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Glama

AIsa Crypto Market Data

Server Details

Your agent needs crypto prices it can rely on — spot, ranked market tables, history, OHLC, per-venue tickers, and what is trending right now.

What you can ask for • "What is the price of these 20 tokens in USD and EUR right now?" • "Give me the top 100 by market cap with 24h and 7d change." • "Chart this coin's price over the last year, hourly." • "Where does this token trade, and at what spread per venue?" • "What is trending on CoinGecko today?"

How to use it Point any MCP client at https://mcp.aisa.one/crypto-market-data/mcp and sign in with OAuth — there is no key to create or paste. 21 CoinGecko tools: simple price and token price by contract, supported currencies, coin list and detail, ranked markets, history, market charts and ranges, OHLC, per-coin tickers, categories, exchanges and their tickers, token data and charts, and trending.

It is also a door to the rest The same login reaches 26 sources and 580+ operations. Price the token here, then ask the same agent what X is posting about it — without adding a second server.

What it costs Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident.

Where else it reaches https://mcp.aisa.one/finance/mcp for equities, crypto and prediction markets in one place.

Ownership verified
Status
Healthy
Uptime
93.9% over 42 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

B3.3/5.0

Scored across 28 tools

Disambiguation3/5

Most CoinGecko endpoints map to clearly distinct resources (markets, ohlc, tickers, exchange list), but several close pairs invite misselection: get_coingecko_coins_categories vs get_coingecko_coins_categories_list, get_coingecko_coins_list vs get_coingecko_coins_markets, get_coingecko_coins_id vs get_coingecko_token_data, and exchanges vs exchanges_list. The deprecated `use` tool sitting alongside `batch_use` is a direct duplicate-purpose hazard, and the discovery/quoting pipeline (search, batch_get_schema, batch_quote, batch_use) requires reading long descriptions to sequence correctly.

Naming Consistency4/5

Everything is snake_case and the provider endpoints uniformly follow get_coingecko_<resource>[_<subresource>], which is predictable and readable. The infrastructure tools break the pattern with bare verbs/nouns (account, search, use, list_categories) and the batch_* family uses a different verb style, but the grouping remains inferable from the prefix.

Tool Count3/5

28 tools is at the heavy end, though most are genuinely distinct market-data endpoints that can't easily be merged without losing query specificity. Redundancy exists: a deprecated `use`, a near-duplicate categories pair, and four separate orchestration tools that could be collapsed.

Completeness4/5

Coverage of the CoinGecko surface is broad: coin lists/markets/metadata/history/charts/OHLC/tickers, categories, exchanges, search and trending, simple prices, contract-address token data, and supported vs-currencies. Gaps remain for global market data, NFT, derivatives, exchange rates, and company/treasury endpoints, plus the deprecated execution path needs retiring.

Available Tools

28 tools
accountShow account and usageA
Read-only
Inspect

Who am I, what can I use, how much can I spend: the key, the account balance, the Go-to-Market wallet when one is active, and usage for today, 7 days and 30 days. Free; needs the Authorization header. Call it to verify a new connection or to explain a 402. ok is true only when the balance was read; otherwise each entry of errors says what to do in next_step.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Adds substantial context beyond the readOnlyHint/openWorldHint/destructiveHint annotations: the call is free, it requires the Authorization header, and it discloses result semantics ('ok is true only when the balance was read; otherwise each entry of errors says what to do in next_step'). That tells an agent how to interpret partial failure, which annotations cannot convey.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, front-loaded with what the agent gets, followed by cost/auth, then call triggers, then result interpretation. No sentence is redundant and none could be dropped without losing information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter read tool with an output schema already present, the description covers the remaining gaps: cost, auth requirement, invocation triggers, and the ok/errors/next_step contract. Nothing an agent needs to call or interpret it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so the description has nothing parameter-level to compensate for, and the schema is fully covered. A 4 rather than 5 reflects that it adds no input-syntax detail, though none is possible here.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a concrete resource set (identity/key, account balance, Go-to-Market wallet, usage over 1/7/30 days) rather than restating the name. It is clearly distinguishable from every sibling, which are all Reddit, batch, or search tools. An agent knows exactly what it will learn by calling it.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit triggering conditions are given: 'Call it to verify a new connection or to explain a 402.' That is a strong when-to-use statement. It stops short of 5 because it names no alternative tool or a when-not condition, though the sibling list offers no obvious competing diagnostic.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

batch_get_schemaGet AIsa tool schemas in one batchA
Read-onlyIdempotent
Inspect

Retrieve schemas for 1 to 20 exact tool names from search. Build arguments from successful schemas, then call batch_quote. Do not call batch_use yet. Use tool names exactly as search returns them, without a client prefix such as mcp__aisa__. Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.

ParametersJSON Schema
NameRequiredDescriptionDefault
toolsYesExact tool names returned by search whose complete contracts are needed. Never invent tool names.
session_idNoReuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.
include_documentationNoReturn the complete immutable public OpenAPI operation, referenced declarations, provenance and scoped completeness. Documentation does not change execution support.
include_response_schemaNoReturn the complete response_schema. Defaults to false.
include_arguments_schemaNoReturn the complete arguments_schema. Defaults to true.

Output Schema

ParametersJSON Schema
NameRequiredDescription
toolsYes
session_idYesReuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.
error_countYes
total_countYes
success_countYes
next_steps_guidanceYes

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the description is not required to restate it. It adds genuine operational context: the batch_use prohibition, exact-name/prefix requirements, and session reuse semantics. It does not cover failure handling when names are invalid, keeping it below a 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core action and size limit, and every sentence carries workflow value. The session_id sentence duplicates the schema's own parameter description, which is minor redundancy rather than bloat.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only batch retrieval tool with an output schema, the description supplies the orchestration context an agent needs (source of names, next steps, session handling) without needing to explain return values. Nothing essential to correct invocation is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds real meaning beyond the schema by constraining names to those returned by search and warning against a client prefix such as mcp__aisa__, which is not encoded in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Retrieve schemas for 1 to 20 exact tool names') and pins the source of those names to search. This clearly separates it from siblings like search (finds tools), batch_quote, and batch_use.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly sequences the workflow: build arguments from successful schemas, then call batch_quote, and 'Do not call batch_use yet.' This is an explicit when-to-use and when-not-to-use instruction naming the alternative siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

batch_quoteQuote published AIsa tools without executing themA
Read-onlyIdempotent
Inspect

Obtain AIsaServices cost quotes for 1 to 20 published tools without executing them. Same input as batch_use: exact tool names and schema-valid arguments. Never falls back to execution. The response reports auto_execute_eligible and auto_execute_threshold_micros_usd. auto_execute_eligible waives only the extra cost-confirmation step and does not override a user prohibition on execution, a narrower scope, or a tighter budget limit. Quotes are price observations, not authorization grants. Use tool names exactly as search returns them, without a client prefix such as mcp__aisa__. Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.

ParametersJSON Schema
NameRequiredDescriptionDefault
callsYes
search_idNoOptional search correlation identifier returned by search.
session_idNoReuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultsYes
batch_idYes
session_idYesReuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.
error_countYes
total_countYes
success_countYes
next_steps_guidanceYesDeterministic next-step instructions derived from this result. Not an authorization grant.
auto_execute_eligibleNoTrue when the worst-known total of successful USD quotes is at or below auto_execute_threshold_micros_usd. A non-USD successful quote makes the batch ineligible. Present on quote responses.
auto_execute_threshold_micros_usdNoConfigured auto-execute threshold in micro-USD. 0 disables automatic execution. Present on quote responses.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Goes well past the readOnly/idempotent annotations by explaining that quotes are price observations rather than authorization grants, and precisely delimiting what auto_execute_eligible does and does not waive (user prohibition, narrower scope, tighter budget). It also guarantees no execution fallback, which is the key behavioral risk for this tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose is front-loaded and most sentences carry distinct rules (no fallback, eligibility limits, naming, session reuse). It is on the long side and the argument-shape constraint is stated twice in spirit, but little is truly wasted.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value documentation isn't required, yet the description still flags the two response fields that matter for a downstream decision. Combined with session and naming guidance, an agent has everything needed to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

At 67% schema coverage the schema already documents each parameter, so the description earns credit only for added meaning: exact-name rules for 'tool', session_id reuse semantics, and the 1-to-20 argument-shape parallel with batch_use. It doesn't clarify search_id beyond what the schema states.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Obtain AIsaServices cost quotes for 1 to 20 published tools') plus the crucial scope qualifier 'without executing them.' It is immediately distinguishable from the sibling batch_use, which executes rather than quotes.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly names the parallel sibling ('Same input as batch_use') and draws the boundary ('Never falls back to execution'). It also gives operational conditions: use names exactly as search returns them, strip any mcp__aisa__ prefix, and reuse session_id from Search for the task.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

batch_useExecute published AIsa toolsA
Destructive
Inspect

Billable API calls can incur substantial charges. Never call before a successful batch_quote for the same tools and arguments. Execute only when that quote response reports auto_execute_eligible=true for these calls, or when explicit user authorization covers that cost and risk. auto_execute_eligible waives only the extra cost-confirmation step; it does not override a user prohibition on execution, a narrower scope, or a tighter budget limit. Re-quote if tools, arguments, or scope change. Execute 1 to 20 independent published-tool calls; never silently retry. A missing or failed quote is not free. Use tool names exactly as search returns them, without a client prefix such as mcp__aisa__. Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.

ParametersJSON Schema
NameRequiredDescriptionDefault
callsYes
search_idNoOptional search correlation identifier returned by search.
session_idNoReuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultsYes
batch_idYes
session_idYesReuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.
error_countYes
total_countYes
success_countYes
next_steps_guidanceYesDeterministic next-step instructions derived from this result. Not an authorization grant.

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover mutability, destructiveness, and open-world behavior. The description adds critical business logic: billable calls, quote dependency, the meaning of auto_execute_eligible (waives only cost confirmation, not user prohibitions), and no silent retry. It doesn't detail rate limits or return format, but with an output schema present, that's acceptable.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is dense and front-loads the cost warning, but it packs many separate instructions into one block, making it less scannable. Some sentences like 'A missing or failed quote is not free' add value, but the overall flow could be better structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the destructive, open-world annotations and the presence of an output schema, the description covers the essential preconditions and behavioral constraints. It could mention error handling or partial failure behavior, but the core guidance is sufficient for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 67%, and the description adds important semantics: tool names must be exact without client prefix, session_id reuse guidance, and 1-20 call limit. It doesn't explain search_id, but the schema description for search_id is already clear enough.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb and resource: 'Execute 1 to 20 independent published-tool calls', and the title matches. It distinguishes itself from batch_quote by requiring a quote first, but doesn't explicitly contrast with the singular 'use' sibling, though that's implied by 'batch'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit when-to-use and when-not-to-use conditions: only after a successful batch_quote with auto_execute_eligible=true or explicit user authorization. It also states re-quote conditions and prohibits silent retries, leaving little ambiguity.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_categoriesCoins Categories List with Market DataC
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the coins categories with market data (market cap, volume, ...) on CoinGecko

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
orderNoSort results by field. Default: `market_cap_desc`

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=true, so the safety and idempotency profile is fully covered. The description adds no further behavioral context — no rate limits, no auth requirements, no pagination or result-size behavior. The pricing block is billing boilerplate, not behavioral guidance.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core sentence is a single front-loaded clause with no wasted words. It is undercut by the injected pricing comment block, which occupies roughly half the description text and carries no value for tool selection or invocation.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and the one parameter is fully specified. The remaining gap is disambiguation: with both 'get_coingecko_coins_categories' and 'get_coingecko_coins_categories_list' in the sibling set, the description should clarify which one includes market data.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and the single 'order' parameter is fully documented in the schema with an enum and a stated default. The description adds nothing about sorting, so the baseline of 3 is appropriate when the schema does all the work.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: 'query all the coins categories with market data (market cap, volume, ...) on CoinGecko.' That is clear enough to know what the tool returns. However, it never differentiates itself from the near-identically named sibling 'get_coingecko_coins_categories_list', so an agent cannot tell the two apart from the description alone.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no statement of when to use this tool versus the many sibling category/coins tools, and no prerequisites or exclusions. The only contextual cue is the parenthetical field list, which implies a richer dataset than the plain list endpoint but never says so.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_categories_listCoins Categories List (ID Map)C
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the coins categories on CoinGecko

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=true and destructiveHint=false, covering the safety profile. The description adds no behavioral context beyond them — no note on rate limits, auth, or that this returns a full unpaginated category map. The pricing block discloses a per-request cost, which is marginally useful but boilerplate rather than tool-specific behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One sentence, front-loaded with the resource being queried, followed by a templated pricing disclosure. No wasted prose in the functional part; the pricing block is mandatory boilerplate rather than authorial bloat.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, annotations covering the safety profile, and no parameters, the description need not explain return values. What it still lacks is the one thing structured fields cannot supply: why an agent would pick this over get_coingecko_coins_categories, making it minimally adequate rather than complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters and schema coverage is 100%, so there is nothing for the description to disambiguate. Baseline of 4 applies for a parameterless endpoint.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource ('query all the coins categories on CoinGecko'), so the basic purpose is legible. However, it does nothing to distinguish itself from the very similarly named sibling get_coingecko_coins_categories, and the title's 'ID Map' qualifier — the one detail that would differentiate it — never appears in the description text.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no statement of when to use this tool versus get_coingecko_coins_categories, list_categories, or get_coingecko_coins_list. No prerequisites, no exclusions, no context — an agent must infer selection entirely from the name.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_idCoin Data by IDB
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the metadata (image, websites, socials, description, contract address, etc.) and market data (price, ATH, exchange tickers, etc.) of a coin from the CoinGecko coin page based on a particular coin ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesCoin ID. *refers to [`/coins/list`](/reference/coins-list)bitcoin
tickersNoInclude tickers data. Default: true
sparklineNoInclude sparkline 7-day data. Default: false
market_dataNoInclude market data. Default: true
localizationNoInclude all localized languages in the response. Default: true
community_dataNoInclude community data. Deprecated: has no effect as of 28 August 2026; the `community_data` object is no longer returned.
developer_dataNoInclude developer data. Deprecated: has no effect as of 28 August 2026; the `developer_data` object is no longer returned.
dex_pair_formatNoSet to `symbol` to display DEX pair base and target as symbols. Default: `contract_address`
include_categories_detailsNoInclude categories details. Default: false

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so safety is covered. The description adds the scope of returned data and the injected pricing note ($0.008 per successful request), which is genuinely useful cost context, but it says nothing about response size, rate limits, or that booleans control payload composition.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core statement is one long, markdown-bolded sentence padded with 'This endpoint allows you to', and it is followed by an HTML-comment pricing block that is noise for tool selection. The purpose is front-loaded, but the prose is bloated relative to its information content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return values, and annotations cover the safety profile; combined with a 100%-documented schema, the agent has enough to call it correctly. The remaining gap is ambiguity about when to prefer this over the narrower coin siblings.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% (9 params, all documented, including deprecation notices for community_data/developer_data and the dex_pair_format enum), so the schema carries the burden. The description's enumeration of returned data loosely maps to the boolean toggles but adds no syntax or default information beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (query) and resource (metadata + market data for a coin by coin ID), and enumerates the concrete payload (image, websites, socials, contract address, price, ATH, tickers). An agent can tell this is the broad 'everything about one coin' endpoint, but the description never contrasts it with near-overlapping siblings like get_coingecko_coins_id_tickers, get_coingecko_simple_price, or get_coingecko_coins_id_history.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use / when-not-to-use guidance and no mention of alternatives, despite the sibling set containing several overlapping coin-detail endpoints (tickers, history, market_chart, ohlc). The agent must infer selection purely from the endpoint URL.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_id_historyCoin Historical Data by IDB
Read-onlyIdempotent
Inspect

This endpoint allows you to query the historical data (price, market cap, 24hrs volume, ...) at a given date for a coin based on a particular coin ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesCoin ID. *refers to [`/coins/list`](/reference/coins-list).bitcoin
dateYesThe date of data snapshot. Format: `YYYY-MM-DD`2025-12-30
localizationNoInclude all the localized languages in response. Default: true

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is covered. The description adds only a cost signal (the injected pricing note of $0.008 per successful request), which is genuinely useful behavioral context, but says nothing about rate limits, auth, or response shape.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The opening sentence is front-loaded and efficient, but roughly half the text is an injected pricing boilerplate block that is unrelated to tool selection. The core content earns its place; the wrapper does not.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be spelled out, and the description still previews the returned fields. With annotations covering safety and 100% schema coverage, the only real gap is the absence of routing guidance versus sibling historical-data tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all three parameters (id, date, localization) are already documented with defaults and formats in the schema. The description adds no extra syntax or constraint beyond what the schema provides, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb (query) and resource (historical data for a coin by coin ID) and enumerates the returned fields (price, market cap, 24hrs volume). It is clear on its own, but it does not differentiate itself from close siblings such as get_coingecko_coins_id_market_chart_range or get_coingecko_coins_id_ohlc, which also return historical data.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase 'at a given date' implicitly distinguishes this from the range-based siblings, so the intended usage is inferable. However, there is no explicit statement of when to prefer this over market_chart_range/ohlc, and no prerequisites or exclusions are given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_id_market_chartCoin Historical Chart Data by IDB
Read-onlyIdempotent
Inspect

This endpoint allows you to get the historical chart data of a coin including time in UNIX, price, market cap and 24hr volume based on particular coin ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesCoin ID. *refers to [`/coins/list`](/reference/coins-list).bitcoin
daysYesData up to number of days ago. You may use any integer or `max` for number of days.1
intervalNoData interval, leave empty for auto granularity.
precisionNoDecimal place for currency price value.
vs_currencyYesTarget currency of market data. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies).usd

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive, openWorld, so the safety profile is covered. The description adds the returned field set and a per-request cost note ($0.008/request), which is genuine behavioral context an agent can act on. It says nothing about pagination, granularity defaults, or rate limits beyond price.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose is a single front-loaded sentence, followed by a compact pricing block. No wasted prose. Minus one point because the boilerplate pricing comment block is injected noise relative to the tool's actual semantics and the bold markdown is gratuitous.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be described, and annotations cover safety. What is missing is the routing context against the many coin-chart siblings (range vs. trailing days, ohlc, history). For a 5-parameter endpoint in a dense tool family, that gap keeps it at minimum viable.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% (id, days, interval, precision, vs_currency all documented with enums), so the schema carries parameter semantics. The description echoes only the coin-ID selector and returned fields, adding no syntax or constraint detail beyond the schema. Baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb+resource: gets historical chart data (UNIX time, price, market cap, 24hr volume) for a coin identified by ID. An agent knows exactly what the call returns. However, it never distinguishes itself from the near-identical sibling get_coingecko_coins_id_market_chart_range, which an agent must infer differs only by date-range selection.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No when-to-use guidance, no exclusions, no named alternatives. With siblings like market_chart_range (arbitrary date window vs. trailing 'days'), ohlc, and history, the description leaves the agent to guess which chart tool to pick. Only implied usage from the required 'days' parameter.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_id_market_chart_rangeCoin Historical Chart Data within Time Range by IDB
Read-onlyIdempotent
Inspect

This endpoint allows you to get the historical chart data of a coin within certain time range in UNIX along with price, market cap and 24hr volume based on particular coin ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesCoin ID. *refers to [`/coins/list`](/reference/coins-list).bitcoin
toYesEnding date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. **Use ISO date string for best compatibility.**2025-12-31
fromYesStarting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. **Use ISO date string for best compatibility.**2025-12-22
intervalNoData interval, leave empty for auto granularity.
precisionNoDecimal place for currency price value.
vs_currencyYesTarget currency of market data. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies).usd

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is fully covered. The description usefully enumerates which market series come back (price, market cap, 24h volume), which goes beyond the annotations, but it discloses nothing about granularity defaults, rate limits, or the fact that the returned timestamp unit depends on the interval chosen.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core capability is front-loaded in a single sentence before the mandatory pricing block, so an agent hits the substance immediately. It is slightly padded with bolding and the trailing clause that restates what is already covered, but nothing is genuinely wasted.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and annotations cover the safety profile. What is missing is the one thing that matters for this tool family: how it differs from the adjacent range/days variants, plus any note on interval-driven granularity or timestamp units — a notable gap for a 6-parameter time-series endpoint.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and each parameter (including the two enums) is documented in the schema itself, so the description carries no burden here. It adds no format, default, or constraint detail beyond the schema, which is exactly the baseline-3 case.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: get historical chart data for a coin by ID, listing the exact returned series (price, market cap, 24hr volume). That is enough to distinguish it from most siblings, but it never differentiates itself from the near-identical `get_coingecko_coins_id_market_chart`, which differs only in taking a relative window rather than an explicit range.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no prerequisites, and no pointer to alternatives. The phrase 'within certain time range' implies the range-vs-days distinction, but the agent must infer that from the tool name alone and cannot tell when `get_coingecko_coins_id_market_chart` would be preferable.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_id_ohlcCoin OHLC Chart by IDC
Read-onlyIdempotent
Inspect

This endpoint allows you to get the OHLC chart (Open, High, Low, Close) of a coin based on particular coin ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesCoin ID. *refers to [`/coins/list`](/reference/coins-list).bitcoin
daysYesData up to number of days ago.1
intervalNoData interval, leave empty for auto granularity.
precisionNoDecimal place for currency price value.
vs_currencyYesTarget currency of price data. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies).usd

