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Glama

AIsa Pinterest

Server Details

Your agent needs Pinterest as a demand signal — what people are saving in a category, which pins earn engagement, what a competitor's boards are collecting.

What you can ask for • "What pins come up for 'home office setup', and which get saved most?" • "Page through this board and list the products it links to." • "Which boards does this user keep, and what are they about?" • "Show the engagement on this pin."

How to use it Point any MCP client at https://mcp.aisa.one/pinterest/mcp and sign in with OAuth — there is no key to create or paste. 4 read tools: search pins, read one pin and its engagement, page through a board, and list a user's boards.

It is also a door to the rest The same login reaches 26 sources and 580+ operations. Spot the trend here, then ask the same agent for search volume on the same phrase or who already ranks for 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/social/mcp for X plus Instagram, Reddit, Pinterest and YouTube; https://mcp.aisa.one/gtm/mcp for those plus Similarweb and Apollo.

Ownership verified
Status
Healthy
Uptime
93.6% over 42 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A3.8/5.0

Scored across 11 tools

Disambiguation3/5

Most tools have distinct roles, and the Pinterest-specific endpoints are clearly separated by resource and action. However, generic discovery tools like search and list_categories can overlap in intent, and the deprecated use tool directly competes with batch_use, creating avoidable ambiguity.

Naming Consistency3/5

The Pinterest tools follow a clear get_pinterest_* pattern and batch tools share a batch_* prefix. But the overall set mixes noun-style names like account, verb-style names like search, and a vague deprecated tool named use, so the convention is only partially consistent.

Tool Count5/5

Eleven tools is a well-scoped count for this mixed catalog-and-Pinterest API surface. Each major operation has a corresponding tool, and the count stays comfortably within a reasonable range despite the deprecated entry.

Completeness4/5

The Pinterest side covers the core read workflows: keyword search, pin detail, board pins, and user boards. The AIsa platform side covers discovery, schema lookup, quoting, execution, account status, and categories, with only minor gaps such as user-profile retrieval and write-oriented Pinterest actions.

Available Tools

11 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.

NameRequiredDescriptionDefault

No parameters

Output 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.

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

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.

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

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.

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

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_pinterest_boardboardA
Read-onlyIdempotent
Inspect

Returns one page of pins from a board URL, with a cursor to page. Board pins carry a third field subset, different from both search results and pin detail: node_id, link, domain, rich_summary, seo_url, board and auto_alt_text among them. Measured at 104 KB for 16 pins; trim=true cuts it to 28 KB, keeping per pin id, title, description, link, domain, board, pinner, alt_text, rich_summary and reaction_counts. Board URLs come from board.url on search results — relative, like /agkelsey/the-apartment/, so prefix https://www.pinterest.com — or from get_pinterest_user_boards. For a user's board list rather than one board's pins, use get_pinterest_user_boards.

Usage-based billing; Default request estimate: $0.00188 USD (not a fixed price). Account-specific pricing and final settlement may differ.

NameRequiredDescriptionDefault
urlNoThe URL of the board to get
trimNoSet to true for a trimmed down version of the response
cursorNoThe cursor to get the next page of results

Output Schema

NameRequiredDescription

No output parameters

TDQS

A4.7/5.0
Behavior4/5

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

Annotations already declare readOnly/openWorld/idempotent/non-destructive, so the safety profile is covered elsewhere. The description adds substantial behavioral context beyond that: pagination via cursor, concrete payload sizes (104 KB for 16 pins; 28 KB trimmed) and the exact field subsets returned. It stops short of stating rate limits or error behavior, so a 4 rather than 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 paging behavior, and every sentence carries information. The two inline field enumerations ('node_id, link, domain...' and the trim field list) are dense and slightly bloat the text, and the injected pricing boilerplate sits outside the definition's control.

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 already exists, so return values need no further explanation, and annotations cover the read-only/idempotent profile. Between the URL-source guidance, paging semantics and field-set/size notes, nothing needed to call it correctly is missing.