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds no behavioral context of its own beyond a pricing boilerplate block: it says nothing about granularity constraints, rate limits, or result volume, which are the traits that actually matter for this endpoint.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core is a single front-loaded sentence that puts the resource and key first, and the pricing block is a mandated disclosure rather than filler. The 'This endpoint allows you to...' framing is mildly wasteful but costs one clause, not a paragraph.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and annotations cover the safety profile. What is missing is the operational constraint tying 'days' to 'interval' granularity (e.g. that hourly data is only available over short windows), which an agent needs to avoid a failed or misleading call.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, and all five parameters carry either a description or an enum, so the schema does the heavy lifting. The description only restates that the call is keyed on coin ID, adding no syntax or format meaning beyond the schema. Baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb (get) and a precise resource (OHLC chart: Open, High, Low, Close) keyed by coin ID, so the agent knows exactly what data comes back. It does not, however, distinguish this from close siblings such as get_coingecko_coins_id_market_chart or get_coingecko_coins_id_history, leaving the agent to infer that 'OHLC' is the differentiator.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use, when-not-to-use, or alternative-naming guidance. An agent choosing between this, market_chart, and history gets no routing help, and there is no mention of the interval/days interaction that governs whether the call is even valid.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_id_tickersCoin Tickers by IDB
Read-onlyIdempotent
Inspect

This endpoint allows you to query the coin tickers on both centralized exchange (CEX) and decentralized exchange (DEX) based on a particular coin ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesCoin ID. *refers to [`/coins/list`](/reference/coins-list)bitcoin
pageNoPage through results
depthNoInclude 2% orderbook depth, i.e. `cost_to_move_up_usd` and `cost_to_move_down_usd`. Default: false
orderNoSort the order of responses. Default: trust_score_desc
exchange_idsNoExchange ID. *refers to [`/exchanges/list`](/reference/exchanges-list)
dex_pair_formatNoSet to `symbol` to display DEX pair base and target as symbols. Default: `contract_address`
include_exchange_logoNoInclude exchange logo. Default: false

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is covered. The description adds the CEX/DEX scope but says nothing about pagination, result volume, or rate limits beyond the generic pricing boilerplate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core sentence is a single efficient statement of purpose and is front-loaded. The appended pricing boilerplate is noise for tool selection but is not authored content that dilutes the functional description.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present and 100% parameter coverage, the description needn't explain returns or params. Annotations carry the safety profile, leaving only the lack of sibling/alternative routing as a minor gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so every parameter (id, page, depth, order, exchange_ids, dex_pair_format, include_exchange_logo) is already documented with enums and defaults in the schema. The description contributes no additional parameter meaning, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a specific verb (query) and resource (coin tickers) and scopes it to both CEX and DEX for a given coin ID, which an agent can distinguish from exchange-oriented siblings. It stops short of naming the nearest alternative, get_coingecko_exchanges_id_tickers, so it does not fully self-differentiate.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no explicit when-to-use or when-not-to-use guidance and no mention of the sibling get_coingecko_exchanges_id_tickers, which retrieves tickers from the exchange side. Usage is only implied by the resource described.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_listCoins List (ID Map)C
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the supported coins on CoinGecko with coins ID, name and symbol

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
statusNoFilter by status of coins. Default: active
include_platformNoInclude platform and token's contract addresses. Default: false

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is covered. The description adds no behavioral context beyond that: no rate limits, caching, pagination, or size characteristics of the full coin list, and no auth requirements.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core sentence is short, front-loaded, and free of padding. The appended pricing blockquote is boilerplate rather than description content, but it does not obscure the purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and the 100% schema coverage handles parameters. The remaining gap is routing guidance against the large sibling set, which is not addressed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so both optional parameters (status filter, include_platform) are fully documented in the schema with defaults. The description adds nothing about them, so the baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb (query) plus resource (all supported coins) and names the returned fields (ID, name, symbol), which is concrete. However, it does not differentiate itself from close siblings like get_coingecko_coins_markets or get_coingecko_coins_id, so an agent must infer that this is the flat ID/name/symbol lookup rather than price or detail data.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no exclusions, and no mention of alternatives. With roughly 20 coingecko siblings, an agent gets no explicit routing signal for choosing this list endpoint over markets, id, or search.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_coins_marketsCoins List with Market DataC
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the supported coins with price, market cap, volume and market related data

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idsNoCoins' IDs, comma-separated if querying more than 1 coin. *refers to [`/coins/list`](/reference/coins-list)bitcoin
pageNoPage through results. Default: 1
namesNoCoins' names, comma-separated if querying more than 1 coin.Bitcoin
orderNoSort result by field. Default: market_cap_desc
localeNoLanguage background. Default: en
symbolsNoCoins' symbols, comma-separated if querying more than 1 coin.btc
categoryNoFilter based on coins' category. *refers to [`/coins/categories/list`](/reference/coins-categories-list)
per_pageNoTotal results per page. Default: 100 Valid values: 1...250
precisionNoDecimal places for currency price value
sparklineNoInclude sparkline 7-day data. Default: false
vs_currencyYesTarget currency of coins and market data. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)usd
include_tokensNoFor `symbols` lookups, specify `all` to include all matching tokens. Default `top` returns top-ranked tokens by market cap or volume.
include_rehypothecatedNoInclude rehypothecated tokens in results. When true, returns `market_cap_rank_with_rehypothecated` field. Default: false
price_change_percentageNoInclude price change percentage timeframe, comma-separated if querying more than 1 timeframe. Valid values: `1h`, `24h`, `7d`, `14d`, `30d`, `200d`, `1y`

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is fully covered by structured data. The description adds no behavioral context beyond that — no pagination behavior, no rate-limit or quota notes, no indication of result size or cost implications beyond the boilerplate pricing line.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single front-loaded sentence states the purpose immediately, with the pricing block appended as required boilerplate. Nothing is padded or redundant, though the sentence is arguably too sparse for a 14-parameter tool rather than truly 'concise'.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need no explanation, and annotations cover the safety profile. But for a 14-parameter, highly configurable endpoint sitting among many overlapping CoinGecko siblings, the description omits any differentiation or scoping guidance an agent needs to select it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all 14 parameters (including enums for order, locale, precision, include_tokens) are already documented in the schema. The description adds nothing parameter-specific, which matches the baseline 3 when the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a clear verb and resource: query all supported coins with price, market cap, volume and market-related data. An agent knows what it returns. However, it does not distinguish this tool from close siblings like get_coingecko_coins_list, get_coingecko_simple_price, or get_coingecko_coins_id, so the 'which one do I call' question is left open.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no stated prerequisites, and no mention of alternatives in a sibling set of 27 tools. With get_coingecko_coins_list, get_coingecko_simple_price, and get_coingecko_coins_id all plausibly overlapping, the absence of routing guidance is a real gap.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_exchangesExchanges List with DataB
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the supported exchanges with exchanges' data (ID, name, country, ...) that have active trading volumes on CoinGecko

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage through results. Default: 1
per_pageNoTotal results per page. Default: 100. Valid values: 1...250

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=true, and destructiveHint=false, so the safety profile is fully covered. The description adds the meaningful behavioral constraint that only exchanges with active trading volumes are returned. The appended pricing block is harness metadata about billing, not tool behavior, so it earns no credit.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The tool description itself is a single front-loaded sentence with no filler, and the key scope qualifier is stated up front. The only bloat is the injected pricing comment block, which is not part of the authored description.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and annotations cover safety and idempotency. What remains thin is the routing relative to the near-identically named get_coingecko_exchanges_list sibling, which is the one thing an agent is most likely to get wrong.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, with both page and per_page documented including defaults and the 1...250 valid range, so the schema carries the parameter burden. The description adds no pagination or format detail beyond that, making the baseline 3 appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource (query supported exchanges) and enumerates the returned fields (ID, name, country), which implicitly separates it from the bare get_coingecko_exchanges_list sibling. However, it never names that sibling, so an agent must infer the distinction from the 'with exchanges' data' phrasing rather than being told.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no explicit when-to-use or when-not-to-use guidance and no alternative is named. The phrase 'that have active trading volumes' hints at the result scope, but nothing tells the agent why it should pick this over get_coingecko_exchanges_list or get_coingecko_exchanges_id.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_exchanges_idExchange Data by IDB
Read-onlyIdempotent
Inspect

This endpoint allows you to query exchange's data (name, year established, country, ...), exchange volume in BTC and top 100 tickers based on exchange's ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesExchange ID. *refers to [`/exchanges/list`](/reference/exchanges-list).binance
dex_pair_formatNoSet to `symbol` to display DEX pair base and target as symbols. Default: `contract_address`

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is covered. The description adds what payload is returned and a pricing note, which is useful, but does not address pagination, rate limits, or auth, so it adds only moderate value beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose is front-loaded in a single sentence with no filler; the only additional text is the auto-inserted pricing block. The sentence is slightly run-on with the enumeration of fields, but it is not padded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return-value explanation is not strictly required, and annotations cover the safety profile, so the definition is largely adequate. The notable gap is guidance on when to pick this over the sibling list/tickers endpoints.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the id and dex_pair_format parameters are fully documented in the schema. The description only restates that the lookup is keyed by exchange ID, adding no syntax or format detail beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (query) and resource (exchange data: name, year established, country, volume in BTC, top 100 tickers) keyed by exchange ID. It is distinguishable from get_coingecko_exchanges (list) and get_coingecko_exchanges_list, though the mention of 'top 100 tickers' overlaps with the dedicated get_coingecko_exchanges_id_tickers sibling, creating mild ambiguity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no explicit when-to-use guidance, no exclusions, and no routing to alternatives such as get_coingecko_exchanges or get_coingecko_exchanges_id_tickers. Usage is only implied by the 'based on exchange's ID' phrasing.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_exchanges_id_tickersExchange Tickers by IDC
Read-onlyIdempotent
Inspect

This endpoint allows you to query exchange's tickers based on exchange's ID

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesExchange ID. *refers to [`/exchanges/list`](/reference/exchanges-list).binance
pageNoPage through results.
depthNoInclude 2% orderbook depth (cost_to_move_up_usd and cost_to_move_down_usd). Default: false
orderNoSort the order of responses. Default: `trust_score_desc`
coin_idsNoFilter tickers by coin IDs, comma-separated if querying more than 1 coin. *refers to [`/coins/list`](/reference/coins-list).
dex_pair_formatNoSet to `symbol` to display DEX pair base and target as symbols. Default: `contract_address`
include_exchange_logoNoInclude exchange logo. Default: false

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is covered. The description adds nothing behavioral beyond that – no pagination notes despite the 'page' param, no sort default behavior, no data-freshness or rate-limit context. The pricing boilerplate is billing metadata, not behavioral guidance.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core sentence is short and front-loaded, but it is padded with the 'This endpoint allows you to' frame and a multi-line pricing block that consumes most of the text without aiding tool selection. The meaningful content is a single clause.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return values need not be explained, and annotations cover safety. But for a 7-param, paginated, sortable list endpoint the description omits pagination semantics, default sort, and when to prefer it over sibling ticker tools, leaving it only minimally adequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all seven parameters (including page, depth, order, coin_ids) are already documented in the schema. The description adds no syntax, format, or default guidance beyond what the schema provides, which is the baseline 3 case.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb (query) and resource (exchange's tickers) bounded by exchange ID, which distinguishes it from get_coingecko_coins_id_tickers and get_coingecko_exchanges_id. However, the 'This endpoint allows you to' wrapper is filler and the purpose is not contrasted against those siblings explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus the many sibling ticker/exchange endpoints (get_coingecko_exchanges_id, get_coingecko_coins_id_tickers, get_coingecko_exchanges). The only implicit signal is the 'based on exchange's ID' scoping, with no exclusions or prerequisites stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_exchanges_listExchanges List (ID Map)C
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the exchanges with ID and name

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
statusNoFilter by status of exchanges. Default: `active`

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so safety is covered. The description adds nothing beyond that — no note on result volume, pagination, caching, or that only active exchanges are returned by default. Only the injected pricing boilerplate adds any non-schema information.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core purpose is a single front-loaded sentence, which is good. However, the appended pricing block is multi-line boilerplate that inflates the definition without helping tool selection, and the purpose sentence contains redundant bolding markup.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists and annotations cover the safety profile, so return values and side effects need not be explained. Still, the description omits the default status filtering behavior that shapes the output, and gives no sibling routing, leaving a modest gap for an otherwise simple lookup.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the single 'status' enum parameter (active/inactive, default active) is fully documented in the schema. The description contributes no additional semantics, which is the expected baseline when the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('query') and resource ('all the exchanges with ID and name'), and the title 'ID Map' confirms this is a lightweight identifier lookup rather than market data. However, it never distinguishes itself from siblings like get_coingecko_exchanges or get_coingecko_exchanges_id, which an agent must disambiguate among.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No when-to-use context, no exclusions, and no routing to an alternative such as get_coingecko_exchanges for detailed data. The description also fails to mention the status filter (default 'active'), which materially changes the result set.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_simple_priceCoin Price by IDs, Symbols, or NamesC
Read-onlyIdempotent
Inspect

This endpoint allows you to query the prices of one or more coins by using their unique Coin API IDs, symbols, or names

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idsNoCoins' IDs, comma-separated if querying more than 1 coin. *refers to [`/coins/list`](/reference/coins-list)bitcoin
namesNoCoins' names, comma-separated if querying more than 1 coin.Bitcoin
symbolsNoCoins' symbols, comma-separated if querying more than 1 coin.btc
precisionNoDecimal places for currency price value
vs_currenciesYesTarget currency of coins, comma-separated if querying more than 1 currency. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)usd
include_tokensNoFor `symbols` lookups, specify `all` to include all matching tokens. Default `top` returns top-ranked tokens by market cap or volume.
include_24hr_volNoInclude 24-hour trading volume. Default: false
include_market_capNoInclude market capitalization. Default: false
include_24hr_changeNoInclude 24-hour change percentage. Default: false
include_last_updated_atNoInclude last updated price time as a UNIX timestamp. Default: false

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered structurally. The description adds no behavioral context beyond the purpose statement — no rate limits, caching, batching behavior, or auth requirements — so it contributes little beyond the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core purpose is a single front-loaded sentence, which is good. However, the injected aisa-pricing boilerplate adds three lines of billing text irrelevant to tool selection or invocation, diluting an otherwise tight description.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need no explanation, and the schema fully covers parameters while annotations cover safety. The remaining gap is routing guidance against the many sibling price/coin tools, which the description does not address.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents all 10 parameters including the enum constraints and comma-separated syntax. The description adds no syntax or semantic detail beyond what the schema provides, making the baseline 3 appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('query the prices') and resource ('one or more coins') plus the three lookup keys (IDs, symbols, names), which maps cleanly to the title. It does not, however, distinguish itself from close siblings like get_coingecko_simple_token_price_id or get_coingecko_coins_markets, so an agent cannot route between them from this text alone.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no prerequisites, and no mention of when a different sibling (e.g. token_price_id, markets, or coins_id_history) would be preferable. The agent is left to infer usage purely from the endpoint name.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_simple_supported_vs_currenciesSupported Currencies ListA
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the supported currencies on CoinGecko

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=true, so the safety and idempotency profile is fully covered for this no-param read. The description adds 'all supported currencies' scope, which is useful, but doesn't explain return structure beyond what annotations and output schema already provide. With annotations carrying the behavioral burden, a 3 is appropriate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core description is a single efficient sentence with the resource front-loaded. It includes a pricing note that isn't strictly part of the tool semantics, adding a bit of noise, but the tool description itself is tight.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter read-only list tool with an output schema and full annotations, the description covers what the tool returns ('all supported currencies'). An agent has enough to call it. It could note the list's typical use for constructing simple_price queries, but this isn't essential.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Zero parameters, so baseline 4 applies. No parameter semantics needed.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('query all the supported currencies on CoinGecko') with clear scope ('all'). A named endpoint resource ('supported vs currencies') that's distinguishable from sibling list tools like get_coingecko_coins_list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this versus alternatives. The description doesn't explain the relationship to sibling tools like get_coingecko_simple_price or get_coingecko_coins_list, or explain what this list is used for (e.g. as valid currency codes for simple_price).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_simple_token_price_idCoin Price by Token AddressesA
Read-onlyIdempotent
Inspect

This endpoint allows you to query one or more token prices using their token contract addresses

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesAsset platform's ID. *refers to [`/asset_platforms`](/reference/asset-platforms-list)ethereum
precisionNoDecimal places for currency price value
vs_currenciesYesTarget currency of coins, comma-separated if querying more than 1 currency. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)usd
include_24hr_volNoInclude 24-hour trading volume. Default: false
contract_addressesYesToken contract addresses, comma-separated if querying more than 1 token0x2260fac5e5542a773aa44fbcfedf7c193bc2c599
include_market_capNoInclude market capitalization. Default: false
include_24hr_changeNoInclude 24-hour change percentage. Default: false
include_last_updated_atNoInclude last updated price time as a UNIX timestamp. Default: false

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is fully covered elsewhere. The description contributes only the pricing note (a published reference rate per successful request), which is genuine cost context not present in structured fields. It adds nothing about rate limits, batching behavior, or result shape, so a 3 is appropriate given the low bar set by rich annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The functional sentence is front-loaded and wastes nothing. The appended pricing block is boilerplate rather than author-chosen content, but it still adds length that dilutes the one useful sentence, keeping this just below a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return values, and rich annotations cover safety. The schema carries all parameter detail. The only real gap is the unstated boundary with the ID-based simple-price sibling, which is a minor omission for an otherwise well-specified endpoint.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all eight parameters — including precision enum, comma-separated multi-value handling, and the include_* flags — are documented in the schema itself. The description says 'one or more' tokens, which lightly reinforces the multi-address capability the schema already states. Baseline 3 applies when the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: query one or more token prices using token contract addresses. Combined with the title and the required contract_addresses parameter, an agent can tell it apart from get_coingecko_simple_price (which keys on coin IDs). It stops short of explicitly naming that sibling or stating the address-vs-ID distinction, so it is clear but not fully differentiated.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit when-to-use or when-not-to-use guidance is given. Usage is only implied by the phrase 'using their token contract addresses', which suggests this is the right call when you have contract addresses rather than coin IDs. The agent must infer the boundary against get_coingecko_simple_price and get_coingecko_token_data on its own.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_token_dataCoin Data by Token AddressA
Read-onlyIdempotent
Inspect

This endpoint allows you to query all the metadata (image, websites, socials, description, contract address, etc.) and market data (price, ATH, exchange tickers, etc.) of a coin from the CoinGecko coin page based on an asset platform and a particular token contract address

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesAsset platform ID. *refers to [`/asset_platforms`](/reference/asset-platforms-list).ethereum
contract_addressYesThe contract address of token.0xc02aaa39b223fe8d0a0e5c4f27ead9083c756cc2

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare the full safety profile (readOnly, idempotent, openWorld, non-destructive), so the description's job is to add beyond that. It does: it enumerates the returned data categories, and it discloses a concrete cost of $0.008 per successful request, which is real behavioral context an agent can budget against. It stops short of noting rate limits or response size for a data-heavy call.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One front-loaded sentence that leads with the action and follows with the returned payload; the pricing block is boilerplate but clearly delimited. The parenthetical 'etc.' lists are slightly bloated but still earn their place by conveying return scope.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and annotations plus a 100%-covered 2-param schema leave little uncovered. The description adds the useful payload preview and cost. The remaining gap is disambiguation from the many overlapping CoinGecko siblings, which is the only material omission.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% — both id (asset platform, pointing at /asset_platforms) and contract_address are documented in the schema itself. The description merely restates these inputs in prose without adding format, casing, or lookup guidance, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb (query) plus a concrete resource scope: metadata (image, websites, socials, contract address) and market data (price, ATH, tickers) keyed on asset platform + contract address. An agent can see exactly what payload this returns. It never distinguishes itself from near-neighbours like get_coingecko_coins_id or get_coingecko_simple_token_price_id, which is the only thing keeping it from a 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase 'based on an asset platform and a particular token contract address' describes the input basis rather than when to reach for this tool over its 27 siblings. There is no statement of when-not-to-use or which alternative to pick when only a price or only metadata is wanted.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_token_market_chartCoin Historical Chart Data by Token AddressB
Read-onlyIdempotent
Inspect

This endpoint allows you to get the historical chart data including time in UNIX, price, market cap and 24hr volume based on asset platform and particular token contract address

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesAsset platform ID. *refers to [`/asset_platforms`](/reference/asset-platforms-list).ethereum
daysYesData up to number of days ago. You may use any integer or `max` for number of days.1
intervalNoData interval, leave empty for auto granularity.
precisionNoDecimal place for currency price value.
vs_currencyYesTarget currency of market data. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies).usd
contract_addressYesThe contract address of token.0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is fully covered. The description adds the returned data shape (UNIX time, price, market cap, 24hr volume) and a per-request price, but says nothing about rate limits, pagination, or historical depth limits ('max'). With annotations doing the heavy lifting, this is an adequate 3.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The functional sentence is single and front-loaded, and the injected pricing block is clearly delimited boilerplate rather than prose. Slight bloat from the pricing/metadata block, but the core content is tight.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has rich annotations, full schema coverage and an output schema, so return values and safety need not be explained. The description is complete enough for correct invocation, though it omits sibling routing and any note on granularity behavior (interval vs days interaction).

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and two parameters carry enums, so the schema already documents id, days, interval, precision, vs_currency and contract_address thoroughly. The description adds no parameter-level meaning beyond echoing 'asset platform and particular token contract address'. Baseline 3 applies when the schema does the work.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb (get) and resource (historical chart data) and names the disambiguating scoping dimension: 'based on asset platform and particular token contract address'. This implicitly separates it from the coin-id based siblings, but it never names get_coingecko_coins_id_market_chart or get_coingecko_token_market_chart_range explicitly, so differentiation requires inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no when-not-to-use, and no named alternative, despite several closely related siblings (get_coingecko_coins_id_market_chart, get_coingecko_token_market_chart_range) that an agent must choose between. The agent is left to infer the choice entirely from the resource wording.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_coingecko_token_market_chart_rangeCoin Historical Chart Data within Time Range by Token AddressC
Read-onlyIdempotent
Inspect

This endpoint allows you to get the historical chart data within certain time range in UNIX along with price, market cap and 24hr volume based on asset platform and particular token contract address

Published reference price: $0.008 USD per successful request. Declared unit rate: $0 USD per provider_credit. Account-specific pricing and final settlement may differ.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesAsset platform ID. *refers to [`/asset_platforms`](/reference/asset-platforms-list).ethereum
toYesEnding date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. **Use ISO date string for best compatibility.**2025-12-31
fromYesStarting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. **Use ISO date string for best compatibility.**2025-12-22
intervalNoData interval, leave empty for auto granularity.
precisionNoDecimal place for currency price value.
vs_currencyYesTarget currency of market data. *refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies).usd
contract_addressYesThe contract address of token.0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint and openWorldHint, so safety is covered, but the description adds no behavioral context beyond that — no rate limits, no note that it is a paid endpoint beyond the injected pricing block, and no granularity/auto-interval behavior. It also says the range is 'in UNIX' while the schema instructs ISO date strings for best compatibility, which adds confusion rather than clarity.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core purpose is front-loaded in a single dense sentence, but that sentence is over-long and contains the misleading 'in UNIX' claim. The appended pricing boilerplate consumes roughly half the text without helping an agent select or invoke the tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema and full annotation coverage, the description need not explain return values, and the inputs are documented in the schema. What is missing is the differentiation and usage context that would let an agent choose this tool over its range/market-chart siblings.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, with defaults, enums and per-parameter docs already present, so the baseline is 3. The description only restates the high-level output dimensions (price, market cap, 24hr volume) and the platform/contract-address inputs without adding format, interval, or precision semantics beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb and resource ('get the historical chart data within certain time range... along with price, market cap and 24hr volume') and scopes it to a token contract address on an asset platform. It does not, however, distinguish itself from near-identical siblings such as get_coingecko_token_market_chart or get_coingecko_coins_id_market_chart_range, so the agent must guess which range/market-chart variant to call.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no explicit when-to-use guidance and no alternatives named, despite three closely related market-chart siblings in the list. The only usage signal is the implicit 'based on asset platform and particular token contract address', which is a scope statement, not routing guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_categoriesBrowse the AIsa catalogue
Read-only
Inspect

The AIsa catalogue at a glance: categories, the servers in each, tool counts, and the dedicated endpoint to connect if you only need one category. Free. (AIsa-only: tool-router has no equivalent.) Use mcp.aisa.one/mcp?modules=<category> (or mcp.aisa.one/<category>/mcp) to have that category's tools listed directly instead of via search.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

useRun an AIsa operationC
Destructive
Inspect

deprecated, use batch_use instead

ParametersJSON Schema
NameRequiredDescriptionDefault
argumentsNoArguments matching input_schema / arguments_schema
search_idNosearch_id from the search that found this operation
operation_idYesoperation_id as returned by search
max_price_usdNoRefuse the call before any spend if its quoted price is above this many USD