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

Parameters5/5

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

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning: url must be absolute, with relative board paths needing an https://www.pinterest.com prefix, and trim=true is quantified as cutting 104 KB to 28 KB while enumerating the retained fields. This goes well beyond the schema's one-line parameter docs.

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 — 'returns one page of pins from a board URL' — and immediately differentiates from siblings by noting it also emits a paging cursor and that board pins use a distinct field subset from search results and pin detail. An agent can distinguish it from get_pinterest_search and get_pinterest_user_boards without opening schemas.

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 routes the agent: 'For a user's board list rather than one board's pins, use get_pinterest_user_boards,' and explains where valid URLs originate (board.url on search results, or get_pinterest_user_boards). Both when-to-use and the alternative are named.

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

get_pinterest_pinpinA
Read-onlyIdempotent
Inspect

Fetches one pin by URL, of the form pinterest.com/pin/. The response is a different shape from search results: camelCase fields including entityId, description, category, totalReactionCount, aggregatedPinData, richMetadata, pinner, originPinner and genAiTopics. Measured at 12.5 KB, the smallest full response in this API; trim=true reduces it to 1.6 KB, keeping entityId, description, createdAt, pinner, originPinner, nativeCreator, shareCount, repinCount and totalReactionCount while dropping richMetadata and category. To find pins by keyword use get_pinterest_search; to page through the board a pin sits on use get_pinterest_board. Only standard numeric pin URLs resolve: of 12 search results fed straight back, the 3 whose URL ended in a shortcode (dwA0UYrl style) all answered 404 and one numeric id did too, so check for a numeric trailing id before calling and expect occasional 404s on deleted pins.

Usage-based billing; Default request estimate: $0.00188 USD (not a fixed price). Account-specific pricing and final settlement may differ.

NameRequiredDescriptionDefault
urlNoPinterest pin URL
trimNoSet to true for a trimmed down version of the response
cache_max_ageNoIf we have a response in the cache that is this many days old or newer, return the cached response (0 credits, with "cached": true and a "cached_at" timestamp). Otherwise, scrape a live result (1 credit). [See the Caching page for details.](https://docs.scrapecreators.com/caching)

Output Schema

NameRequiredDescription

No output parameters

TDQS

A4.8/5.0
Behavior5/5

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

Annotations cover the safety profile (readOnly, idempotent, non-destructive), and the description goes well beyond them: response size (12.5 KB), what trim actually changes (drops richMetadata and category, keeps a named field set), how shortcode URLs fail with 404, and the caching behavior's cost implications. This is unusually rich disclosure for a read 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?

Front-loaded with purpose, then alternatives, then output-shape detail — a sensible ordering. It is dense and the long field enumeration plus the embedded pricing note add bulk, but nearly every sentence carries decision-relevant information, so it stays efficient rather than padded.

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 values need not be described, yet the description still quantifies size and the trim trade-off that the schema cannot express. Combined with the 404 and URL-format warnings, an agent has everything needed to call this 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?

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning: the exact URL shape pinterest.com/pin/<id> and a precise account of what trim trades away, which is more than the schema's vague 'trimmed down version'. cache_max_age semantics remain schema-only, keeping this just short of a 5.

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 (fetches) and resource (one pin) scoped by URL form, and explicitly distinguishes itself from get_pinterest_search and get_pinterest_board. An agent can route between the three pin/board/search tools without opening any schema.

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?

Gives explicit alternatives and the condition selecting each: 'To find pins by keyword use get_pinterest_search; to page through the board a pin sits on use get_pinterest_board.' It also adds a pre-call check (ensure a numeric trailing id) and a caveat to expect occasional 404s, which is actionable when-to-use guidance.

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

get_pinterest_user_boardsboardsA
Read-onlyIdempotent
Inspect

Lists a user's public boards by username, with a cursor to page. Each board carries id, name, url, description, pin_count, follower_count, section_count, collaborator_count, privacy, owner, created_at, cover_pin and cover_images. Measured at 59 KB for 10 boards; trim=true collapses it to 3.3 KB — the largest trim ratio in this API — keeping id, name, url, description, pin_count, follower_count, created_at and image_cover_hd_url. The handle is the bare username as it appears in a profile URL (agkelsey, not a full URL). Feed each board's url to get_pinterest_board to read its pins; to search across all of Pinterest use get_pinterest_search.