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=false, destructiveHint=true, and openWorldHint=true, so the agent knows this is a state-changing, open-world operation. The description adds only the deprecation status and says nothing about what gets mutated, spend behavior (despite a max_price_usd param), or authorization needs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single clause with zero waste; the deprecation notice and the replacement are front-loaded. It is terse by design for a deprecated endpoint, though it is under-specified rather than optimally efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Has an output schema and annotations, which reduces the burden, but a 4-parameter operation tool with a deprecation notice gives no information about what it executes or whether it remains functional. For an agent deciding between this and batch_use, the description is thin.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all four parameters (operation_id, arguments, search_id, max_price_usd) are already documented in the schema. The description adds no parameter meaning on top, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description never states what the tool does — no verb or resource. It only labels the tool as deprecated and points to a replacement, leaving the actual capability ('Run an AIsa operation' from the title) unexplained. An agent must infer the purpose from the title and schema alone.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly routes the agent to the alternative ('use batch_use instead'), which is exactly the guidance needed for a deprecated tool. It doesn't explain when, if ever, this tool should still be called (e.g., during a migration window), so it stops short of a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • Addedaccount
    • Removedget_details
  2. 25 tool updates
    • Addedbatch_get_schema
    • Addedbatch_quote
    • Changedbatch_use18 fields changed
      • addedInput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • removedInput schema / properties / calls / description
        Removed value: -"Up to 20 items of {call_id, operation_id, arguments}; steps at the same execution_level of a plan go in one batch"
      • addedInput schema / properties / calls / items / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • changedInput schema / properties / calls / items / additionalProperties
        Previous value: -trueNew value: +false
      • addedInput schema / properties / calls / items / properties
        Added value: +{
        +  "arguments": {
        +    "additionalProperties": true,
        +    "description": "Strictly schema-compliant arguments using the exact field names and types from this tool's arguments_schema.",
        +    "type": "object"
        +  },
        +  "call_id": {
        +    "description": "Caller-chosen identifier unique within this batch.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "type": "string"
        +  },
        +  "tool": {
        +    "description": "Exact tool name returned by search or batch_get_schema. Never invent a name.",
        +    "minLength": 1,
        +    "type": "string"
        +  }
        +}
      • addedInput schema / properties / calls / items / required
        Added value: +[
        +  "call_id",
        +  "tool",
        +  "arguments"
        +]
      • addedInput schema / properties / calls / maxItems
        Added value: +20
      • addedInput schema / properties / calls / minItems
        Added value: +1
      • removedInput schema / properties / max_price_usd
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "number"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "Per-call price cap applied to every item"
        -}
      • removedInput schema / properties / search_id / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • removedInput schema / properties / search_id / default
        Removed value: -null
      • changedInput schema / properties / search_id / description
        Previous value: -"search_id from the search that found these operations"New value: +"Optional search correlation identifier returned by search."
      • addedInput schema / properties / search_id / type
        Added value: +"string"
      • addedInput schema / properties / session_id
        Added value: +{
        +  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +  "maxLength": 128,
        +  "pattern": "^[A-Za-z0-9_-]*$",
        +  "type": "string"
        +}
      • addedOutput schema / $defs
        Added value: +{
        +  "jsonValue": {
        +    "anyOf": [
        +      {
        +        "additionalProperties": {
        +          "$ref": "#/$defs/jsonValue"
        +        },
        +        "type": "object"
        +      },
        +      {
        +        "items": {
        +          "$ref": "#/$defs/jsonValue"
        +        },
        +        "type": "array"
        +      },
        +      {
        +        "type": "string"
        +      },
        +      {
        +        "type": "number"
        +      },
        +      {
        +        "type": "boolean"
        +      },
        +      {
        +        "type": "null"
        +      }
        +    ],
        +    "description": "JSON value returned by the upstream tool."
        +  }
        +}
      • addedOutput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / properties
        Added value: +{
        +  "batch_id": {
        +    "type": "string"
        +  },
        +  "error_count": {
        +    "minimum": 0,
        +    "type": "integer"
        +  },
        +  "next_steps_guidance": {
        +    "description": "Deterministic next-step instructions derived from this result. Not an authorization grant.",
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "results": {
        +    "items": {
        +      "$schema": "https://json-schema.org/draft/2020-12/schema",
        +      "additionalProperties": false,
        +      "properties": {
        +        "call_id": {
        +          "type": "string"
        +        },
        +        "customer_cost_micros_usd": {
        +          "description": "Actual customer charge settled by AIsaServices, in micro-USD. Omitted when the upstream response does not report it.",
        +          "minimum": 0,
        +          "type": "integer"
        +        },
        +        "data": {
        +          "$ref": "#/$defs/jsonValue"
        +        },
        +        "error": {
        +          "anyOf": [
        +            {
        +              "$schema": "https://json-schema.org/draft/2020-12/schema",
        +              "additionalProperties": false,
        +              "properties": {
        +                "message": {
        +                  "type": "string"
        +                },
        +                "retryable": {
        +                  "type": "boolean"
        +                },
        +                "status": {
        +                  "type": "integer"
        +                },
        +                "type": {
        +                  "enum": [
        +                    "validation",
        +                    "authentication",
        +                    "payment",
        +                    "permission",
        +                    "rate_limit",
        +                    "upstream",
        +                    "timeout",
        +                    "internal"
        +                  ],
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "type",
        +                "status",
        +                "retryable"
        +              ],
        +              "type": "object"
        +            },
        +            {
        +              "type": "null"
        +            }
        +          ]
        +        },
        +        "request_id": {
        +          "type": "string"
        +        },
        +        "successful": {
        +          "type": "boolean"
        +        },
        +        "tool": {
        +          "type": "string"
        +        },
        +        "upstream_status": {
        +          "description": "HTTP status returned by AIsaServices when a request was dispatched.",
        +          "type": "integer"
        +        }
        +      },
        +      "required": [
        +        "call_id",
        +        "tool",
        +        "successful",
        +        "request_id"
        +      ],
        +      "type": "object"
        +    },
        +    "type": "array"
        +  },
        +  "session_id": {
        +    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "pattern": "^[A-Za-z0-9_-]*$",
        +    "type": "string"
        +  },
        +  "success_count": {
        +    "minimum": 0,
        +    "type": "integer"
        +  },
        +  "total_count": {
        +    "minimum": 1,
        +    "type": "integer"
        +  }
        +}
      • addedOutput schema / required
        Added value: +[
        +  "session_id",
        +  "batch_id",
        +  "total_count",
        +  "success_count",
        +  "error_count",
        +  "results",
        +  "next_steps_guidance"
        +]
    • Changedget_coingecko_coins_categories1 field changed
      • addedInput schema / properties / order / description
        Added value: +"Sort results by field. \nDefault: `market_cap_desc`"
    • Changedget_coingecko_coins_id16 fields changed
      • removedInput schema / properties / community_data / default
        Removed value: -true
      • addedInput schema / properties / community_data / description
        Added value: +"Include community data. \nDeprecated: has no effect as of 28 August 2026; the `community_data` object is no longer returned."
      • removedInput schema / properties / developer_data / default
        Removed value: -true
      • addedInput schema / properties / developer_data / description
        Added value: +"Include developer data. \nDeprecated: has no effect as of 28 August 2026; the `developer_data` object is no longer returned."
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)"
      • addedInput schema / properties / include_categories_details
        Added value: +{
        +  "description": "Include categories details. \nDefault: false",
        +  "type": "boolean"
        +}
      • removedInput schema / properties / localization / default
        Removed value: -true
      • addedInput schema / properties / localization / description
        Added value: +"Include all localized languages in the response. \nDefault: true"
      • removedInput schema / properties / market_data / default
        Removed value: -true
      • addedInput schema / properties / market_data / description
        Added value: +"Include market data. \nDefault: true"
      • removedInput schema / properties / sparkline / default
        Removed value: -false
      • addedInput schema / properties / sparkline / description
        Added value: +"Include sparkline 7-day data. \nDefault: false"
      • removedInput schema / properties / tickers / default
        Removed value: -true
      • addedInput schema / properties / tickers / description
        Added value: +"Include tickers data. \nDefault: true"
    • Changedget_coingecko_coins_id_history8 fields changed
      • addedInput schema / properties / date / default
        Added value: +"2025-12-30"
      • changedInput schema / properties / date / description
        Previous value: -"Date in `dd-mm-yyyy` format."New value: +"The date of data snapshot. \nFormat: `YYYY-MM-DD`"
      • removedInput schema / properties / date / example
        Removed value: -"30-12-2024"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • removedInput schema / properties / localization / default
        Removed value: -true
      • addedInput schema / properties / localization / description
        Added value: +"Include all the localized languages in response. \nDefault: true"
    • Changedget_coingecko_coins_id_market_chart13 fields changed
      • addedInput schema / properties / days / default
        Added value: +"1"
      • changedInput schema / properties / days / description
        Previous value: -"Data up to N days ago. Accepts `1`, `7`, `14`, `30`, `90`, `180`, `365`, or `max`."New value: +"Data up to number of days ago. \nYou may use any integer or `max` for number of days."
      • removedInput schema / properties / days / example
        Removed value: -"7"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • changedInput schema / properties / interval / description
        Previous value: -"Data interval. CoinGecko supports `daily`; `hourly` is also available for supported ranges."New value: +"Data interval, leave empty for auto granularity."
      • changedInput schema / properties / interval / enum
        Previous value: -[
        -  "daily",
        -  "hourly"
        -]New value: +[
        +  "1m",
        +  "5m",
        +  "hourly",
        +  "daily"
        +]
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "vs_currency",
        -  "days"
        -]New value: +[
        +  "id",
        +  "days",
        +  "vs_currency"
        +]
    • Changedget_coingecko_coins_id_market_chart_range17 fields changed
      • addedInput schema / properties / from / default
        Added value: +"2025-12-22"
      • changedInput schema / properties / from / description
        Previous value: -"Start UNIX timestamp (seconds)."New value: +"Starting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / from / example
        Removed value: -1713398400
      • changedInput schema / properties / from / type
        Previous value: -"integer"New value: +"string"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "1m",
        +    "5m",
        +    "hourly",
        +    "daily"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • addedInput schema / properties / to / default
        Added value: +"2025-12-31"
      • changedInput schema / properties / to / description
        Previous value: -"End UNIX timestamp (seconds)."New value: +"Ending date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / to / example
        Removed value: -1713484800
      • changedInput schema / properties / to / type
        Previous value: -"integer"New value: +"string"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "vs_currency",
        -  "from",
        -  "to"
        -]New value: +[
        +  "id",
        +  "from",
        +  "to",
        +  "vs_currency"
        +]
    • Changedget_coingecko_coins_id_ohlc13 fields changed
      • addedInput schema / properties / days / default
        Added value: +"1"
      • changedInput schema / properties / days / description
        Previous value: -"`1`, `7`, `14`, `30`, `90`, `180`, `365`."New value: +"Data up to number of days ago."
      • addedInput schema / properties / days / enum
        Added value: +[
        +  "1",
        +  "7",
        +  "14",
        +  "30",
        +  "90",
        +  "180",
        +  "365",
        +  "max"
        +]
      • removedInput schema / properties / days / example
        Removed value: -"7"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "daily",
        +    "hourly"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of price data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "vs_currency",
        -  "days"
        -]New value: +[
        +  "id",
        +  "days",
        +  "vs_currency"
        +]
    • Changedget_coingecko_coins_id_tickers13 fields changed
      • removedInput schema / properties / depth / default
        Removed value: -false
      • addedInput schema / properties / depth / description
        Added value: +"Include 2% orderbook depth, i.e. `cost_to_move_up_usd` and `cost_to_move_down_usd`. \nDefault: false"
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / exchange_ids / description
        Previous value: -"Comma-separated exchange IDs."New value: +"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)"
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • removedInput schema / properties / include_exchange_logo / default
        Removed value: -false
      • changedInput schema / properties / include_exchange_logo / description
        Previous value: -"Show exchange logos in ticker results."New value: +"Include exchange logo. \nDefault: false"
      • addedInput schema / properties / order / description
        Added value: +"Sort the order of responses. \nDefault: trust_score_desc"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "trust_score_desc",
        -  "trust_score_asc",
        -  "volume_desc"
        -]New value: +[
        +  "trust_score_desc",
        +  "trust_score_asc",
        +  "volume_desc",
        +  "volume_asc"
        +]
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results"
    • Changedget_coingecko_coins_list3 fields changed
      • removedInput schema / properties / include_platform / default
        Removed value: -false
      • changedInput schema / properties / include_platform / description
        Previous value: -"Include platform + contract addresses."New value: +"Include platform and token's contract addresses. \nDefault: false"
      • addedInput schema / properties / status
        Added value: +{
        +  "description": "Filter by status of coins. \nDefault: active",
        +  "enum": [
        +    "active",
        +    "inactive"
        +  ],
        +  "type": "string"
        +}
    • Changedget_coingecko_coins_markets29 fields changed
      • changedInput schema / properties / category / description
        Previous value: -"Filter by category (see `/coins/categories/list`)."New value: +"Filter based on coins' category. \n*refers to [`/coins/categories/list`](/reference/coins-categories-list)"
      • addedInput schema / properties / ids / default
        Added value: +"bitcoin"
      • changedInput schema / properties / ids / description
        Previous value: -"Comma-separated CoinGecko coin IDs."New value: +"Coins' IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)"
      • removedInput schema / properties / ids / example
        Removed value: -"bitcoin,ethereum"
      • removedInput schema / properties / include_rehypothecated / default
        Removed value: -false
      • changedInput schema / properties / include_rehypothecated / description
        Previous value: -"Include rehypothecated tokens in market data when supported by CoinGecko."New value: +"Include rehypothecated tokens in results. When true, returns `market_cap_rank_with_rehypothecated` field. \nDefault: false"
      • addedInput schema / properties / include_tokens
        Added value: +{
        +  "description": "For `symbols` lookups, specify `all` to include all matching tokens. \nDefault `top` returns top-ranked tokens by market cap or volume.",
        +  "enum": [
        +    "top",
        +    "all"
        +  ],
        +  "type": "string"
        +}
      • removedInput schema / properties / locale / default
        Removed value: -"en"
      • changedInput schema / properties / locale / description
        Previous value: -"Response language locale. Official values include `en`, `zh`, `zh-tw`, and other supported CoinGecko locales."New value: +"Language background. \nDefault: en"
      • addedInput schema / properties / locale / enum
        Added value: +[
        +  "ar",
        +  "bg",
        +  "cs",
        +  "da",
        +  "de",
        +  "el",
        +  "en",
        +  "es",
        +  "fi",
        +  "fr",
        +  "he",
        +  "hi",
        +  "hr",
        +  "hu",
        +  "id",
        +  "it",
        +  "ja",
        +  "ko",
        +  "lt",
        +  "nl",
        +  "no",
        +  "pl",
        +  "pt",
        +  "ro",
        +  "ru",
        +  "sk",
        +  "sl",
        +  "sv",
        +  "th",
        +  "tr",
        +  "uk",
        +  "vi",
        +  "zh",
        +  "zh-tw"
        +]
      • removedInput schema / properties / locale / example
        Removed value: -"en"
      • addedInput schema / properties / names
        Added value: +{
        +  "default": "Bitcoin",
        +  "description": "Coins' names, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • removedInput schema / properties / order / default
        Removed value: -"market_cap_desc"
      • addedInput schema / properties / order / description
        Added value: +"Sort result by field. \nDefault: market_cap_desc"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "market_cap_desc",
        -  "market_cap_asc",
        -  "volume_desc",
        -  "volume_asc",
        -  "id_asc",
        -  "id_desc"
        -]New value: +[
        +  "market_cap_asc",
        +  "market_cap_desc",
        +  "volume_asc",
        +  "volume_desc",
        +  "id_asc",
        +  "id_desc"
        +]
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results. \nDefault: 1"
      • removedInput schema / properties / per_page / default
        Removed value: -100
      • addedInput schema / properties / per_page / description
        Added value: +"Total results per page. \nDefault: 100 \nValid values: 1...250"
      • removedInput schema / properties / per_page / maximum
        Removed value: -250
      • removedInput schema / properties / per_page / minimum
        Removed value: -1
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal places for currency price value"
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / price_change_percentage / description
        Previous value: -"Comma-separated windows: `1h,24h,7d,14d,30d,200d,1y`."New value: +"Include price change percentage timeframe, comma-separated if querying more than 1 timeframe. \nValid values: `1h`, `24h`, `7d`, `14d`, `30d`, `200d`, `1y`"
      • removedInput schema / properties / sparkline / default
        Removed value: -false
      • addedInput schema / properties / sparkline / description
        Added value: +"Include sparkline 7-day data. \nDefault: false"
      • addedInput schema / properties / symbols
        Added value: +{
        +  "default": "btc",
        +  "description": "Coins' symbols, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of coins and market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"
    • Changedget_coingecko_exchanges7 fields changed
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results. \nDefault: 1"
      • changedInput schema / properties / page / type
        Previous value: -"integer"New value: +"number"
      • removedInput schema / properties / per_page / default
        Removed value: -100
      • addedInput schema / properties / per_page / description
        Added value: +"Total results per page. \nDefault: 100. \nValid values: 1...250"
      • removedInput schema / properties / per_page / maximum
        Removed value: -250
      • changedInput schema / properties / per_page / type
        Previous value: -"integer"New value: +"number"
    • Changedget_coingecko_exchanges_id4 fields changed
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / id / default
        Added value: +"binance"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko exchange ID (e.g., `binance`, `gdax`). Get the list via `/exchanges/list`."New value: +"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)."
      • removedInput schema / properties / id / example
        Removed value: -"binance"
    • Changedget_coingecko_exchanges_id_tickers14 fields changed
      • changedInput schema / properties / coin_ids / description
        Previous value: -"Filter by coin IDs (comma-separated)."New value: +"Filter tickers by coin IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / depth / default
        Removed value: -false
      • addedInput schema / properties / depth / description
        Added value: +"Include 2% orderbook depth (cost_to_move_up_usd and cost_to_move_down_usd). \nDefault: false"
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / id / default
        Added value: +"binance"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko exchange ID (e.g., `binance`, `gdax`). Get the list via `/exchanges/list`."New value: +"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)."
      • removedInput schema / properties / id / example
        Removed value: -"binance"
      • removedInput schema / properties / include_exchange_logo / default
        Removed value: -false
      • changedInput schema / properties / include_exchange_logo / description
        Previous value: -"Show exchange logos in ticker results."New value: +"Include exchange logo. \nDefault: false"
      • addedInput schema / properties / order / description
        Added value: +"Sort the order of responses. \nDefault: `trust_score_desc`"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "trust_score_desc",
        -  "trust_score_asc",
        -  "volume_desc"
        -]New value: +[
        +  "market_cap_asc",
        +  "market_cap_desc",
        +  "trust_score_desc",
        +  "trust_score_asc",
        +  "volume_desc",
        +  "volume_asc",
        +  "base_target"
        +]
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results."
      • changedInput schema / properties / page / type
        Previous value: -"integer"New value: +"number"
    • Changedget_coingecko_exchanges_list1 field changed
      • addedInput schema / properties / status
        Added value: +{
        +  "description": "Filter by status of exchanges. \nDefault: `active`",
        +  "enum": [
        +    "active",
        +    "inactive"
        +  ],
        +  "type": "string"
        +}
    • Changedget_coingecko_search_trending1 field changed
      • addedInput schema / properties / show_max
        Added value: +{
        +  "description": "Show max number of results available for the given type. \nAvailable values: `coins`, `nfts`, `categories` \ne.g. `coins` or `coins,nfts,categories`",
        +  "type": "string"
        +}
    • Changedget_coingecko_simple_price20 fields changed
      • addedInput schema / properties / ids / default
        Added value: +"bitcoin"
      • changedInput schema / properties / ids / description
        Previous value: -"Comma-separated coin IDs."New value: +"Coins' IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)"
      • removedInput schema / properties / ids / example
        Removed value: -"bitcoin,ethereum"
      • removedInput schema / properties / include_24hr_change / default
        Removed value: -false
      • addedInput schema / properties / include_24hr_change / description
        Added value: +"Include 24-hour change percentage. \nDefault: false"
      • removedInput schema / properties / include_24hr_vol / default
        Removed value: -false
      • addedInput schema / properties / include_24hr_vol / description
        Added value: +"Include 24-hour trading volume. \nDefault: false"
      • removedInput schema / properties / include_last_updated_at / default
        Removed value: -false
      • addedInput schema / properties / include_last_updated_at / description
        Added value: +"Include last updated price time as a UNIX timestamp. \nDefault: false"
      • removedInput schema / properties / include_market_cap / default
        Removed value: -false
      • addedInput schema / properties / include_market_cap / description
        Added value: +"Include market capitalization. \nDefault: false"
      • addedInput schema / properties / include_tokens
        Added value: +{
        +  "description": "For `symbols` lookups, specify `all` to include all matching tokens. \nDefault `top` returns top-ranked tokens by market cap or volume.",
        +  "enum": [
        +    "top",
        +    "all"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / names
        Added value: +{
        +  "default": "Bitcoin",
        +  "description": "Coins' names, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • addedInput schema / properties / precision / description
        Added value: +"Decimal places for currency price value"
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • addedInput schema / properties / symbols
        Added value: +{
        +  "default": "btc",
        +  "description": "Coins' symbols, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • addedInput schema / properties / vs_currencies / default
        Added value: +"usd"
      • changedInput schema / properties / vs_currencies / description
        Previous value: -"Comma-separated target currencies."New value: +"Target currency of coins, comma-separated if querying more than 1 currency. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"
      • removedInput schema / properties / vs_currencies / example
        Removed value: -"usd,eur"
      • changedInput schema / required
        Previous value: -[
        -  "ids",
        -  "vs_currencies"
        -]New value: +[
        +  "vs_currencies"
        +]
    • Changedget_coingecko_simple_token_price_id16 fields changed
      • addedInput schema / properties / contract_addresses / default
        Added value: +"0x2260fac5e5542a773aa44fbcfedf7c193bc2c599"
      • changedInput schema / properties / contract_addresses / description
        Previous value: -"Comma-separated contract addresses."New value: +"Token contract addresses, comma-separated if querying more than 1 token"
      • removedInput schema / properties / contract_addresses / example
        Removed value: -"0xdAC17F958D2ee523a2206206994597C13D831ec7"
      • addedInput schema / properties / id / default
        Added value: +"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Platform ID (e.g., `ethereum`, `binance-smart-chain`, `polygon-pos`)."New value: +"Asset platform's ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)"
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • addedInput schema / properties / include_24hr_change / description
        Added value: +"Include 24-hour change percentage. \nDefault: false"
      • addedInput schema / properties / include_24hr_vol / description
        Added value: +"Include 24-hour trading volume. \nDefault: false"
      • addedInput schema / properties / include_last_updated_at / description
        Added value: +"Include last updated price time as a UNIX timestamp. \nDefault: false"
      • addedInput schema / properties / include_market_cap / description
        Added value: +"Include market capitalization. \nDefault: false"
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal places for currency price value"
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • addedInput schema / properties / vs_currencies / default
        Added value: +"usd"
      • changedInput schema / properties / vs_currencies / description
        Previous value: -"Comma-separated target currencies."New value: +"Target currency of coins, comma-separated if querying more than 1 currency. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"
      • removedInput schema / properties / vs_currencies / example
        Removed value: -"usd"
    • Changedget_coingecko_token_data7 fields changed
      • changedInput schema / properties / contract_address / default
        Previous value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"New value: +"0xc02aaa39b223fe8d0a0e5c4f27ead9083c756cc2"
      • changedInput schema / properties / contract_address / description
        Previous value: -"The contract address of the token."New value: +"The contract address of token."
      • removedInput schema / properties / contract_address / example
        Removed value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform ID (e.g., `ethereum`). Refers to the `/asset_platforms` list on CoinGecko."New value: +"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "contract_address"
        -]New value: +[
        +  "contract_address",
        +  "id"
        +]
      • removedOutput schema / x-fastmcp-wrap-result
        Removed value: -true
    • Changedget_coingecko_token_market_chart14 fields changed
      • addedInput schema / properties / contract_address / default
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / contract_address / description
        Previous value: -"Contract address."New value: +"The contract address of token."
      • addedInput schema / properties / days / default
        Added value: +"1"
      • changedInput schema / properties / days / description
        Previous value: -"Data up to N days ago. Accepts `1`, `7`, `14`, `30`, `90`, `180`, `365`, or `max`."New value: +"Data up to number of days ago. \nYou may use any integer or `max` for number of days."
      • removedInput schema / properties / days / example
        Removed value: -"7"
      • addedInput schema / properties / id / default
        Added value: +"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Platform ID."New value: +"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "1m",
        +    "5m",
        +    "hourly",
        +    "daily"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "contract_address",
        -  "vs_currency",
        -  "days"
        -]New value: +[
        +  "contract_address",
        +  "id",
        +  "days",
        +  "vs_currency"
        +]
    • Changedget_coingecko_token_market_chart_range20 fields changed
      • addedInput schema / properties / contract_address / default
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / contract_address / description
        Previous value: -"Token contract address."New value: +"The contract address of token."
      • removedInput schema / properties / contract_address / example
        Removed value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • addedInput schema / properties / from / default
        Added value: +"2025-12-22"
      • changedInput schema / properties / from / description
        Previous value: -"Start UNIX timestamp (seconds)."New value: +"Starting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / from / example
        Removed value: -1751328000
      • changedInput schema / properties / from / type
        Previous value: -"integer"New value: +"string"
      • addedInput schema / properties / id / default
        Added value: +"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform ID (e.g., `ethereum`)."New value: +"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "1m",
        +    "5m",
        +    "hourly",
        +    "daily"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • addedInput schema / properties / to / default
        Added value: +"2025-12-31"
      • changedInput schema / properties / to / description
        Previous value: -"End UNIX timestamp (seconds)."New value: +"Ending date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / to / example
        Removed value: -1751414400
      • changedInput schema / properties / to / type
        Previous value: -"integer"New value: +"string"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "contract_address",
        -  "vs_currency",
        -  "from",
        -  "to"
        -]New value: +[
        +  "contract_address",
        +  "id",
        +  "from",
        +  "to",
        +  "vs_currency"
        +]
    • Changedget_details13 fields changed
      • addedInput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • removedInput schema / properties / arguments
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "additionalProperties": true,
        -      "type": "object"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "The arguments the operation would be called with, for a price that reflects them. Keyed by operation_id for a batch, or passed flat for a single operation_id. Routes whose required parameters are validated before pricing have no price without them."
        -}
      • addedInput schema / properties / include_arguments_schema
        Added value: +{
        +  "default": true,
        +  "description": "Return the complete arguments_schema. Defaults to true.",
        +  "type": "boolean"
        +}
      • changedInput schema / properties / include_documentation / description
        Previous value: -"Include the complete native public OpenAPI document, reference closure and scoped completeness. Existing execution schemas remain unchanged."New value: +"Return the complete immutable public OpenAPI operation, referenced declarations, provenance and scoped completeness. Documentation does not change execution support."
      • addedInput schema / properties / include_response_schema
        Added value: +{
        +  "default": false,
        +  "description": "Return the complete response_schema. Defaults to false.",
        +  "type": "boolean"
        +}
      • removedInput schema / properties / operation_id
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "string"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "One operation_id from search"
        -}
      • removedInput schema / properties / operation_ids
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "items": {
        -        "type": "string"
        -      },
        -      "type": "array"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "Up to 20 operation_ids, for a batch"
        -}
      • addedInput schema / properties / session_id
        Added value: +{
        +  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +  "maxLength": 128,
        +  "pattern": "^[A-Za-z0-9_-]*$",
        +  "type": "string"
        +}
      • addedInput schema / properties / tools
        Added value: +{
        +  "description": "Exact tool names returned by search whose complete contracts are needed. Never invent tool names.",
        +  "items": {
        +    "minLength": 1,
        +    "pattern": "^\\S(?:.*\\S)?$",
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "minItems": 1,
        +  "type": "array",
        +  "uniqueItems": true
        +}
      • removedInput schema / properties / with_quote
        Removed value: -{
        -  "default": true,
        -  "description": "Whether each operation is priced for this account before the answer. One round trip per operation; spends nothing.",
        -  "type": "boolean"
        -}
      • addedInput schema / required
        Added value: +[
        +  "tools"
        +]
      • addedOutput schema / properties
        Added value: +{
        +  "error_count": {
        +    "type": "integer"
        +  },
        +  "next_steps_guidance": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "array"
        +      }
        +    ],
        +    "items": {
        +      "type": "string"
        +    }
        +  },
        +  "session_id": {
        +    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "pattern": "^[A-Za-z0-9_-]{1,128}$",
        +    "type": "string"
        +  },
        +  "success_count": {
        +    "type": "integer"
        +  },
        +  "tools": {
        +    "additionalProperties": {
        +      "additionalProperties": false,
        +      "properties": {
        +        "arguments_schema": {
        +          "additionalProperties": true,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ]
        +        },
        +        "canonical_operation_id": {
        +          "type": "string"
        +        },
        +        "documentation": {
        +          "additionalProperties": true,
        +          "type": "object"
        +        },
        +        "error": {
        +          "additionalProperties": false,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ],
        +          "properties": {
        +            "code": {
        +              "type": "string"
        +            },
        +            "message": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "code",
        +            "message"
        +          ]
        +        },
        +        "execution_supported": {
        +          "description": "Whether this router can execute and quote the operation; false retains documentation and discovery only.",
        +          "type": "boolean"
        +        },
        +        "execution_unsupported_reason": {
        +          "description": "Why execution and quoting remain unavailable through this router.",
        +          "type": "string"
        +        },
        +        "idempotent": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "boolean"
        +            }
        +          ]
        +        },
        +        "known_pitfalls": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "array"
        +            }
        +          ],
        +          "items": {
        +            "type": "string"
        +          }
        +        },
        +        "read_only": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "boolean"
        +            }
        +          ]
        +        },
        +        "response_schema": {
        +          "additionalProperties": true,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ]
        +        },
        +        "side_effects": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "array"
        +            }
        +          ],
        +          "items": {
        +            "type": "string"
        +          }
        +        },
        +        "successful": {
        +          "type": "boolean"
        +        }
        +      },
        +      "required": [
        +        "successful"
        +      ],
        +      "type": "object"
        +    },
        +    "type": "object"
        +  },
        +  "total_count": {
        +    "type": "integer"
        +  }
        +}
      • addedOutput schema / required
        Added value: +[
        +  "error_count",
        +  "next_steps_guidance",
        +  "session_id",
        +  "success_count",
        +  "tools",
        +  "total_count"
        +]
    • Changedsearch17 fields changed
      • addedInput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • removedInput schema / properties / category / anyOf
        Removed value: -[
        -  {
        -    "enum": [
        -      "seo",
        -      "finance",
        -      "social",
        -      "search",
        -      "sales",
        -      "mail"
        -    ],
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • removedInput schema / properties / category / default
        Removed value: -null
      • changedInput schema / properties / category / description
        Previous value: -"Restrict to one category (seo, finance, social, search, sales, mail). Omit to search everything."New value: +"Restrict retrieval to one category. Omit to search everything. (AIsa-only: tool-router has no equivalent.)"
      • addedInput schema / properties / category / enum
        Added value: +[
        +  "seo",
        +  "finance",
        +  "social",
        +  "search",
        +  "sales",
        +  "mail"
        +]
      • addedInput schema / properties / category / type
        Added value: +"string"
      • addedInput schema / properties / known_fields
        Added value: +{
        +  "additionalProperties": true,
        +  "default": {},
        +  "description": "Known values such as ticker, URL, provider, or identifier that improve retrieval.",
        +  "type": "object"
        +}
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum candidates, 1-10"New value: +"Maximum number of additional direct tool candidates."
      • addedInput schema / properties / limit / maximum
        Added value: +20
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • addedInput schema / properties / provider_filters
        Added value: +{
        +  "default": [],
        +  "description": "Optional exact catalog provider keys used to narrow retrieval (for example similarweb). Do not use display brands. Omit this field if the exact key is unknown.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 50,
        +  "type": "array",
        +  "uniqueItems": true
        +}
      • changedInput schema / properties / query / description
        Previous value: -"What you need, in plain language, e.g. 'backlinks of a domain', 'recent tweets by a user', 'insider trades for AAPL'. English works best."New value: +"Natural-language capability or task to discover."
      • addedInput schema / properties / query / maxLength
        Added value: +2000
      • addedInput schema / properties / query / minLength
        Added value: +1
      • addedInput schema / properties / session_id
        Added value: +{
        +  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +  "maxLength": 128,
        +  "pattern": "^[A-Za-z0-9_-]*$",
        +  "type": "string"
        +}
      • addedOutput schema / properties
        Added value: +{
        +  "next_steps_guidance": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "array"
        +      }
        +    ],
        +    "items": {
        +      "type": "string"
        +    }
        +  },
        +  "plan": {
        +    "additionalProperties": false,
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "object"
        +      }
        +    ],
        +    "properties": {
        +      "canonical_use_case": {
        +        "type": "string"
        +      },
        +      "description": {
        +        "type": "string"
        +      },
        +      "known_pitfalls": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      },
        +      "plan_ref": {
        +        "type": "string"
        +      },
        +      "primary_tools": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      },
        +      "recommended_steps": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      },
        +      "related_tools": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      }
        +    },
        +    "required": [
        +      "canonical_use_case",
        +      "description",
        +      "known_pitfalls",
        +      "plan_ref",
        +      "primary_tools",
        +      "recommended_steps",
        +      "related_tools"
        +    ]
        +  },
        +  "retrieval_mode": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "string"
        +      }
        +    ]
        +  },
        +  "search_id": {
        +    "type": "string"
        +  },
        +  "session_id": {
        +    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "pattern": "^[A-Za-z0-9_-]{1,128}$",
        +    "type": "string"
        +  },
        +  "tools": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "array"
        +      }
        +    ],
        +    "items": {
        +      "additionalProperties": false,
        +      "properties": {
        +        "arguments_schema": {
        +          "additionalProperties": true,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ]
        +        },
        +        "description": {
        +          "type": "string"
        +        },
        +        "execution_supported": {
        +          "description": "Whether this router can execute and quote the operation; false retains documentation and discovery only.",
        +          "type": "boolean"
        +        },
        +        "execution_unsupported_reason": {
        +          "description": "Why execution and quoting remain unavailable through this router.",
        +          "type": "string"
        +        },
        +        "has_full_schema": {
        +          "type": "boolean"
        +        },
        +        "match_reasons": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "array"
        +            }
        +          ],
        +          "items": {
        +            "type": "string"
        +          }
        +        },
        +        "price": {
        +          "additionalProperties": true,
        +          "type": "object"
        +        },
        +        "retrieval_debug": {
        +          "additionalProperties": false,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ],
        +          "properties": {
        +            "fused_rank": {
        +              "type": "integer"
        +            },
        +            "fused_score": {
        +              "type": "number"
        +            },
        +            "lexical_rank": {
        +              "type": "integer"
        +            },
        +            "lexical_score": {
        +              "type": "number"
        +            },
        +            "rerank_admission_rank": {
        +              "type": "integer"
        +            },
        +            "rerank_rank": {
        +              "type": "integer"
        +            },
        +            "rerank_score": {
        +              "anyOf": [
        +                {
        +                  "type": "null"
        +                },
        +                {
        +                  "type": "number"
        +                }
        +              ]
        +            },
        +            "runtime_availability": {
        +              "type": "string"
        +            },
        +            "vector_view_ranks": {
        +              "additionalProperties": {
        +                "type": "integer"
        +              },
        +              "type": "object"
        +            },
        +            "vector_view_scores": {
        +              "additionalProperties": {
        +                "type": "number"
        +              },
        +              "type": "object"
        +            }
        +          },
        +          "required": [
        +            "fused_rank",
        +            "fused_score",
        +            "lexical_rank",
        +            "lexical_score",
        +            "rerank_admission_rank",
        +            "rerank_rank",
        +            "runtime_availability",
        +            "vector_view_ranks",
        +            "vector_view_scores"
        +          ]
        +        },
        +        "summary": {
        +          "type": "string"
        +        },
        +        "tool": {
        +          "type": "string"
        +        }
        +      },
        +      "required": [
        +        "description",
        +        "has_full_schema",
        +        "price",
        +        "summary",
        +        "tool"
        +      ],
        +      "type": "object"
        +    }
        +  }
        +}
      • addedOutput schema / required
        Added value: +[
        +  "next_steps_guidance",
        +  "search_id",
        +  "session_id",
        +  "tools"
        +]
    • Changeduse1 field changed
      • changedInput schema / properties / max_price_usd / description
        Previous value: -"Refuse the call before any spend if it would cost more than this many USD"New value: +"Refuse the call before any spend if its quoted price is above this many USD"
  3. 25 tool updates
    • Removedbatch_get_schema
    • Removedbatch_quote
    • Changedbatch_use18 fields changed
      • removedInput schema / $schema
        Removed value: -"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / properties / calls / description
        Added value: +"Up to 20 items of {call_id, operation_id, arguments}; steps at the same execution_level of a plan go in one batch"
      • removedInput schema / properties / calls / items / $schema
        Removed value: -"https://json-schema.org/draft/2020-12/schema"
      • changedInput schema / properties / calls / items / additionalProperties
        Previous value: -falseNew value: +true
      • removedInput schema / properties / calls / items / properties
        Removed value: -{
        -  "arguments": {
        -    "additionalProperties": true,
        -    "description": "Strictly schema-compliant arguments using the exact field names and types from this tool's arguments_schema.",
        -    "type": "object"
        -  },
        -  "call_id": {
        -    "description": "Caller-chosen identifier unique within this batch.",
        -    "maxLength": 128,
        -    "minLength": 1,
        -    "type": "string"
        -  },
        -  "tool": {
        -    "description": "Exact tool name returned by search or batch_get_schema. Never invent a name.",
        -    "minLength": 1,
        -    "type": "string"
        -  }
        -}
      • removedInput schema / properties / calls / items / required
        Removed value: -[
        -  "call_id",
        -  "tool",
        -  "arguments"
        -]
      • removedInput schema / properties / calls / maxItems
        Removed value: -20
      • removedInput schema / properties / calls / minItems
        Removed value: -1
      • addedInput schema / properties / max_price_usd
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "number"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Per-call price cap applied to every item"
        +}
      • addedInput schema / properties / search_id / anyOf
        Added value: +[
        +  {
        +    "type": "string"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
      • addedInput schema / properties / search_id / default
        Added value: +null
      • changedInput schema / properties / search_id / description
        Previous value: -"Optional search correlation identifier returned by search."New value: +"search_id from the search that found these operations"
      • removedInput schema / properties / search_id / type
        Removed value: -"string"
      • removedInput schema / properties / session_id
        Removed value: -{
        -  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        -  "maxLength": 128,
        -  "pattern": "^[A-Za-z0-9_-]*$",
        -  "type": "string"
        -}
      • removedOutput schema / $defs
        Removed value: -{
        -  "jsonValue": {
        -    "anyOf": [
        -      {
        -        "additionalProperties": {
        -          "$ref": "#/$defs/jsonValue"
        -        },
        -        "type": "object"
        -      },
        -      {
        -        "items": {
        -          "$ref": "#/$defs/jsonValue"
        -        },
        -        "type": "array"
        -      },
        -      {
        -        "type": "string"
        -      },
        -      {
        -        "type": "number"
        -      },
        -      {
        -        "type": "boolean"
        -      },
        -      {
        -        "type": "null"
        -      }
        -    ],
        -    "description": "JSON value returned by the upstream tool."
        -  }
        -}
      • removedOutput schema / $schema
        Removed value: -"https://json-schema.org/draft/2020-12/schema"
      • removedOutput schema / properties
        Removed value: -{
        -  "batch_id": {
        -    "type": "string"
        -  },
        -  "error_count": {
        -    "minimum": 0,
        -    "type": "integer"
        -  },
        -  "next_steps_guidance": {
        -    "description": "Deterministic next-step instructions derived from this result. Not an authorization grant.",
        -    "items": {
        -      "type": "string"
        -    },
        -    "type": "array"
        -  },
        -  "results": {
        -    "items": {
        -      "$schema": "https://json-schema.org/draft/2020-12/schema",
        -      "additionalProperties": false,
        -      "properties": {
        -        "call_id": {
        -          "type": "string"
        -        },
        -        "customer_cost_micros_usd": {
        -          "description": "Actual customer charge settled by AIsaServices, in micro-USD. Omitted when the upstream response does not report it.",
        -          "minimum": 0,
        -          "type": "integer"
        -        },
        -        "data": {
        -          "$ref": "#/$defs/jsonValue"
        -        },
        -        "error": {
        -          "anyOf": [
        -            {
        -              "$schema": "https://json-schema.org/draft/2020-12/schema",
        -              "additionalProperties": false,
        -              "properties": {
        -                "message": {
        -                  "type": "string"
        -                },
        -                "retryable": {
        -                  "type": "boolean"
        -                },
        -                "status": {
        -                  "type": "integer"
        -                },
        -                "type": {
        -                  "enum": [
        -                    "validation",
        -                    "authentication",
        -                    "payment",
        -                    "permission",
        -                    "rate_limit",
        -                    "upstream",
        -                    "timeout",
        -                    "internal"
        -                  ],
        -                  "type": "string"
        -                }
        -              },
        -              "required": [
        -                "type",
        -                "status",
        -                "retryable"
        -              ],
        -              "type": "object"
        -            },
        -            {
        -              "type": "null"
        -            }
        -          ]
        -        },
        -        "request_id": {
        -          "type": "string"
        -        },
        -        "successful": {
        -          "type": "boolean"
        -        },
        -        "tool": {
        -          "type": "string"
        -        },
        -        "upstream_status": {
        -          "description": "HTTP status returned by AIsaServices when a request was dispatched.",
        -          "type": "integer"
        -        }
        -      },
        -      "required": [
        -        "call_id",
        -        "tool",
        -        "successful",
        -        "request_id"
        -      ],
        -      "type": "object"
        -    },
        -    "type": "array"
        -  },
        -  "session_id": {
        -    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        -    "maxLength": 128,
        -    "minLength": 1,
        -    "pattern": "^[A-Za-z0-9_-]*$",
        -    "type": "string"
        -  },
        -  "success_count": {
        -    "minimum": 0,
        -    "type": "integer"
        -  },
        -  "total_count": {
        -    "minimum": 1,
        -    "type": "integer"
        -  }
        -}
      • removedOutput schema / required
        Removed value: -[
        -  "session_id",
        -  "batch_id",
        -  "total_count",
        -  "success_count",
        -  "error_count",
        -  "results",
        -  "next_steps_guidance"
        -]
    • Changedget_coingecko_coins_categories1 field changed
      • removedInput schema / properties / order / description
        Removed value: -"Sort results by field. \nDefault: `market_cap_desc`"
    • Changedget_coingecko_coins_id16 fields changed
      • addedInput schema / properties / community_data / default
        Added value: +true
      • removedInput schema / properties / community_data / description
        Removed value: -"Include community data. \nDeprecated: has no effect as of 28 August 2026; the `community_data` object is no longer returned."
      • addedInput schema / properties / developer_data / default
        Added value: +true
      • removedInput schema / properties / developer_data / description
        Removed value: -"Include developer data. \nDeprecated: has no effect as of 28 August 2026; the `developer_data` object is no longer returned."
      • removedInput schema / properties / dex_pair_format
        Removed value: -{
        -  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        -  "enum": [
        -    "contract_address",
        -    "symbol"
        -  ],
        -  "type": "string"
        -}
      • removedInput schema / properties / id / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)"New value: +"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."
      • removedInput schema / properties / include_categories_details
        Removed value: -{
        -  "description": "Include categories details. \nDefault: false",
        -  "type": "boolean"
        -}
      • addedInput schema / properties / localization / default
        Added value: +true
      • removedInput schema / properties / localization / description
        Removed value: -"Include all localized languages in the response. \nDefault: true"
      • addedInput schema / properties / market_data / default
        Added value: +true
      • removedInput schema / properties / market_data / description
        Removed value: -"Include market data. \nDefault: true"
      • addedInput schema / properties / sparkline / default
        Added value: +false
      • removedInput schema / properties / sparkline / description
        Removed value: -"Include sparkline 7-day data. \nDefault: false"
      • addedInput schema / properties / tickers / default
        Added value: +true
      • removedInput schema / properties / tickers / description
        Removed value: -"Include tickers data. \nDefault: true"
    • Changedget_coingecko_coins_id_history8 fields changed
      • removedInput schema / properties / date / default
        Removed value: -"2025-12-30"
      • changedInput schema / properties / date / description
        Previous value: -"The date of data snapshot. \nFormat: `YYYY-MM-DD`"New value: +"Date in `dd-mm-yyyy` format."
      • addedInput schema / properties / date / example
        Added value: +"30-12-2024"
      • removedInput schema / properties / id / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."New value: +"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • addedInput schema / properties / localization / default
        Added value: +true
      • removedInput schema / properties / localization / description
        Removed value: -"Include all the localized languages in response. \nDefault: true"
    • Changedget_coingecko_coins_id_market_chart13 fields changed
      • removedInput schema / properties / days / default
        Removed value: -"1"
      • changedInput schema / properties / days / description
        Previous value: -"Data up to number of days ago. \nYou may use any integer or `max` for number of days."New value: +"Data up to N days ago. Accepts `1`, `7`, `14`, `30`, `90`, `180`, `365`, or `max`."
      • addedInput schema / properties / days / example
        Added value: +"7"
      • removedInput schema / properties / id / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."New value: +"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • changedInput schema / properties / interval / description
        Previous value: -"Data interval, leave empty for auto granularity."New value: +"Data interval. CoinGecko supports `daily`; `hourly` is also available for supported ranges."
      • changedInput schema / properties / interval / enum
        Previous value: -[
        -  "1m",
        -  "5m",
        -  "hourly",
        -  "daily"
        -]New value: +[
        +  "daily",
        +  "hourly"
        +]
      • changedInput schema / properties / precision / description
        Previous value: -"Decimal place for currency price value."New value: +"`full` or a value from `0` to `18` to specify decimal places for currency price values."
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."New value: +"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "days",
        -  "vs_currency"
        -]New value: +[
        +  "id",
        +  "vs_currency",
        +  "days"
        +]
    • Changedget_coingecko_coins_id_market_chart_range17 fields changed
      • removedInput schema / properties / from / default
        Removed value: -"2025-12-22"
      • changedInput schema / properties / from / description
        Previous value: -"Starting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"New value: +"Start UNIX timestamp (seconds)."
      • addedInput schema / properties / from / example
        Added value: +1713398400
      • changedInput schema / properties / from / type
        Previous value: -"string"New value: +"integer"
      • removedInput schema / properties / id / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."New value: +"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • removedInput schema / properties / interval
        Removed value: -{
        -  "description": "Data interval, leave empty for auto granularity.",
        -  "enum": [
        -    "1m",
        -    "5m",
        -    "hourly",
        -    "daily"
        -  ],
        -  "type": "string"
        -}
      • changedInput schema / properties / precision / description
        Previous value: -"Decimal place for currency price value."New value: +"`full` or a value from `0` to `18` to specify decimal places for currency price values."
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • removedInput schema / properties / to / default
        Removed value: -"2025-12-31"
      • changedInput schema / properties / to / description
        Previous value: -"Ending date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"New value: +"End UNIX timestamp (seconds)."
      • addedInput schema / properties / to / example
        Added value: +1713484800
      • changedInput schema / properties / to / type
        Previous value: -"string"New value: +"integer"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."New value: +"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "from",
        -  "to",
        -  "vs_currency"
        -]New value: +[
        +  "id",
        +  "vs_currency",
        +  "from",
        +  "to"
        +]
    • Changedget_coingecko_coins_id_ohlc13 fields changed
      • removedInput schema / properties / days / default
        Removed value: -"1"
      • changedInput schema / properties / days / description
        Previous value: -"Data up to number of days ago."New value: +"`1`, `7`, `14`, `30`, `90`, `180`, `365`."
      • removedInput schema / properties / days / enum
        Removed value: -[
        -  "1",
        -  "7",
        -  "14",
        -  "30",
        -  "90",
        -  "180",
        -  "365",
        -  "max"
        -]
      • addedInput schema / properties / days / example
        Added value: +"7"
      • removedInput schema / properties / id / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."New value: +"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • removedInput schema / properties / interval
        Removed value: -{
        -  "description": "Data interval, leave empty for auto granularity.",
        -  "enum": [
        -    "daily",
        -    "hourly"
        -  ],
        -  "type": "string"
        -}
      • changedInput schema / properties / precision / description
        Previous value: -"Decimal place for currency price value."New value: +"`full` or a value from `0` to `18` to specify decimal places for currency price values."
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency of price data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."New value: +"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "days",
        -  "vs_currency"
        -]New value: +[
        +  "id",
        +  "vs_currency",
        +  "days"
        +]
    • Changedget_coingecko_coins_id_tickers13 fields changed
      • addedInput schema / properties / depth / default
        Added value: +false
      • removedInput schema / properties / depth / description
        Removed value: -"Include 2% orderbook depth, i.e. `cost_to_move_up_usd` and `cost_to_move_down_usd`. \nDefault: false"
      • removedInput schema / properties / dex_pair_format
        Removed value: -{
        -  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        -  "enum": [
        -    "contract_address",
        -    "symbol"
        -  ],
        -  "type": "string"
        -}
      • changedInput schema / properties / exchange_ids / description
        Previous value: -"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)"New value: +"Comma-separated exchange IDs."
      • removedInput schema / properties / id / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)"New value: +"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • addedInput schema / properties / include_exchange_logo / default
        Added value: +false
      • changedInput schema / properties / include_exchange_logo / description
        Previous value: -"Include exchange logo. \nDefault: false"New value: +"Show exchange logos in ticker results."
      • removedInput schema / properties / order / description
        Removed value: -"Sort the order of responses. \nDefault: trust_score_desc"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "trust_score_desc",
        -  "trust_score_asc",
        -  "volume_desc",
        -  "volume_asc"
        -]New value: +[
        +  "trust_score_desc",
        +  "trust_score_asc",
        +  "volume_desc"
        +]
      • addedInput schema / properties / page / default
        Added value: +1
      • removedInput schema / properties / page / description
        Removed value: -"Page through results"
    • Changedget_coingecko_coins_list3 fields changed
      • addedInput schema / properties / include_platform / default
        Added value: +false
      • changedInput schema / properties / include_platform / description
        Previous value: -"Include platform and token's contract addresses. \nDefault: false"New value: +"Include platform + contract addresses."
      • removedInput schema / properties / status
        Removed value: -{
        -  "description": "Filter by status of coins. \nDefault: active",
        -  "enum": [
        -    "active",
        -    "inactive"
        -  ],
        -  "type": "string"
        -}
    • Changedget_coingecko_coins_markets29 fields changed
      • changedInput schema / properties / category / description
        Previous value: -"Filter based on coins' category. \n*refers to [`/coins/categories/list`](/reference/coins-categories-list)"New value: +"Filter by category (see `/coins/categories/list`)."
      • removedInput schema / properties / ids / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / ids / description
        Previous value: -"Coins' IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)"New value: +"Comma-separated CoinGecko coin IDs."
      • addedInput schema / properties / ids / example
        Added value: +"bitcoin,ethereum"
      • addedInput schema / properties / include_rehypothecated / default
        Added value: +false
      • changedInput schema / properties / include_rehypothecated / description
        Previous value: -"Include rehypothecated tokens in results. When true, returns `market_cap_rank_with_rehypothecated` field. \nDefault: false"New value: +"Include rehypothecated tokens in market data when supported by CoinGecko."
      • removedInput schema / properties / include_tokens
        Removed value: -{
        -  "description": "For `symbols` lookups, specify `all` to include all matching tokens. \nDefault `top` returns top-ranked tokens by market cap or volume.",
        -  "enum": [
        -    "top",
        -    "all"
        -  ],
        -  "type": "string"
        -}
      • addedInput schema / properties / locale / default
        Added value: +"en"
      • changedInput schema / properties / locale / description
        Previous value: -"Language background. \nDefault: en"New value: +"Response language locale. Official values include `en`, `zh`, `zh-tw`, and other supported CoinGecko locales."
      • removedInput schema / properties / locale / enum
        Removed value: -[
        -  "ar",
        -  "bg",
        -  "cs",
        -  "da",
        -  "de",
        -  "el",
        -  "en",
        -  "es",
        -  "fi",
        -  "fr",
        -  "he",
        -  "hi",
        -  "hr",
        -  "hu",
        -  "id",
        -  "it",
        -  "ja",
        -  "ko",
        -  "lt",
        -  "nl",
        -  "no",
        -  "pl",
        -  "pt",
        -  "ro",
        -  "ru",
        -  "sk",
        -  "sl",
        -  "sv",
        -  "th",
        -  "tr",
        -  "uk",
        -  "vi",
        -  "zh",
        -  "zh-tw"
        -]
      • addedInput schema / properties / locale / example
        Added value: +"en"
      • removedInput schema / properties / names
        Removed value: -{
        -  "default": "Bitcoin",
        -  "description": "Coins' names, comma-separated if querying more than 1 coin.",
        -  "type": "string"
        -}
      • addedInput schema / properties / order / default
        Added value: +"market_cap_desc"
      • removedInput schema / properties / order / description
        Removed value: -"Sort result by field. \nDefault: market_cap_desc"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "market_cap_asc",
        -  "market_cap_desc",
        -  "volume_asc",
        -  "volume_desc",
        -  "id_asc",
        -  "id_desc"
        -]New value: +[
        +  "market_cap_desc",
        +  "market_cap_asc",
        +  "volume_desc",
        +  "volume_asc",
        +  "id_asc",
        +  "id_desc"
        +]
      • addedInput schema / properties / page / default
        Added value: +1
      • removedInput schema / properties / page / description
        Removed value: -"Page through results. \nDefault: 1"
      • addedInput schema / properties / per_page / default
        Added value: +100
      • removedInput schema / properties / per_page / description
        Removed value: -"Total results per page. \nDefault: 100 \nValid values: 1...250"
      • addedInput schema / properties / per_page / maximum
        Added value: +250
      • addedInput schema / properties / per_page / minimum
        Added value: +1
      • changedInput schema / properties / precision / description
        Previous value: -"Decimal places for currency price value"New value: +"`full` or a value from `0` to `18` to specify decimal places for currency price values."
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • changedInput schema / properties / price_change_percentage / description
        Previous value: -"Include price change percentage timeframe, comma-separated if querying more than 1 timeframe. \nValid values: `1h`, `24h`, `7d`, `14d`, `30d`, `200d`, `1y`"New value: +"Comma-separated windows: `1h,24h,7d,14d,30d,200d,1y`."
      • addedInput schema / properties / sparkline / default
        Added value: +false
      • removedInput schema / properties / sparkline / description
        Removed value: -"Include sparkline 7-day data. \nDefault: false"
      • removedInput schema / properties / symbols
        Removed value: -{
        -  "default": "btc",
        -  "description": "Coins' symbols, comma-separated if querying more than 1 coin.",
        -  "type": "string"
        -}
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency of coins and market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"New value: +"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."
    • Changedget_coingecko_exchanges7 fields changed
      • addedInput schema / properties / page / default
        Added value: +1
      • removedInput schema / properties / page / description
        Removed value: -"Page through results. \nDefault: 1"
      • changedInput schema / properties / page / type
        Previous value: -"number"New value: +"integer"
      • addedInput schema / properties / per_page / default
        Added value: +100
      • removedInput schema / properties / per_page / description
        Removed value: -"Total results per page. \nDefault: 100. \nValid values: 1...250"
      • addedInput schema / properties / per_page / maximum
        Added value: +250
      • changedInput schema / properties / per_page / type
        Previous value: -"number"New value: +"integer"
    • Changedget_coingecko_exchanges_id4 fields changed
      • removedInput schema / properties / dex_pair_format
        Removed value: -{
        -  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        -  "enum": [
        -    "contract_address",
        -    "symbol"
        -  ],
        -  "type": "string"
        -}
      • removedInput schema / properties / id / default
        Removed value: -"binance"
      • changedInput schema / properties / id / description
        Previous value: -"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)."New value: +"CoinGecko exchange ID (e.g., `binance`, `gdax`). Get the list via `/exchanges/list`."
      • addedInput schema / properties / id / example
        Added value: +"binance"
    • Changedget_coingecko_exchanges_id_tickers14 fields changed
      • changedInput schema / properties / coin_ids / description
        Previous value: -"Filter tickers by coin IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)."New value: +"Filter by coin IDs (comma-separated)."
      • addedInput schema / properties / depth / default
        Added value: +false
      • removedInput schema / properties / depth / description
        Removed value: -"Include 2% orderbook depth (cost_to_move_up_usd and cost_to_move_down_usd). \nDefault: false"
      • removedInput schema / properties / dex_pair_format
        Removed value: -{
        -  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        -  "enum": [
        -    "contract_address",
        -    "symbol"
        -  ],
        -  "type": "string"
        -}
      • removedInput schema / properties / id / default
        Removed value: -"binance"
      • changedInput schema / properties / id / description
        Previous value: -"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)."New value: +"CoinGecko exchange ID (e.g., `binance`, `gdax`). Get the list via `/exchanges/list`."
      • addedInput schema / properties / id / example
        Added value: +"binance"
      • addedInput schema / properties / include_exchange_logo / default
        Added value: +false
      • changedInput schema / properties / include_exchange_logo / description
        Previous value: -"Include exchange logo. \nDefault: false"New value: +"Show exchange logos in ticker results."
      • removedInput schema / properties / order / description
        Removed value: -"Sort the order of responses. \nDefault: `trust_score_desc`"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "market_cap_asc",
        -  "market_cap_desc",
        -  "trust_score_desc",
        -  "trust_score_asc",
        -  "volume_desc",
        -  "volume_asc",
        -  "base_target"
        -]New value: +[
        +  "trust_score_desc",
        +  "trust_score_asc",
        +  "volume_desc"
        +]
      • addedInput schema / properties / page / default
        Added value: +1
      • removedInput schema / properties / page / description
        Removed value: -"Page through results."
      • changedInput schema / properties / page / type
        Previous value: -"number"New value: +"integer"
    • Changedget_coingecko_exchanges_list1 field changed
      • removedInput schema / properties / status
        Removed value: -{
        -  "description": "Filter by status of exchanges. \nDefault: `active`",
        -  "enum": [
        -    "active",
        -    "inactive"
        -  ],
        -  "type": "string"
        -}
    • Changedget_coingecko_search_trending1 field changed
      • removedInput schema / properties / show_max
        Removed value: -{
        -  "description": "Show max number of results available for the given type. \nAvailable values: `coins`, `nfts`, `categories` \ne.g. `coins` or `coins,nfts,categories`",
        -  "type": "string"
        -}
    • Changedget_coingecko_simple_price20 fields changed
      • removedInput schema / properties / ids / default
        Removed value: -"bitcoin"
      • changedInput schema / properties / ids / description
        Previous value: -"Coins' IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)"New value: +"Comma-separated coin IDs."
      • addedInput schema / properties / ids / example
        Added value: +"bitcoin,ethereum"
      • addedInput schema / properties / include_24hr_change / default
        Added value: +false
      • removedInput schema / properties / include_24hr_change / description
        Removed value: -"Include 24-hour change percentage. \nDefault: false"
      • addedInput schema / properties / include_24hr_vol / default
        Added value: +false
      • removedInput schema / properties / include_24hr_vol / description
        Removed value: -"Include 24-hour trading volume. \nDefault: false"
      • addedInput schema / properties / include_last_updated_at / default
        Added value: +false
      • removedInput schema / properties / include_last_updated_at / description
        Removed value: -"Include last updated price time as a UNIX timestamp. \nDefault: false"
      • addedInput schema / properties / include_market_cap / default
        Added value: +false
      • removedInput schema / properties / include_market_cap / description
        Removed value: -"Include market capitalization. \nDefault: false"
      • removedInput schema / properties / include_tokens
        Removed value: -{
        -  "description": "For `symbols` lookups, specify `all` to include all matching tokens. \nDefault `top` returns top-ranked tokens by market cap or volume.",
        -  "enum": [
        -    "top",
        -    "all"
        -  ],
        -  "type": "string"
        -}
      • removedInput schema / properties / names
        Removed value: -{
        -  "default": "Bitcoin",
        -  "description": "Coins' names, comma-separated if querying more than 1 coin.",
        -  "type": "string"
        -}
      • removedInput schema / properties / precision / description
        Removed value: -"Decimal places for currency price value"
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • removedInput schema / properties / symbols
        Removed value: -{
        -  "default": "btc",
        -  "description": "Coins' symbols, comma-separated if querying more than 1 coin.",
        -  "type": "string"
        -}
      • removedInput schema / properties / vs_currencies / default
        Removed value: -"usd"
      • changedInput schema / properties / vs_currencies / description
        Previous value: -"Target currency of coins, comma-separated if querying more than 1 currency. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"New value: +"Comma-separated target currencies."
      • addedInput schema / properties / vs_currencies / example
        Added value: +"usd,eur"
      • changedInput schema / required
        Previous value: -[
        -  "vs_currencies"
        -]New value: +[
        +  "ids",
        +  "vs_currencies"
        +]
    • Changedget_coingecko_simple_token_price_id16 fields changed
      • removedInput schema / properties / contract_addresses / default
        Removed value: -"0x2260fac5e5542a773aa44fbcfedf7c193bc2c599"
      • changedInput schema / properties / contract_addresses / description