Usage-based billing; Default request estimate: $0.00188 USD (not a fixed price). Account-specific pricing and final settlement may differ.

NameRequiredDescriptionDefault
trimNoSet to true for a trimmed down version of the response
handleNoThe username of the user to get boards for. (e.g. broadstbullycom from https://www.pinterest.com/broadstbullycom/)

Output Schema

NameRequiredDescription

No output parameters

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already cover read-only/idempotent/non-destructive, so the bar is lower, yet the description adds real behavioral detail: response payload size (59 KB for 10 boards), the trim ratio and exactly which fields survive trimming. This is the kind of operational context an agent needs to avoid oversized responses.

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 purpose, then output fields, then the trim tradeoff, then routing. Dense but nearly every sentence earns its place; the trailing pricing boilerplate is injected and slightly dilutes the structure.

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?

Pagination (cursor), input format, response shape, payload-size tradeoff, and sibling routing are all covered. With an output schema present, return values need not be explained, and the extra field listing is a bonus rather than a gap.

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 100% so baseline is 3, but the description goes beyond the schema's terse 'trimmed down version' by naming the exact fields trim keeps, and reinforces that handle is a bare username rather than a profile URL.

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?

Opens with a specific verb+resource+scope: 'Lists a user's public boards by username, with a cursor to page.' It also names the sibling tools it is not (get_pinterest_board for pins, get_pinterest_search for cross-Pinterest search), so an agent can route correctly without opening another schema.

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?

Explicitly routes to alternatives with conditions: feed each board's url to get_pinterest_board for pins, use get_pinterest_search for Pinterest-wide search. It also clarifies the expected handle input format. There are no explicit when-not-to-use statements, but the alternative routing is clear.

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 catalogueA
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.

NameRequiredDescriptionDefault

No parameters

Output Schema

NameRequiredDescription

No output parameters

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already establish that this is a safe, read-only, closed-world operation. The description adds useful context beyond annotations by saying it returns categories, servers, tool counts, and the dedicated endpoint, and that it is free. It omits auth/rate-limit details, but those are less critical given the read-only 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 description is front-loaded with what the tool returns and is generally efficient. The parenthetical about tool-router and the endpoint URL add some density, but each part contributes usage or content context.

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?

With zero parameters, read-only annotations, and an output schema available, the description supplies enough context for correct invocation. It explains the catalogue contents and gives the category-specific endpoint alternative, leaving no critical gap for an agent.

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 has zero parameters, so parameter semantics are not a meaningful differentiator. The schema has no properties to explain, and the description does not need to document any inputs.

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 that this tool gives a catalogue overview: categories, servers per category, tool counts, and a dedicated endpoint. The resource is specific and recognizable, though sibling differentiation is only partial because it references 'tool-router' rather than the listed siblings like search/use.

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 gives a clear alternative: use the category-specific endpoint if you only need one category, rather than going via search. It also notes the tool is free and AIsa-only, but it does not explicitly state when to call list_categories instead of search or use.