        Previous value: -"Token contract addresses, comma-separated if querying more than 1 token"New value: +"Comma-separated contract addresses."
      • addedInput schema / properties / contract_addresses / example
        Added value: +"0xdAC17F958D2ee523a2206206994597C13D831ec7"
      • removedInput schema / properties / id / default
        Removed value: -"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform's ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)"New value: +"Platform ID (e.g., `ethereum`, `binance-smart-chain`, `polygon-pos`)."
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
      • removedInput schema / properties / include_24hr_change / description
        Removed value: -"Include 24-hour change percentage. \nDefault: false"
      • removedInput schema / properties / include_24hr_vol / description
        Removed value: -"Include 24-hour trading volume. \nDefault: false"
      • removedInput schema / properties / include_last_updated_at / description
        Removed value: -"Include last updated price time as a UNIX timestamp. \nDefault: false"
      • removedInput schema / properties / include_market_cap / description
        Removed value: -"Include market capitalization. \nDefault: false"
      • changedInput schema / properties / precision / description
        Previous value: -"Decimal places for currency price value"New value: +"`full` or a value from `0` to `18` to specify decimal places for currency price values."
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • removedInput schema / properties / vs_currencies / default
        Removed value: -"usd"
      • changedInput schema / properties / vs_currencies / description
        Previous value: -"Target currency of coins, comma-separated if querying more than 1 currency. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"New value: +"Comma-separated target currencies."
      • addedInput schema / properties / vs_currencies / example
        Added value: +"usd"
    • Changedget_coingecko_token_data7 fields changed
      • changedInput schema / properties / contract_address / default
        Previous value: -"0xc02aaa39b223fe8d0a0e5c4f27ead9083c756cc2"New value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / contract_address / description
        Previous value: -"The contract address of token."New value: +"The contract address of the token."
      • addedInput schema / properties / contract_address / example
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."New value: +"Asset platform ID (e.g., `ethereum`). Refers to the `/asset_platforms` list on CoinGecko."
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
      • changedInput schema / required
        Previous value: -[
        -  "contract_address",
        -  "id"
        -]New value: +[
        +  "id",
        +  "contract_address"
        +]
      • addedOutput schema / x-fastmcp-wrap-result
        Added value: +true
    • Changedget_coingecko_token_market_chart14 fields changed
      • removedInput schema / properties / contract_address / default
        Removed value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / contract_address / description
        Previous value: -"The contract address of token."New value: +"Contract address."
      • removedInput schema / properties / days / default
        Removed value: -"1"
      • changedInput schema / properties / days / description
        Previous value: -"Data up to number of days ago. \nYou may use any integer or `max` for number of days."New value: +"Data up to N days ago. Accepts `1`, `7`, `14`, `30`, `90`, `180`, `365`, or `max`."
      • addedInput schema / properties / days / example
        Added value: +"7"
      • removedInput schema / properties / id / default
        Removed value: -"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."New value: +"Platform ID."
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
      • removedInput schema / properties / interval
        Removed value: -{
        -  "description": "Data interval, leave empty for auto granularity.",
        -  "enum": [
        -    "1m",
        -    "5m",
        -    "hourly",
        -    "daily"
        -  ],
        -  "type": "string"
        -}
      • changedInput schema / properties / precision / description
        Previous value: -"Decimal place for currency price value."New value: +"`full` or a value from `0` to `18` to specify decimal places for currency price values."
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."New value: +"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."
      • changedInput schema / required
        Previous value: -[
        -  "contract_address",
        -  "id",
        -  "days",
        -  "vs_currency"
        -]New value: +[
        +  "id",
        +  "contract_address",
        +  "vs_currency",
        +  "days"
        +]
    • Changedget_coingecko_token_market_chart_range20 fields changed
      • removedInput schema / properties / contract_address / default
        Removed value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / contract_address / description
        Previous value: -"The contract address of token."New value: +"Token contract address."
      • addedInput schema / properties / contract_address / example
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • removedInput schema / properties / from / default
        Removed value: -"2025-12-22"
      • changedInput schema / properties / from / description
        Previous value: -"Starting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"New value: +"Start UNIX timestamp (seconds)."
      • addedInput schema / properties / from / example
        Added value: +1751328000
      • changedInput schema / properties / from / type
        Previous value: -"string"New value: +"integer"
      • removedInput schema / properties / id / default
        Removed value: -"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."New value: +"Asset platform ID (e.g., `ethereum`)."
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
      • removedInput schema / properties / interval
        Removed value: -{
        -  "description": "Data interval, leave empty for auto granularity.",
        -  "enum": [
        -    "1m",
        -    "5m",
        -    "hourly",
        -    "daily"
        -  ],
        -  "type": "string"
        -}
      • changedInput schema / properties / precision / description
        Previous value: -"Decimal place for currency price value."New value: +"`full` or a value from `0` to `18` to specify decimal places for currency price values."
      • removedInput schema / properties / precision / enum
        Removed value: -[
        -  "full",
        -  "0",
        -  "1",
        -  "2",
        -  "3",
        -  "4",
        -  "5",
        -  "6",
        -  "7",
        -  "8",
        -  "9",
        -  "10",
        -  "11",
        -  "12",
        -  "13",
        -  "14",
        -  "15",
        -  "16",
        -  "17",
        -  "18"
        -]
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • removedInput schema / properties / to / default
        Removed value: -"2025-12-31"
      • changedInput schema / properties / to / description
        Previous value: -"Ending date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"New value: +"End UNIX timestamp (seconds)."
      • addedInput schema / properties / to / example
        Added value: +1751414400
      • changedInput schema / properties / to / type
        Previous value: -"string"New value: +"integer"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."New value: +"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."
      • changedInput schema / required
        Previous value: -[
        -  "contract_address",
        -  "id",
        -  "from",
        -  "to",
        -  "vs_currency"
        -]New value: +[
        +  "id",
        +  "contract_address",
        +  "vs_currency",
        +  "from",
        +  "to"
        +]
    • Changedget_details13 fields changed
      • removedInput schema / $schema
        Removed value: -"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / properties / arguments
        Added value: +{
        +  "anyOf": [
        +    {
        +      "additionalProperties": true,
        +      "type": "object"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "The arguments the operation would be called with, for a price that reflects them. Keyed by operation_id for a batch, or passed flat for a single operation_id. Routes whose required parameters are validated before pricing have no price without them."
        +}
      • removedInput schema / properties / include_arguments_schema
        Removed value: -{
        -  "default": true,
        -  "description": "Return the complete arguments_schema. Defaults to true.",
        -  "type": "boolean"
        -}
      • changedInput schema / properties / include_documentation / description
        Previous value: -"Return the complete immutable public OpenAPI operation, referenced declarations, provenance and scoped completeness. Documentation does not change execution support."New value: +"Include the complete native public OpenAPI document, reference closure and scoped completeness. Existing execution schemas remain unchanged."
      • removedInput schema / properties / include_response_schema
        Removed value: -{
        -  "default": false,
        -  "description": "Return the complete response_schema. Defaults to false.",
        -  "type": "boolean"
        -}
      • addedInput schema / properties / operation_id
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "One operation_id from search"
        +}
      • addedInput schema / properties / operation_ids
        Added value: +{
        +  "anyOf": [
        +    {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Up to 20 operation_ids, for a batch"
        +}
      • removedInput schema / properties / session_id
        Removed value: -{
        -  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        -  "maxLength": 128,
        -  "pattern": "^[A-Za-z0-9_-]*$",
        -  "type": "string"
        -}
      • removedInput schema / properties / tools
        Removed value: -{
        -  "description": "Exact tool names returned by search whose complete contracts are needed. Never invent tool names.",
        -  "items": {
        -    "minLength": 1,
        -    "pattern": "^\\S(?:.*\\S)?$",
        -    "type": "string"
        -  },
        -  "maxItems": 20,
        -  "minItems": 1,
        -  "type": "array",
        -  "uniqueItems": true
        -}
      • addedInput schema / properties / with_quote
        Added value: +{
        +  "default": true,
        +  "description": "Whether each operation is priced for this account before the answer. One round trip per operation; spends nothing.",
        +  "type": "boolean"
        +}
      • removedInput schema / required
        Removed value: -[
        -  "tools"
        -]
      • removedOutput schema / properties
        Removed value: -{
        -  "error_count": {
        -    "type": "integer"
        -  },
        -  "next_steps_guidance": {
        -    "anyOf": [
        -      {
        -        "type": "null"
        -      },
        -      {
        -        "type": "array"
        -      }
        -    ],
        -    "items": {
        -      "type": "string"
        -    }
        -  },
        -  "session_id": {
        -    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        -    "maxLength": 128,
        -    "minLength": 1,
        -    "pattern": "^[A-Za-z0-9_-]{1,128}$",
        -    "type": "string"
        -  },
        -  "success_count": {
        -    "type": "integer"
        -  },
        -  "tools": {
        -    "additionalProperties": {
        -      "additionalProperties": false,
        -      "properties": {
        -        "arguments_schema": {
        -          "additionalProperties": true,
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "object"
        -            }
        -          ]
        -        },
        -        "canonical_operation_id": {
        -          "type": "string"
        -        },
        -        "documentation": {
        -          "additionalProperties": true,
        -          "type": "object"
        -        },
        -        "error": {
        -          "additionalProperties": false,
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "object"
        -            }
        -          ],
        -          "properties": {
        -            "code": {
        -              "type": "string"
        -            },
        -            "message": {
        -              "type": "string"
        -            }
        -          },
        -          "required": [
        -            "code",
        -            "message"
        -          ]
        -        },
        -        "execution_supported": {
        -          "description": "Whether this router can execute and quote the operation; false retains documentation and discovery only.",
        -          "type": "boolean"
        -        },
        -        "execution_unsupported_reason": {
        -          "description": "Why execution and quoting remain unavailable through this router.",
        -          "type": "string"
        -        },
        -        "idempotent": {
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "boolean"
        -            }
        -          ]
        -        },
        -        "known_pitfalls": {
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "array"
        -            }
        -          ],
        -          "items": {
        -            "type": "string"
        -          }
        -        },
        -        "read_only": {
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "boolean"
        -            }
        -          ]
        -        },
        -        "response_schema": {
        -          "additionalProperties": true,
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "object"
        -            }
        -          ]
        -        },
        -        "side_effects": {
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "array"
        -            }
        -          ],
        -          "items": {
        -            "type": "string"
        -          }
        -        },
        -        "successful": {
        -          "type": "boolean"
        -        }
        -      },
        -      "required": [
        -        "successful"
        -      ],
        -      "type": "object"
        -    },
        -    "type": "object"
        -  },
        -  "total_count": {
        -    "type": "integer"
        -  }
        -}
      • removedOutput schema / required
        Removed value: -[
        -  "error_count",
        -  "next_steps_guidance",
        -  "session_id",
        -  "success_count",
        -  "tools",
        -  "total_count"
        -]
    • Changedsearch17 fields changed
      • removedInput schema / $schema
        Removed value: -"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / properties / category / anyOf
        Added value: +[
        +  {
        +    "enum": [
        +      "seo",
        +      "finance",
        +      "social",
        +      "search",
        +      "sales",
        +      "mail"
        +    ],
        +    "type": "string"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
      • addedInput schema / properties / category / default
        Added value: +null
      • changedInput schema / properties / category / description
        Previous value: -"Restrict retrieval to one category. Omit to search everything. (AIsa-only: tool-router has no equivalent.)"New value: +"Restrict to one category (seo, finance, social, search, sales, mail). Omit to search everything."
      • removedInput schema / properties / category / enum
        Removed value: -[
        -  "seo",
        -  "finance",
        -  "social",
        -  "search",
        -  "sales",
        -  "mail"
        -]
      • removedInput schema / properties / category / type
        Removed value: -"string"
      • removedInput schema / properties / known_fields
        Removed value: -{
        -  "additionalProperties": true,
        -  "default": {},
        -  "description": "Known values such as ticker, URL, provider, or identifier that improve retrieval.",
        -  "type": "object"
        -}
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of additional direct tool candidates."New value: +"Maximum candidates, 1-10"
      • removedInput schema / properties / limit / maximum
        Removed value: -20
      • removedInput schema / properties / limit / minimum
        Removed value: -1
      • removedInput schema / properties / provider_filters
        Removed value: -{
        -  "default": [],
        -  "description": "Optional exact catalog provider keys used to narrow retrieval (for example similarweb). Do not use display brands. Omit this field if the exact key is unknown.",
        -  "items": {
        -    "type": "string"
        -  },
        -  "maxItems": 50,
        -  "type": "array",
        -  "uniqueItems": true
        -}
      • changedInput schema / properties / query / description
        Previous value: -"Natural-language capability or task to discover."New value: +"What you need, in plain language, e.g. 'backlinks of a domain', 'recent tweets by a user', 'insider trades for AAPL'. English works best."
      • removedInput schema / properties / query / maxLength
        Removed value: -2000
      • removedInput schema / properties / query / minLength
        Removed value: -1
      • removedInput schema / properties / session_id
        Removed value: -{
        -  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        -  "maxLength": 128,
        -  "pattern": "^[A-Za-z0-9_-]*$",
        -  "type": "string"
        -}
      • removedOutput schema / properties
        Removed value: -{
        -  "next_steps_guidance": {
        -    "anyOf": [
        -      {
        -        "type": "null"
        -      },
        -      {
        -        "type": "array"
        -      }
        -    ],
        -    "items": {
        -      "type": "string"
        -    }
        -  },
        -  "plan": {
        -    "additionalProperties": false,
        -    "anyOf": [
        -      {
        -        "type": "null"
        -      },
        -      {
        -        "type": "object"
        -      }
        -    ],
        -    "properties": {
        -      "canonical_use_case": {
        -        "type": "string"
        -      },
        -      "description": {
        -        "type": "string"
        -      },
        -      "known_pitfalls": {
        -        "anyOf": [
        -          {
        -            "type": "null"
        -          },
        -          {
        -            "type": "array"
        -          }
        -        ],
        -        "items": {
        -          "type": "string"
        -        }
        -      },
        -      "plan_ref": {
        -        "type": "string"
        -      },
        -      "primary_tools": {
        -        "anyOf": [
        -          {
        -            "type": "null"
        -          },
        -          {
        -            "type": "array"
        -          }
        -        ],
        -        "items": {
        -          "type": "string"
        -        }
        -      },
        -      "recommended_steps": {
        -        "anyOf": [
        -          {
        -            "type": "null"
        -          },
        -          {
        -            "type": "array"
        -          }
        -        ],
        -        "items": {
        -          "type": "string"
        -        }
        -      },
        -      "related_tools": {
        -        "anyOf": [
        -          {
        -            "type": "null"
        -          },
        -          {
        -            "type": "array"
        -          }
        -        ],
        -        "items": {
        -          "type": "string"
        -        }
        -      }
        -    },
        -    "required": [
        -      "canonical_use_case",
        -      "description",
        -      "known_pitfalls",
        -      "plan_ref",
        -      "primary_tools",
        -      "recommended_steps",
        -      "related_tools"
        -    ]
        -  },
        -  "retrieval_mode": {
        -    "anyOf": [
        -      {
        -        "type": "null"
        -      },
        -      {
        -        "type": "string"
        -      }
        -    ]
        -  },
        -  "search_id": {
        -    "type": "string"
        -  },
        -  "session_id": {
        -    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        -    "maxLength": 128,
        -    "minLength": 1,
        -    "pattern": "^[A-Za-z0-9_-]{1,128}$",
        -    "type": "string"
        -  },
        -  "tools": {
        -    "anyOf": [
        -      {
        -        "type": "null"
        -      },
        -      {
        -        "type": "array"
        -      }
        -    ],
        -    "items": {
        -      "additionalProperties": false,
        -      "properties": {
        -        "arguments_schema": {
        -          "additionalProperties": true,
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "object"
        -            }
        -          ]
        -        },
        -        "description": {
        -          "type": "string"
        -        },
        -        "execution_supported": {
        -          "description": "Whether this router can execute and quote the operation; false retains documentation and discovery only.",
        -          "type": "boolean"
        -        },
        -        "execution_unsupported_reason": {
        -          "description": "Why execution and quoting remain unavailable through this router.",
        -          "type": "string"
        -        },
        -        "has_full_schema": {
        -          "type": "boolean"
        -        },
        -        "match_reasons": {
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "array"
        -            }
        -          ],
        -          "items": {
        -            "type": "string"
        -          }
        -        },
        -        "price": {
        -          "additionalProperties": true,
        -          "type": "object"
        -        },
        -        "retrieval_debug": {
        -          "additionalProperties": false,
        -          "anyOf": [
        -            {
        -              "type": "null"
        -            },
        -            {
        -              "type": "object"
        -            }
        -          ],
        -          "properties": {
        -            "fused_rank": {
        -              "type": "integer"
        -            },
        -            "fused_score": {
        -              "type": "number"
        -            },
        -            "lexical_rank": {
        -              "type": "integer"
        -            },
        -            "lexical_score": {
        -              "type": "number"
        -            },
        -            "rerank_admission_rank": {
        -              "type": "integer"
        -            },
        -            "rerank_rank": {
        -              "type": "integer"
        -            },
        -            "rerank_score": {
        -              "anyOf": [
        -                {
        -                  "type": "null"
        -                },
        -                {
        -                  "type": "number"
        -                }
        -              ]
        -            },
        -            "runtime_availability": {
        -              "type": "string"
        -            },
        -            "vector_view_ranks": {
        -              "additionalProperties": {
        -                "type": "integer"
        -              },
        -              "type": "object"
        -            },
        -            "vector_view_scores": {
        -              "additionalProperties": {
        -                "type": "number"
        -              },
        -              "type": "object"
        -            }
        -          },
        -          "required": [
        -            "fused_rank",
        -            "fused_score",
        -            "lexical_rank",
        -            "lexical_score",
        -            "rerank_admission_rank",
        -            "rerank_rank",
        -            "runtime_availability",
        -            "vector_view_ranks",
        -            "vector_view_scores"
        -          ]
        -        },
        -        "summary": {
        -          "type": "string"
        -        },
        -        "tool": {
        -          "type": "string"
        -        }
        -      },
        -      "required": [
        -        "description",
        -        "has_full_schema",
        -        "price",
        -        "summary",
        -        "tool"
        -      ],
        -      "type": "object"
        -    }
        -  }
        -}
      • removedOutput schema / required
        Removed value: -[
        -  "next_steps_guidance",
        -  "search_id",
        -  "session_id",
        -  "tools"
        -]
    • Changeduse1 field changed
      • changedInput schema / properties / max_price_usd / description
        Previous value: -"Refuse the call before any spend if its quoted price is above this many USD"New value: +"Refuse the call before any spend if it would cost more than this many USD"
  4. 25 tool updates
    • Addedbatch_get_schema
    • Addedbatch_quote
    • Changedbatch_use18 fields changed
      • addedInput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • removedInput schema / properties / calls / description
        Removed value: -"Up to 20 items of {call_id, operation_id, arguments}; steps at the same execution_level of a plan go in one batch"
      • addedInput schema / properties / calls / items / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • changedInput schema / properties / calls / items / additionalProperties
        Previous value: -trueNew value: +false
      • addedInput schema / properties / calls / items / properties
        Added value: +{
        +  "arguments": {
        +    "additionalProperties": true,
        +    "description": "Strictly schema-compliant arguments using the exact field names and types from this tool's arguments_schema.",
        +    "type": "object"
        +  },
        +  "call_id": {
        +    "description": "Caller-chosen identifier unique within this batch.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "type": "string"
        +  },
        +  "tool": {
        +    "description": "Exact tool name returned by search or batch_get_schema. Never invent a name.",
        +    "minLength": 1,
        +    "type": "string"
        +  }
        +}
      • addedInput schema / properties / calls / items / required
        Added value: +[
        +  "call_id",
        +  "tool",
        +  "arguments"
        +]
      • addedInput schema / properties / calls / maxItems
        Added value: +20
      • addedInput schema / properties / calls / minItems
        Added value: +1
      • removedInput schema / properties / max_price_usd
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "number"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "Per-call price cap applied to every item"
        -}
      • removedInput schema / properties / search_id / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • removedInput schema / properties / search_id / default
        Removed value: -null
      • changedInput schema / properties / search_id / description
        Previous value: -"search_id from the search that found these operations"New value: +"Optional search correlation identifier returned by search."
      • addedInput schema / properties / search_id / type
        Added value: +"string"
      • addedInput schema / properties / session_id
        Added value: +{
        +  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +  "maxLength": 128,
        +  "pattern": "^[A-Za-z0-9_-]*$",
        +  "type": "string"
        +}
      • addedOutput schema / $defs
        Added value: +{
        +  "jsonValue": {
        +    "anyOf": [
        +      {
        +        "additionalProperties": {
        +          "$ref": "#/$defs/jsonValue"
        +        },
        +        "type": "object"
        +      },
        +      {
        +        "items": {
        +          "$ref": "#/$defs/jsonValue"
        +        },
        +        "type": "array"
        +      },
        +      {
        +        "type": "string"
        +      },
        +      {
        +        "type": "number"
        +      },
        +      {
        +        "type": "boolean"
        +      },
        +      {
        +        "type": "null"
        +      }
        +    ],
        +    "description": "JSON value returned by the upstream tool."
        +  }
        +}
      • addedOutput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / properties
        Added value: +{
        +  "batch_id": {
        +    "type": "string"
        +  },
        +  "error_count": {
        +    "minimum": 0,
        +    "type": "integer"
        +  },
        +  "next_steps_guidance": {
        +    "description": "Deterministic next-step instructions derived from this result. Not an authorization grant.",
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "results": {
        +    "items": {
        +      "$schema": "https://json-schema.org/draft/2020-12/schema",
        +      "additionalProperties": false,
        +      "properties": {
        +        "call_id": {
        +          "type": "string"
        +        },
        +        "customer_cost_micros_usd": {
        +          "description": "Actual customer charge settled by AIsaServices, in micro-USD. Omitted when the upstream response does not report it.",
        +          "minimum": 0,
        +          "type": "integer"
        +        },
        +        "data": {
        +          "$ref": "#/$defs/jsonValue"
        +        },
        +        "error": {
        +          "anyOf": [
        +            {
        +              "$schema": "https://json-schema.org/draft/2020-12/schema",
        +              "additionalProperties": false,
        +              "properties": {
        +                "message": {
        +                  "type": "string"
        +                },
        +                "retryable": {
        +                  "type": "boolean"
        +                },
        +                "status": {
        +                  "type": "integer"
        +                },
        +                "type": {
        +                  "enum": [
        +                    "validation",
        +                    "authentication",
        +                    "payment",
        +                    "permission",
        +                    "rate_limit",
        +                    "upstream",
        +                    "timeout",
        +                    "internal"
        +                  ],
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "type",
        +                "status",
        +                "retryable"
        +              ],
        +              "type": "object"
        +            },
        +            {
        +              "type": "null"
        +            }
        +          ]
        +        },
        +        "request_id": {
        +          "type": "string"
        +        },
        +        "successful": {
        +          "type": "boolean"
        +        },
        +        "tool": {
        +          "type": "string"
        +        },
        +        "upstream_status": {
        +          "description": "HTTP status returned by AIsaServices when a request was dispatched.",
        +          "type": "integer"
        +        }
        +      },
        +      "required": [
        +        "call_id",
        +        "tool",
        +        "successful",
        +        "request_id"
        +      ],
        +      "type": "object"
        +    },
        +    "type": "array"
        +  },
        +  "session_id": {
        +    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "pattern": "^[A-Za-z0-9_-]*$",
        +    "type": "string"
        +  },
        +  "success_count": {
        +    "minimum": 0,
        +    "type": "integer"
        +  },
        +  "total_count": {
        +    "minimum": 1,
        +    "type": "integer"
        +  }
        +}
      • addedOutput schema / required
        Added value: +[
        +  "session_id",
        +  "batch_id",
        +  "total_count",
        +  "success_count",
        +  "error_count",
        +  "results",
        +  "next_steps_guidance"
        +]
    • Changedget_coingecko_coins_categories1 field changed
      • addedInput schema / properties / order / description
        Added value: +"Sort results by field. \nDefault: `market_cap_desc`"
    • Changedget_coingecko_coins_id16 fields changed
      • removedInput schema / properties / community_data / default
        Removed value: -true
      • addedInput schema / properties / community_data / description
        Added value: +"Include community data. \nDeprecated: has no effect as of 28 August 2026; the `community_data` object is no longer returned."
      • removedInput schema / properties / developer_data / default
        Removed value: -true
      • addedInput schema / properties / developer_data / description
        Added value: +"Include developer data. \nDeprecated: has no effect as of 28 August 2026; the `developer_data` object is no longer returned."
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)"
      • addedInput schema / properties / include_categories_details
        Added value: +{
        +  "description": "Include categories details. \nDefault: false",
        +  "type": "boolean"
        +}
      • removedInput schema / properties / localization / default
        Removed value: -true
      • addedInput schema / properties / localization / description
        Added value: +"Include all localized languages in the response. \nDefault: true"
      • removedInput schema / properties / market_data / default
        Removed value: -true
      • addedInput schema / properties / market_data / description
        Added value: +"Include market data. \nDefault: true"
      • removedInput schema / properties / sparkline / default
        Removed value: -false
      • addedInput schema / properties / sparkline / description
        Added value: +"Include sparkline 7-day data. \nDefault: false"
      • removedInput schema / properties / tickers / default
        Removed value: -true
      • addedInput schema / properties / tickers / description
        Added value: +"Include tickers data. \nDefault: true"
    • Changedget_coingecko_coins_id_history8 fields changed
      • addedInput schema / properties / date / default
        Added value: +"2025-12-30"
      • changedInput schema / properties / date / description
        Previous value: -"Date in `dd-mm-yyyy` format."New value: +"The date of data snapshot. \nFormat: `YYYY-MM-DD`"
      • removedInput schema / properties / date / example
        Removed value: -"30-12-2024"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • removedInput schema / properties / localization / default
        Removed value: -true
      • addedInput schema / properties / localization / description
        Added value: +"Include all the localized languages in response. \nDefault: true"
    • Changedget_coingecko_coins_id_market_chart13 fields changed
      • addedInput schema / properties / days / default
        Added value: +"1"
      • changedInput schema / properties / days / description
        Previous value: -"Data up to N days ago. Accepts `1`, `7`, `14`, `30`, `90`, `180`, `365`, or `max`."New value: +"Data up to number of days ago. \nYou may use any integer or `max` for number of days."
      • removedInput schema / properties / days / example
        Removed value: -"7"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • changedInput schema / properties / interval / description
        Previous value: -"Data interval. CoinGecko supports `daily`; `hourly` is also available for supported ranges."New value: +"Data interval, leave empty for auto granularity."
      • changedInput schema / properties / interval / enum
        Previous value: -[
        -  "daily",
        -  "hourly"
        -]New value: +[
        +  "1m",
        +  "5m",
        +  "hourly",
        +  "daily"
        +]
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "vs_currency",
        -  "days"
        -]New value: +[
        +  "id",
        +  "days",
        +  "vs_currency"
        +]
    • Changedget_coingecko_coins_id_market_chart_range17 fields changed
      • addedInput schema / properties / from / default
        Added value: +"2025-12-22"
      • changedInput schema / properties / from / description
        Previous value: -"Start UNIX timestamp (seconds)."New value: +"Starting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / from / example
        Removed value: -1713398400
      • changedInput schema / properties / from / type
        Previous value: -"integer"New value: +"string"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "1m",
        +    "5m",
        +    "hourly",
        +    "daily"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • addedInput schema / properties / to / default
        Added value: +"2025-12-31"
      • changedInput schema / properties / to / description
        Previous value: -"End UNIX timestamp (seconds)."New value: +"Ending date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / to / example
        Removed value: -1713484800
      • changedInput schema / properties / to / type
        Previous value: -"integer"New value: +"string"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "vs_currency",
        -  "from",
        -  "to"
        -]New value: +[
        +  "id",
        +  "from",
        +  "to",
        +  "vs_currency"
        +]
    • Changedget_coingecko_coins_id_ohlc13 fields changed
      • addedInput schema / properties / days / default
        Added value: +"1"
      • changedInput schema / properties / days / description
        Previous value: -"`1`, `7`, `14`, `30`, `90`, `180`, `365`."New value: +"Data up to number of days ago."
      • addedInput schema / properties / days / enum
        Added value: +[
        +  "1",
        +  "7",
        +  "14",
        +  "30",
        +  "90",
        +  "180",
        +  "365",
        +  "max"
        +]
      • removedInput schema / properties / days / example
        Removed value: -"7"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "daily",
        +    "hourly"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of price data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "vs_currency",
        -  "days"
        -]New value: +[
        +  "id",
        +  "days",
        +  "vs_currency"
        +]
    • Changedget_coingecko_coins_id_tickers13 fields changed
      • removedInput schema / properties / depth / default
        Removed value: -false
      • addedInput schema / properties / depth / description
        Added value: +"Include 2% orderbook depth, i.e. `cost_to_move_up_usd` and `cost_to_move_down_usd`. \nDefault: false"
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / exchange_ids / description
        Previous value: -"Comma-separated exchange IDs."New value: +"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)"
      • addedInput schema / properties / id / default
        Added value: +"bitcoin"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko coin ID (e.g., `bitcoin`, `ethereum`). Get the list via `/coins/list`."New value: +"Coin ID. \n*refers to [`/coins/list`](/reference/coins-list)"
      • removedInput schema / properties / id / example
        Removed value: -"bitcoin"
      • removedInput schema / properties / include_exchange_logo / default
        Removed value: -false
      • changedInput schema / properties / include_exchange_logo / description
        Previous value: -"Show exchange logos in ticker results."New value: +"Include exchange logo. \nDefault: false"
      • addedInput schema / properties / order / description
        Added value: +"Sort the order of responses. \nDefault: trust_score_desc"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "trust_score_desc",
        -  "trust_score_asc",
        -  "volume_desc"
        -]New value: +[
        +  "trust_score_desc",
        +  "trust_score_asc",
        +  "volume_desc",
        +  "volume_asc"
        +]
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results"
    • Changedget_coingecko_coins_list3 fields changed
      • removedInput schema / properties / include_platform / default
        Removed value: -false
      • changedInput schema / properties / include_platform / description
        Previous value: -"Include platform + contract addresses."New value: +"Include platform and token's contract addresses. \nDefault: false"
      • addedInput schema / properties / status
        Added value: +{
        +  "description": "Filter by status of coins. \nDefault: active",