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

useRun an AIsa operationC
Destructive
Inspect

deprecated, use batch_use instead

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

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. 6 tool updates
    • Addedaccount
    • Removedget_details
    • Changedget_pinterest_board3 fields changed
      • addedInput schema / properties / cursor
        Added value: +{
        +  "description": "The cursor to get the next page of results",
        +  "type": "string"
        +}
      • addedInput schema / properties / trim / description
        Added value: +"Set to true for a trimmed down version of the response"
      • addedInput schema / properties / url / description
        Added value: +"The URL of the board to get"
    • Changedget_pinterest_pin3 fields changed
      • addedInput schema / properties / cache_max_age
        Added value: +{
        +  "description": "If we have a response in the cache that is this many days old or newer, return the cached response (0 credits, with \"cached\": true and a \"cached_at\" timestamp). Otherwise, scrape a live result (1 credit). [See the Caching page for details.](https://docs.scrapecreators.com/caching)",
        +  "enum": [
        +    "14d",
        +    "1d",
        +    "30d",
        +    "3d",
        +    "7d"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / trim / description
        Added value: +"Set to true for a trimmed down version of the response"
      • addedInput schema / properties / url / description
        Added value: +"Pinterest pin URL"
    • Changedget_pinterest_search3 fields changed
      • addedInput schema / properties / cursor
        Added value: +{
        +  "description": "Cursor",
        +  "type": "string"
        +}
      • addedInput schema / properties / query / description
        Added value: +"Search query"
      • addedInput schema / properties / trim / description
        Added value: +"Set to true for a trimmed down version of the response"
    • Changedget_pinterest_user_boards2 fields changed
      • addedInput schema / properties / handle / description
        Added value: +"The username of the user to get boards for. (e.g. broadstbullycom from https://www.pinterest.com/broadstbullycom/)"
      • addedInput schema / properties / trim / description
        Added value: +"Set to true for a trimmed down version of the response"
  2. 10 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_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"
        +]
    • Changedget_pinterest_board7 fields changed
      • removedInput schema / properties / cursor
        Removed value: -{
        -  "description": "The cursor to get the next page of results",
        -  "example": "Y2JURlEwTWsxNlp6Vk9SR2MwV....",
        -  "type": "string"
        -}
      • removedInput schema / properties / trim / description
        Removed value: -"Set to true for a trimmed down version of the response"
      • removedInput schema / properties / trim / example
        Removed value: -"false"
      • changedInput schema / properties / trim / type
        Previous value: -"boolean"New value: +"string"
      • removedInput schema / properties / url / description
        Removed value: -"The URL of the board to get"
      • removedInput schema / properties / url / example
        Removed value: -"https://www.pinterest.com/lizmrodgers/moms-night/"
      • changedInput schema / required
        Previous value: -[
        -  "url"
        -]New value: +[]
    • Changedget_pinterest_pin6 fields changed
      • removedInput schema / properties / trim / description
        Removed value: -"Set to true for a trimmed down version of the response"
      • removedInput schema / properties / trim / example
        Removed value: -"false"
      • changedInput schema / properties / trim / type
        Previous value: -"boolean"New value: +"string"
      • removedInput schema / properties / url / description
        Removed value: -"Pinterest pin URL"
      • removedInput schema / properties / url / example
        Removed value: -"https://www.pinterest.com/pin/1124351863225567517/"
      • changedInput schema / required
        Previous value: -[
        -  "url"
        -]New value: +[]
    • Changedget_pinterest_search8 fields changed
      • removedInput schema / properties / cursor
        Removed value: -{
        -  "description": "Cursor",
        -  "example": "Y2JVSG81V2sxcmNHRlpWM1J...",
        -  "type": "string"
        -}
      • addedInput schema / properties / limit
        Added value: +{
        +  "type": "string"
        +}
      • removedInput schema / properties / query / description
        Removed value: -"Search query"
      • removedInput schema / properties / query / example
        Removed value: -"Italian Pot Roast"
      • removedInput schema / properties / trim / description
        Removed value: -"Set to true for a trimmed down version of the response"
      • removedInput schema / properties / trim / example
        Removed value: -"false"
      • changedInput schema / properties / trim / type
        Previous value: -"boolean"New value: +"string"
      • changedInput schema / required
        Previous value: -[
        -  "query"
        -]New value: +[]
    • Changedget_pinterest_user_boards6 fields changed
      • removedInput schema / properties / handle / description
        Removed value: -"The username of the user to get boards for. (e.g. broadstbullycom from https://www.pinterest.com/broadstbullycom/)"
      • removedInput schema / properties / handle / example
        Removed value: -"broadstbullycom"
      • removedInput schema / properties / trim / description
        Removed value: -"Set to true for a trimmed down version of the response"
      • removedInput schema / properties / trim / example
        Removed value: -"false"
      • changedInput schema / properties / trim / type
        Previous value: -"boolean"New value: +"string"
      • changedInput schema / required
        Previous value: -[
        -  "handle"
        -]New value: +[]
    • 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. 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"
        +}
  4. 4 tool updates
    • Changedget_pinterest_board3 fields changed
      • addedInput schema / properties / cursor / example
        Added value: +"Y2JURlEwTWsxNlp6Vk9SR2MwV...."
      • addedInput schema / properties / trim / example
        Added value: +"false"
      • addedInput schema / properties / url / example
        Added value: +"https://www.pinterest.com/lizmrodgers/moms-night/"
    • Changedget_pinterest_pin2 fields changed
      • addedInput schema / properties / trim / example
        Added value: +"false"
      • addedInput schema / properties / url / example
        Added value: +"https://www.pinterest.com/pin/1124351863225567517/"
    • Changedget_pinterest_search3 fields changed
      • addedInput schema / properties / cursor / example
        Added value: +"Y2JVSG81V2sxcmNHRlpWM1J..."
      • addedInput schema / properties / query / example
        Added value: +"Italian Pot Roast"
      • addedInput schema / properties / trim / example
        Added value: +"false"
    • Changedget_pinterest_user_boards2 fields changed
      • addedInput schema / properties / handle / example
        Added value: +"broadstbullycom"
      • addedInput schema / properties / trim / example
        Added value: +"false"
  5. 9 tool updates
    • First observedbatch_use
    • First observedget_details
    • First observedget_pinterest_board
    • First observedget_pinterest_pin
    • First observedget_pinterest_search
    • First observedget_pinterest_user_boards
    • 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 what people are posting — across X, Instagram, Reddit, Pinterest and YouTube at once, not five accounts and five rate limits. **What you can ask for** • "What is being said about our brand this week on X and Reddit?" • "Find the creators posting about this category on Instagram and YouTube." • "Pull the replies and quotes on this tweet and the comments on that reel." • "What is trending in this country right now?" • "Which subreddits and hashtags keep coming up for this topic?" **How to use it** Point any MCP client at https://mcp.aisa.one/social/mcp and sign in with OAuth — there is no key to create or paste. 56 read tools across five platforms: X/Twitter (users, tweets, communities, lists, Spaces, trends), Instagram (profiles, posts, reels, highlights, transcripts), Reddit (search, subreddits, comment trees), Pinterest (pins, boards, search) and YouTube search. **Why this rather than the source** One login instead of five developer programmes, and no app review on any of them. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Measure the conversation here, then ask the same agent for the site traffic behind it 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/twitter-api/mcp · /instagram/mcp · /reddit/mcp · /pinterest/mcp · /youtube-search/mcp for one platform at a time; https://mcp.aisa.one/gtm/mcp adds Similarweb and Apollo.