        +  "enum": [
        +    "active",
        +    "inactive"
        +  ],
        +  "type": "string"
        +}
    • Changedget_coingecko_coins_markets29 fields changed
      • changedInput schema / properties / category / description
        Previous value: -"Filter by category (see `/coins/categories/list`)."New value: +"Filter based on coins' category. \n*refers to [`/coins/categories/list`](/reference/coins-categories-list)"
      • addedInput schema / properties / ids / default
        Added value: +"bitcoin"
      • changedInput schema / properties / ids / description
        Previous value: -"Comma-separated CoinGecko coin IDs."New value: +"Coins' IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)"
      • removedInput schema / properties / ids / example
        Removed value: -"bitcoin,ethereum"
      • removedInput schema / properties / include_rehypothecated / default
        Removed value: -false
      • changedInput schema / properties / include_rehypothecated / description
        Previous value: -"Include rehypothecated tokens in market data when supported by CoinGecko."New value: +"Include rehypothecated tokens in results. When true, returns `market_cap_rank_with_rehypothecated` field. \nDefault: false"
      • addedInput schema / properties / include_tokens
        Added value: +{
        +  "description": "For `symbols` lookups, specify `all` to include all matching tokens. \nDefault `top` returns top-ranked tokens by market cap or volume.",
        +  "enum": [
        +    "top",
        +    "all"
        +  ],
        +  "type": "string"
        +}
      • removedInput schema / properties / locale / default
        Removed value: -"en"
      • changedInput schema / properties / locale / description
        Previous value: -"Response language locale. Official values include `en`, `zh`, `zh-tw`, and other supported CoinGecko locales."New value: +"Language background. \nDefault: en"
      • addedInput schema / properties / locale / enum
        Added value: +[
        +  "ar",
        +  "bg",
        +  "cs",
        +  "da",
        +  "de",
        +  "el",
        +  "en",
        +  "es",
        +  "fi",
        +  "fr",
        +  "he",
        +  "hi",
        +  "hr",
        +  "hu",
        +  "id",
        +  "it",
        +  "ja",
        +  "ko",
        +  "lt",
        +  "nl",
        +  "no",
        +  "pl",
        +  "pt",
        +  "ro",
        +  "ru",
        +  "sk",
        +  "sl",
        +  "sv",
        +  "th",
        +  "tr",
        +  "uk",
        +  "vi",
        +  "zh",
        +  "zh-tw"
        +]
      • removedInput schema / properties / locale / example
        Removed value: -"en"
      • addedInput schema / properties / names
        Added value: +{
        +  "default": "Bitcoin",
        +  "description": "Coins' names, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • removedInput schema / properties / order / default
        Removed value: -"market_cap_desc"
      • addedInput schema / properties / order / description
        Added value: +"Sort result by field. \nDefault: market_cap_desc"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "market_cap_desc",
        -  "market_cap_asc",
        -  "volume_desc",
        -  "volume_asc",
        -  "id_asc",
        -  "id_desc"
        -]New value: +[
        +  "market_cap_asc",
        +  "market_cap_desc",
        +  "volume_asc",
        +  "volume_desc",
        +  "id_asc",
        +  "id_desc"
        +]
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results. \nDefault: 1"
      • removedInput schema / properties / per_page / default
        Removed value: -100
      • addedInput schema / properties / per_page / description
        Added value: +"Total results per page. \nDefault: 100 \nValid values: 1...250"
      • removedInput schema / properties / per_page / maximum
        Removed value: -250
      • removedInput schema / properties / per_page / minimum
        Removed value: -1
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal places for currency price value"
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / price_change_percentage / description
        Previous value: -"Comma-separated windows: `1h,24h,7d,14d,30d,200d,1y`."New value: +"Include price change percentage timeframe, comma-separated if querying more than 1 timeframe. \nValid values: `1h`, `24h`, `7d`, `14d`, `30d`, `200d`, `1y`"
      • removedInput schema / properties / sparkline / default
        Removed value: -false
      • addedInput schema / properties / sparkline / description
        Added value: +"Include sparkline 7-day data. \nDefault: false"
      • addedInput schema / properties / symbols
        Added value: +{
        +  "default": "btc",
        +  "description": "Coins' symbols, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of coins and market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"
    • Changedget_coingecko_exchanges7 fields changed
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results. \nDefault: 1"
      • changedInput schema / properties / page / type
        Previous value: -"integer"New value: +"number"
      • removedInput schema / properties / per_page / default
        Removed value: -100
      • addedInput schema / properties / per_page / description
        Added value: +"Total results per page. \nDefault: 100. \nValid values: 1...250"
      • removedInput schema / properties / per_page / maximum
        Removed value: -250
      • changedInput schema / properties / per_page / type
        Previous value: -"integer"New value: +"number"
    • Changedget_coingecko_exchanges_id4 fields changed
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / id / default
        Added value: +"binance"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko exchange ID (e.g., `binance`, `gdax`). Get the list via `/exchanges/list`."New value: +"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)."
      • removedInput schema / properties / id / example
        Removed value: -"binance"
    • Changedget_coingecko_exchanges_id_tickers14 fields changed
      • changedInput schema / properties / coin_ids / description
        Previous value: -"Filter by coin IDs (comma-separated)."New value: +"Filter tickers by coin IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)."
      • removedInput schema / properties / depth / default
        Removed value: -false
      • addedInput schema / properties / depth / description
        Added value: +"Include 2% orderbook depth (cost_to_move_up_usd and cost_to_move_down_usd). \nDefault: false"
      • addedInput schema / properties / dex_pair_format
        Added value: +{
        +  "description": "Set to `symbol` to display DEX pair base and target as symbols. \nDefault: `contract_address`",
        +  "enum": [
        +    "contract_address",
        +    "symbol"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / id / default
        Added value: +"binance"
      • changedInput schema / properties / id / description
        Previous value: -"CoinGecko exchange ID (e.g., `binance`, `gdax`). Get the list via `/exchanges/list`."New value: +"Exchange ID. \n*refers to [`/exchanges/list`](/reference/exchanges-list)."
      • removedInput schema / properties / id / example
        Removed value: -"binance"
      • removedInput schema / properties / include_exchange_logo / default
        Removed value: -false
      • changedInput schema / properties / include_exchange_logo / description
        Previous value: -"Show exchange logos in ticker results."New value: +"Include exchange logo. \nDefault: false"
      • addedInput schema / properties / order / description
        Added value: +"Sort the order of responses. \nDefault: `trust_score_desc`"
      • changedInput schema / properties / order / enum
        Previous value: -[
        -  "trust_score_desc",
        -  "trust_score_asc",
        -  "volume_desc"
        -]New value: +[
        +  "market_cap_asc",
        +  "market_cap_desc",
        +  "trust_score_desc",
        +  "trust_score_asc",
        +  "volume_desc",
        +  "volume_asc",
        +  "base_target"
        +]
      • removedInput schema / properties / page / default
        Removed value: -1
      • addedInput schema / properties / page / description
        Added value: +"Page through results."
      • changedInput schema / properties / page / type
        Previous value: -"integer"New value: +"number"
    • Changedget_coingecko_exchanges_list1 field changed
      • addedInput schema / properties / status
        Added value: +{
        +  "description": "Filter by status of exchanges. \nDefault: `active`",
        +  "enum": [
        +    "active",
        +    "inactive"
        +  ],
        +  "type": "string"
        +}
    • Changedget_coingecko_search_trending1 field changed
      • addedInput schema / properties / show_max
        Added value: +{
        +  "description": "Show max number of results available for the given type. \nAvailable values: `coins`, `nfts`, `categories` \ne.g. `coins` or `coins,nfts,categories`",
        +  "type": "string"
        +}
    • Changedget_coingecko_simple_price20 fields changed
      • addedInput schema / properties / ids / default
        Added value: +"bitcoin"
      • changedInput schema / properties / ids / description
        Previous value: -"Comma-separated coin IDs."New value: +"Coins' IDs, comma-separated if querying more than 1 coin. \n*refers to [`/coins/list`](/reference/coins-list)"
      • removedInput schema / properties / ids / example
        Removed value: -"bitcoin,ethereum"
      • removedInput schema / properties / include_24hr_change / default
        Removed value: -false
      • addedInput schema / properties / include_24hr_change / description
        Added value: +"Include 24-hour change percentage. \nDefault: false"
      • removedInput schema / properties / include_24hr_vol / default
        Removed value: -false
      • addedInput schema / properties / include_24hr_vol / description
        Added value: +"Include 24-hour trading volume. \nDefault: false"
      • removedInput schema / properties / include_last_updated_at / default
        Removed value: -false
      • addedInput schema / properties / include_last_updated_at / description
        Added value: +"Include last updated price time as a UNIX timestamp. \nDefault: false"
      • removedInput schema / properties / include_market_cap / default
        Removed value: -false
      • addedInput schema / properties / include_market_cap / description
        Added value: +"Include market capitalization. \nDefault: false"
      • addedInput schema / properties / include_tokens
        Added value: +{
        +  "description": "For `symbols` lookups, specify `all` to include all matching tokens. \nDefault `top` returns top-ranked tokens by market cap or volume.",
        +  "enum": [
        +    "top",
        +    "all"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / names
        Added value: +{
        +  "default": "Bitcoin",
        +  "description": "Coins' names, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • addedInput schema / properties / precision / description
        Added value: +"Decimal places for currency price value"
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • addedInput schema / properties / symbols
        Added value: +{
        +  "default": "btc",
        +  "description": "Coins' symbols, comma-separated if querying more than 1 coin.",
        +  "type": "string"
        +}
      • addedInput schema / properties / vs_currencies / default
        Added value: +"usd"
      • changedInput schema / properties / vs_currencies / description
        Previous value: -"Comma-separated target currencies."New value: +"Target currency of coins, comma-separated if querying more than 1 currency. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"
      • removedInput schema / properties / vs_currencies / example
        Removed value: -"usd,eur"
      • changedInput schema / required
        Previous value: -[
        -  "ids",
        -  "vs_currencies"
        -]New value: +[
        +  "vs_currencies"
        +]
    • Changedget_coingecko_simple_token_price_id16 fields changed
      • addedInput schema / properties / contract_addresses / default
        Added value: +"0x2260fac5e5542a773aa44fbcfedf7c193bc2c599"
      • changedInput schema / properties / contract_addresses / description
        Previous value: -"Comma-separated contract addresses."New value: +"Token contract addresses, comma-separated if querying more than 1 token"
      • removedInput schema / properties / contract_addresses / example
        Removed value: -"0xdAC17F958D2ee523a2206206994597C13D831ec7"
      • addedInput schema / properties / id / default
        Added value: +"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Platform ID (e.g., `ethereum`, `binance-smart-chain`, `polygon-pos`)."New value: +"Asset platform's ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)"
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • addedInput schema / properties / include_24hr_change / description
        Added value: +"Include 24-hour change percentage. \nDefault: false"
      • addedInput schema / properties / include_24hr_vol / description
        Added value: +"Include 24-hour trading volume. \nDefault: false"
      • addedInput schema / properties / include_last_updated_at / description
        Added value: +"Include last updated price time as a UNIX timestamp. \nDefault: false"
      • addedInput schema / properties / include_market_cap / description
        Added value: +"Include market capitalization. \nDefault: false"
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal places for currency price value"
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • addedInput schema / properties / vs_currencies / default
        Added value: +"usd"
      • changedInput schema / properties / vs_currencies / description
        Previous value: -"Comma-separated target currencies."New value: +"Target currency of coins, comma-separated if querying more than 1 currency. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)"
      • removedInput schema / properties / vs_currencies / example
        Removed value: -"usd"
    • Changedget_coingecko_token_data7 fields changed
      • changedInput schema / properties / contract_address / default
        Previous value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"New value: +"0xc02aaa39b223fe8d0a0e5c4f27ead9083c756cc2"
      • changedInput schema / properties / contract_address / description
        Previous value: -"The contract address of the token."New value: +"The contract address of token."
      • removedInput schema / properties / contract_address / example
        Removed value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform ID (e.g., `ethereum`). Refers to the `/asset_platforms` list on CoinGecko."New value: +"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "contract_address"
        -]New value: +[
        +  "contract_address",
        +  "id"
        +]
      • removedOutput schema / x-fastmcp-wrap-result
        Removed value: -true
    • Changedget_coingecko_token_market_chart14 fields changed
      • addedInput schema / properties / contract_address / default
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / contract_address / description
        Previous value: -"Contract address."New value: +"The contract address of token."
      • addedInput schema / properties / days / default
        Added value: +"1"
      • changedInput schema / properties / days / description
        Previous value: -"Data up to N days ago. Accepts `1`, `7`, `14`, `30`, `90`, `180`, `365`, or `max`."New value: +"Data up to number of days ago. \nYou may use any integer or `max` for number of days."
      • removedInput schema / properties / days / example
        Removed value: -"7"
      • addedInput schema / properties / id / default
        Added value: +"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Platform ID."New value: +"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "1m",
        +    "5m",
        +    "hourly",
        +    "daily"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "contract_address",
        -  "vs_currency",
        -  "days"
        -]New value: +[
        +  "contract_address",
        +  "id",
        +  "days",
        +  "vs_currency"
        +]
    • Changedget_coingecko_token_market_chart_range20 fields changed
      • addedInput schema / properties / contract_address / default
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • changedInput schema / properties / contract_address / description
        Previous value: -"Token contract address."New value: +"The contract address of token."
      • removedInput schema / properties / contract_address / example
        Removed value: -"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • addedInput schema / properties / from / default
        Added value: +"2025-12-22"
      • changedInput schema / properties / from / description
        Previous value: -"Start UNIX timestamp (seconds)."New value: +"Starting date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / from / example
        Removed value: -1751328000
      • changedInput schema / properties / from / type
        Previous value: -"integer"New value: +"string"
      • addedInput schema / properties / id / default
        Added value: +"ethereum"
      • changedInput schema / properties / id / description
        Previous value: -"Asset platform ID (e.g., `ethereum`)."New value: +"Asset platform ID. \n*refers to [`/asset_platforms`](/reference/asset-platforms-list)."
      • removedInput schema / properties / id / example
        Removed value: -"ethereum"
      • addedInput schema / properties / interval
        Added value: +{
        +  "description": "Data interval, leave empty for auto granularity.",
        +  "enum": [
        +    "1m",
        +    "5m",
        +    "hourly",
        +    "daily"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / precision / description
        Previous value: -"`full` or a value from `0` to `18` to specify decimal places for currency price values."New value: +"Decimal place for currency price value."
      • addedInput schema / properties / precision / enum
        Added value: +[
        +  "full",
        +  "0",
        +  "1",
        +  "2",
        +  "3",
        +  "4",
        +  "5",
        +  "6",
        +  "7",
        +  "8",
        +  "9",
        +  "10",
        +  "11",
        +  "12",
        +  "13",
        +  "14",
        +  "15",
        +  "16",
        +  "17",
        +  "18"
        +]
      • removedInput schema / properties / precision / example
        Removed value: -"2"
      • addedInput schema / properties / to / default
        Added value: +"2025-12-31"
      • changedInput schema / properties / to / description
        Previous value: -"End UNIX timestamp (seconds)."New value: +"Ending date in ISO date string (`YYYY-MM-DD` or `YYYY-MM-DDTHH:MM`) or UNIX timestamp. \n**Use ISO date string for best compatibility.**"
      • removedInput schema / properties / to / example
        Removed value: -1751414400
      • changedInput schema / properties / to / type
        Previous value: -"integer"New value: +"string"
      • changedInput schema / properties / vs_currency / description
        Previous value: -"Target currency for price (e.g., `usd`, `eur`, `btc`). See `/simple/supported_vs_currencies`."New value: +"Target currency of market data. \n*refers to [`/simple/supported_vs_currencies`](/reference/simple-supported-currencies)."
      • changedInput schema / required
        Previous value: -[
        -  "id",
        -  "contract_address",
        -  "vs_currency",
        -  "from",
        -  "to"
        -]New value: +[
        +  "contract_address",
        +  "id",
        +  "from",
        +  "to",
        +  "vs_currency"
        +]
    • Changedget_details13 fields changed
      • addedInput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • removedInput schema / properties / arguments
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "additionalProperties": true,
        -      "type": "object"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "The arguments the operation would be called with, for a price that reflects them. Keyed by operation_id for a batch, or passed flat for a single operation_id. Routes whose required parameters are validated before pricing have no price without them."
        -}
      • addedInput schema / properties / include_arguments_schema
        Added value: +{
        +  "default": true,
        +  "description": "Return the complete arguments_schema. Defaults to true.",
        +  "type": "boolean"
        +}
      • changedInput schema / properties / include_documentation / description
        Previous value: -"Include the complete native public OpenAPI document, reference closure and scoped completeness. Existing execution schemas remain unchanged."New value: +"Return the complete immutable public OpenAPI operation, referenced declarations, provenance and scoped completeness. Documentation does not change execution support."
      • addedInput schema / properties / include_response_schema
        Added value: +{
        +  "default": false,
        +  "description": "Return the complete response_schema. Defaults to false.",
        +  "type": "boolean"
        +}
      • removedInput schema / properties / operation_id
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "string"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "One operation_id from search"
        -}
      • removedInput schema / properties / operation_ids
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "items": {
        -        "type": "string"
        -      },
        -      "type": "array"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "description": "Up to 20 operation_ids, for a batch"
        -}
      • addedInput schema / properties / session_id
        Added value: +{
        +  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +  "maxLength": 128,
        +  "pattern": "^[A-Za-z0-9_-]*$",
        +  "type": "string"
        +}
      • addedInput schema / properties / tools
        Added value: +{
        +  "description": "Exact tool names returned by search whose complete contracts are needed. Never invent tool names.",
        +  "items": {
        +    "minLength": 1,
        +    "pattern": "^\\S(?:.*\\S)?$",
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "minItems": 1,
        +  "type": "array",
        +  "uniqueItems": true
        +}
      • removedInput schema / properties / with_quote
        Removed value: -{
        -  "default": true,
        -  "description": "Whether each operation is priced for this account before the answer. One round trip per operation; spends nothing.",
        -  "type": "boolean"
        -}
      • addedInput schema / required
        Added value: +[
        +  "tools"
        +]
      • addedOutput schema / properties
        Added value: +{
        +  "error_count": {
        +    "type": "integer"
        +  },
        +  "next_steps_guidance": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "array"
        +      }
        +    ],
        +    "items": {
        +      "type": "string"
        +    }
        +  },
        +  "session_id": {
        +    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "pattern": "^[A-Za-z0-9_-]{1,128}$",
        +    "type": "string"
        +  },
        +  "success_count": {
        +    "type": "integer"
        +  },
        +  "tools": {
        +    "additionalProperties": {
        +      "additionalProperties": false,
        +      "properties": {
        +        "arguments_schema": {
        +          "additionalProperties": true,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ]
        +        },
        +        "canonical_operation_id": {
        +          "type": "string"
        +        },
        +        "documentation": {
        +          "additionalProperties": true,
        +          "type": "object"
        +        },
        +        "error": {
        +          "additionalProperties": false,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ],
        +          "properties": {
        +            "code": {
        +              "type": "string"
        +            },
        +            "message": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "code",
        +            "message"
        +          ]
        +        },
        +        "execution_supported": {
        +          "description": "Whether this router can execute and quote the operation; false retains documentation and discovery only.",
        +          "type": "boolean"
        +        },
        +        "execution_unsupported_reason": {
        +          "description": "Why execution and quoting remain unavailable through this router.",
        +          "type": "string"
        +        },
        +        "idempotent": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "boolean"
        +            }
        +          ]
        +        },
        +        "known_pitfalls": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "array"
        +            }
        +          ],
        +          "items": {
        +            "type": "string"
        +          }
        +        },
        +        "read_only": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "boolean"
        +            }
        +          ]
        +        },
        +        "response_schema": {
        +          "additionalProperties": true,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ]
        +        },
        +        "side_effects": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "array"
        +            }
        +          ],
        +          "items": {
        +            "type": "string"
        +          }
        +        },
        +        "successful": {
        +          "type": "boolean"
        +        }
        +      },
        +      "required": [
        +        "successful"
        +      ],
        +      "type": "object"
        +    },
        +    "type": "object"
        +  },
        +  "total_count": {
        +    "type": "integer"
        +  }
        +}
      • addedOutput schema / required
        Added value: +[
        +  "error_count",
        +  "next_steps_guidance",
        +  "session_id",
        +  "success_count",
        +  "tools",
        +  "total_count"
        +]
    • Changedsearch17 fields changed
      • addedInput schema / $schema
        Added value: +"https://json-schema.org/draft/2020-12/schema"
      • removedInput schema / properties / category / anyOf
        Removed value: -[
        -  {
        -    "enum": [
        -      "seo",
        -      "finance",
        -      "social",
        -      "search",
        -      "sales",
        -      "mail"
        -    ],
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • removedInput schema / properties / category / default
        Removed value: -null
      • changedInput schema / properties / category / description
        Previous value: -"Restrict to one category (seo, finance, social, search, sales, mail). Omit to search everything."New value: +"Restrict retrieval to one category. Omit to search everything. (AIsa-only: tool-router has no equivalent.)"
      • addedInput schema / properties / category / enum
        Added value: +[
        +  "seo",
        +  "finance",
        +  "social",
        +  "search",
        +  "sales",
        +  "mail"
        +]
      • addedInput schema / properties / category / type
        Added value: +"string"
      • addedInput schema / properties / known_fields
        Added value: +{
        +  "additionalProperties": true,
        +  "default": {},
        +  "description": "Known values such as ticker, URL, provider, or identifier that improve retrieval.",
        +  "type": "object"
        +}
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum candidates, 1-10"New value: +"Maximum number of additional direct tool candidates."
      • addedInput schema / properties / limit / maximum
        Added value: +20
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • addedInput schema / properties / provider_filters
        Added value: +{
        +  "default": [],
        +  "description": "Optional exact catalog provider keys used to narrow retrieval (for example similarweb). Do not use display brands. Omit this field if the exact key is unknown.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 50,
        +  "type": "array",
        +  "uniqueItems": true
        +}
      • changedInput schema / properties / query / description
        Previous value: -"What you need, in plain language, e.g. 'backlinks of a domain', 'recent tweets by a user', 'insider trades for AAPL'. English works best."New value: +"Natural-language capability or task to discover."
      • addedInput schema / properties / query / maxLength
        Added value: +2000
      • addedInput schema / properties / query / minLength
        Added value: +1
      • addedInput schema / properties / session_id
        Added value: +{
        +  "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +  "maxLength": 128,
        +  "pattern": "^[A-Za-z0-9_-]*$",
        +  "type": "string"
        +}
      • addedOutput schema / properties
        Added value: +{
        +  "next_steps_guidance": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "array"
        +      }
        +    ],
        +    "items": {
        +      "type": "string"
        +    }
        +  },
        +  "plan": {
        +    "additionalProperties": false,
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "object"
        +      }
        +    ],
        +    "properties": {
        +      "canonical_use_case": {
        +        "type": "string"
        +      },
        +      "description": {
        +        "type": "string"
        +      },
        +      "known_pitfalls": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      },
        +      "plan_ref": {
        +        "type": "string"
        +      },
        +      "primary_tools": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      },
        +      "recommended_steps": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      },
        +      "related_tools": {
        +        "anyOf": [
        +          {
        +            "type": "null"
        +          },
        +          {
        +            "type": "array"
        +          }
        +        ],
        +        "items": {
        +          "type": "string"
        +        }
        +      }
        +    },
        +    "required": [
        +      "canonical_use_case",
        +      "description",
        +      "known_pitfalls",
        +      "plan_ref",
        +      "primary_tools",
        +      "recommended_steps",
        +      "related_tools"
        +    ]
        +  },
        +  "retrieval_mode": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "string"
        +      }
        +    ]
        +  },
        +  "search_id": {
        +    "type": "string"
        +  },
        +  "session_id": {
        +    "description": "Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.",
        +    "maxLength": 128,
        +    "minLength": 1,
        +    "pattern": "^[A-Za-z0-9_-]{1,128}$",
        +    "type": "string"
        +  },
        +  "tools": {
        +    "anyOf": [
        +      {
        +        "type": "null"
        +      },
        +      {
        +        "type": "array"
        +      }
        +    ],
        +    "items": {
        +      "additionalProperties": false,
        +      "properties": {
        +        "arguments_schema": {
        +          "additionalProperties": true,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ]
        +        },
        +        "description": {
        +          "type": "string"
        +        },
        +        "execution_supported": {
        +          "description": "Whether this router can execute and quote the operation; false retains documentation and discovery only.",
        +          "type": "boolean"
        +        },
        +        "execution_unsupported_reason": {
        +          "description": "Why execution and quoting remain unavailable through this router.",
        +          "type": "string"
        +        },
        +        "has_full_schema": {
        +          "type": "boolean"
        +        },
        +        "match_reasons": {
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "array"
        +            }
        +          ],
        +          "items": {
        +            "type": "string"
        +          }
        +        },
        +        "price": {
        +          "additionalProperties": true,
        +          "type": "object"
        +        },
        +        "retrieval_debug": {
        +          "additionalProperties": false,
        +          "anyOf": [
        +            {
        +              "type": "null"
        +            },
        +            {
        +              "type": "object"
        +            }
        +          ],
        +          "properties": {
        +            "fused_rank": {
        +              "type": "integer"
        +            },
        +            "fused_score": {
        +              "type": "number"
        +            },
        +            "lexical_rank": {
        +              "type": "integer"
        +            },
        +            "lexical_score": {
        +              "type": "number"
        +            },
        +            "rerank_admission_rank": {
        +              "type": "integer"
        +            },
        +            "rerank_rank": {
        +              "type": "integer"
        +            },
        +            "rerank_score": {
        +              "anyOf": [
        +                {
        +                  "type": "null"
        +                },
        +                {
        +                  "type": "number"
        +                }
        +              ]
        +            },
        +            "runtime_availability": {
        +              "type": "string"
        +            },
        +            "vector_view_ranks": {
        +              "additionalProperties": {
        +                "type": "integer"
        +              },
        +              "type": "object"
        +            },
        +            "vector_view_scores": {
        +              "additionalProperties": {
        +                "type": "number"
        +              },
        +              "type": "object"
        +            }
        +          },
        +          "required": [
        +            "fused_rank",
        +            "fused_score",
        +            "lexical_rank",
        +            "lexical_score",
        +            "rerank_admission_rank",
        +            "rerank_rank",
        +            "runtime_availability",
        +            "vector_view_ranks",
        +            "vector_view_scores"
        +          ]
        +        },
        +        "summary": {
        +          "type": "string"
        +        },
        +        "tool": {
        +          "type": "string"
        +        }
        +      },
        +      "required": [
        +        "description",
        +        "has_full_schema",
        +        "price",
        +        "summary",
        +        "tool"
        +      ],
        +      "type": "object"
        +    }
        +  }
        +}
      • addedOutput schema / required
        Added value: +[
        +  "next_steps_guidance",
        +  "search_id",
        +  "session_id",
        +  "tools"
        +]
    • Changeduse1 field changed
      • changedInput schema / properties / max_price_usd / description
        Previous value: -"Refuse the call before any spend if it would cost more than this many USD"New value: +"Refuse the call before any spend if its quoted price is above this many USD"
  5. 1 tool update
    • Changedget_details1 field changed
      • addedInput schema / properties / include_documentation
        Added value: +{
        +  "default": false,
        +  "description": "Include the complete native public OpenAPI document, reference closure and scoped completeness. Existing execution schemas remain unchanged.",
        +  "type": "boolean"
        +}
  6. 14 tool updates
    • Changedget_coingecko_coins_id1 field changed
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
    • Changedget_coingecko_coins_id_history2 fields changed
      • addedInput schema / properties / date / example
        Added value: +"30-12-2024"
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
    • Changedget_coingecko_coins_id_market_chart3 fields changed
      • addedInput schema / properties / days / example
        Added value: +"7"
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • addedInput schema / properties / precision / example
        Added value: +"2"
    • Changedget_coingecko_coins_id_market_chart_range4 fields changed
      • addedInput schema / properties / from / example
        Added value: +1713398400
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • addedInput schema / properties / to / example
        Added value: +1713484800
    • Changedget_coingecko_coins_id_ohlc3 fields changed
      • addedInput schema / properties / days / example
        Added value: +"7"
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
      • addedInput schema / properties / precision / example
        Added value: +"2"
    • Changedget_coingecko_coins_id_tickers1 field changed
      • addedInput schema / properties / id / example
        Added value: +"bitcoin"
    • Changedget_coingecko_coins_markets3 fields changed
      • addedInput schema / properties / ids / example
        Added value: +"bitcoin,ethereum"
      • addedInput schema / properties / locale / example
        Added value: +"en"
      • addedInput schema / properties / precision / example
        Added value: +"2"
    • Changedget_coingecko_exchanges_id1 field changed
      • addedInput schema / properties / id / example
        Added value: +"binance"
    • Changedget_coingecko_exchanges_id_tickers1 field changed
      • addedInput schema / properties / id / example
        Added value: +"binance"
    • Changedget_coingecko_simple_price2 fields changed
      • addedInput schema / properties / ids / example
        Added value: +"bitcoin,ethereum"
      • addedInput schema / properties / vs_currencies / example
        Added value: +"usd,eur"
    • Changedget_coingecko_simple_token_price_id4 fields changed
      • addedInput schema / properties / contract_addresses / example
        Added value: +"0xdAC17F958D2ee523a2206206994597C13D831ec7"
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • addedInput schema / properties / vs_currencies / example
        Added value: +"usd"
    • Changedget_coingecko_token_data2 fields changed
      • addedInput schema / properties / contract_address / example
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
    • Changedget_coingecko_token_market_chart3 fields changed
      • addedInput schema / properties / days / example
        Added value: +"7"
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
      • addedInput schema / properties / precision / example
        Added value: +"2"
    • Changedget_coingecko_token_market_chart_range5 fields changed
      • addedInput schema / properties / contract_address / example
        Added value: +"0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48"
      • addedInput schema / properties / from / example
        Added value: +1751328000
      • addedInput schema / properties / id / example
        Added value: +"ethereum"
      • addedInput schema / properties / precision / example
        Added value: +"2"
      • addedInput schema / properties / to / example
        Added value: +1751414400
  7. 26 tool updates
    • First observedbatch_use
    • First observedget_coingecko_coins_categories
    • First observedget_coingecko_coins_categories_list
    • First observedget_coingecko_coins_id
    • First observedget_coingecko_coins_id_history
    • First observedget_coingecko_coins_id_market_chart
    • First observedget_coingecko_coins_id_market_chart_range
    • First observedget_coingecko_coins_id_ohlc
    • First observedget_coingecko_coins_id_tickers
    • First observedget_coingecko_coins_list
    • First observedget_coingecko_coins_markets
    • First observedget_coingecko_exchanges
    • First observedget_coingecko_exchanges_id
    • First observedget_coingecko_exchanges_id_tickers
    • First observedget_coingecko_exchanges_list
    • First observedget_coingecko_search_trending
    • First observedget_coingecko_simple_price
    • First observedget_coingecko_simple_supported_vs_currencies
    • First observedget_coingecko_simple_token_price_id
    • First observedget_coingecko_token_data
    • First observedget_coingecko_token_market_chart
    • First observedget_coingecko_token_market_chart_range
    • First observedget_details
    • First observedlist_categories
    • First observedsearch
    • First observeduse

Publisher details

Operator
AIsa · Publisher source
Operator website
https://aisa.one
Vendor relationship
Independent
Trust center
Not available
Restrictions
No paid plan, admin approval, regional limit or custom OAuth app is needed to connect. Sign-in is OAuth against auth.aisa.one with dynamic client registration (RFC 7591), or an Authorization: Bearer AIsa API key. search, get_details and list_categories are free. use and batch_use are billed per call to the caller's own AIsa key, and max_price_usd refuses anything above a cap before any spend. Some operations are subscription-only on the gateway and answer 402 without the Hive GTM Growth plan.

Related MCP Connectors

  • Your agent needs markets — prices and fundamentals for listed companies, the filings behind them, crypto, and what the prediction markets put the odds at. **What you can ask for** • "Pull this company's income statement, cash flow and balance sheet for the last 8 quarters." • "What did insiders buy or sell, and when?" • "Snapshot prices for these 50 tickers, then the OHLC history for the three that moved." • "What are the current odds on this event across Kalshi and Polymarket?" • "Screen for companies matching these financial criteria." **How to use it** Point any MCP client at https://mcp.aisa.one/finance/mcp and sign in with OAuth — there is no key to create or paste. 49 tools: prices and snapshots, income statements, balance sheets and cash flows, metrics and ratios, earnings and analyst estimates, filings and line-item search, insider trades, macro interest rates, news, a screener; CoinGecko spot prices, market tables, OHLC, per-venue tickers and trending; Kalshi and Polymarket markets and trades; plus EDINET filings for Japan. **Why this rather than the source** Equities, crypto and event markets behind one account, so a cross-asset question is one conversation. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Read the number here, then ask the same agent what X is saying about the ticker today — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/marketpulse/mcp · /crypto-market-data/mcp · /prediction-market-data/mcp · /stock-pulse/mcp for one slice each.

  • Your agent needs company financials it can compute on — statements, ratios, earnings, estimates, filings and insider activity as structured data, not a PDF. **What you can ask for** • "Give me 8 quarters of income statement, balance sheet and cash flow for this ticker." • "What do analysts estimate for next quarter, and how did the last four surprise?" • "Find this exact line item across every filing." • "Who bought or sold as an insider in the last 90 days?" • "Screen for profitable companies under this valuation with growing revenue." **How to use it** Point any MCP client at https://mcp.aisa.one/marketpulse/mcp and sign in with OAuth — there is no key to create or paste. 21 tools: prices and snapshots, income statements, balance sheets, cash-flow statements, financial metrics and snapshots, earnings, analyst estimates, company facts, filings and filing items, line-item search, a screener, insider trades, macro interest rates, news, plus EDINET documents and filing digests for Japanese issuers. **Why this rather than the source** Statements as fields you can compute on, and a screener in the same place. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Read the fundamentals here, then ask the same agent what social is saying about the ticker — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/finance/mcp for equities, crypto and prediction markets in one place.

  • Your agent needs X/Twitter data — who follows a competitor, what a community is posting, who quoted that tweet, what is trending in Japan. Normally that means applying for an X developer account, passing app review, and managing a quota per endpoint. **What you can ask for** • "Who follows @stripe, and which of them are verified?" • "Pull every reply and quote on this tweet and summarise what people object to." • "List this community's moderators and its posts this week." • "What is trending in Japan right now?" • "Give me the full thread context behind this link, including the long-form article." **How to use it** Point any MCP client at https://mcp.aisa.one/twitter-api/mcp and sign in with OAuth — there is no key to create or paste. 29 read tools: users (profile, about, batch lookup by id, search, followers, verified followers, followings, follow check), tweets (timeline, latest, mentions, advanced search, replies, quotes, retweeters, thread context, articles), communities, lists, Spaces and trends. **Why this rather than the source** No developer account to apply for, no app review, no per-endpoint quota to manage. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Ask for a handle's followers here, then ask the same agent for that brand's search traffic, its backlinks, or the people to contact — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/social/mcp for X plus Instagram, Reddit, Pinterest and YouTube; https://mcp.aisa.one/gtm/mcp for those plus Similarweb and Apollo.

  • Your agent needs the two halves of a move at once — what people are posting about a ticker right now, and what the price and the news actually did. **What you can ask for** • "What is X saying about $NVDA today, and what did the stock do?" • "Show the chatter and the price move for these five tickers side by side." • "Which tickers are being talked about most right now?" • "Pull the news and the snapshot behind this spike." **How to use it** Point any MCP client at https://mcp.aisa.one/stock-pulse/mcp and sign in with OAuth — there is no key to create or paste. 4 tools: a combined stock-pulse call that joins X/Twitter chatter to the tickers mentioned, plus advanced tweet search, price snapshots and financial news. **Why this rather than the source** One call instead of four, with the join already done. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Spot the move here, then ask the same agent for the filings or the fundamentals behind it — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/finance/mcp for equities, crypto and prediction markets in one place.

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