  • 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 public Instagram data — a creator's posts and reels, what a hashtag is producing, what a video actually says. The official Graph API only sees accounts you already own, and needs app review to see those. **What you can ask for** • "Pull this creator's last 50 posts and reels with engagement counts." • "What is trending under #skincare this week, and which profiles keep appearing?" • "Transcribe this reel and tell me what the hook in the first three seconds is." • "Read the comments on this post and group the objections." • "Which reels use this song right now?" **How to use it** Point any MCP client at https://mcp.aisa.one/instagram/mcp and sign in with OAuth — there is no key to create or paste. 17 read tools: profiles (basic and full), a user's posts, reels and highlights, post and profile digests, post comments, reels search, trending reels, reels by song, hashtag and profile search, and media transcripts. **Why this rather than the source** Public profiles without owning the account, and no app review to sit through. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Size a creator's audience here, then ask the same agent what their brand's site traffic looks like or who to contact there — 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 live data — a competitor's traffic, who to contact there, what people are saying, what Google and ChatGPT answer about you, a company's filings. Normally that is six vendor accounts, six sets of keys and six SDKs. This is one URL. **What you can ask for** • "How much traffic does stripe.com get, where does it come from, and who competes for the same keywords?" • "Find 20 Series-B fintech companies in Germany and the heads of marketing there, with emails." • "Does ChatGPT mention our brand when someone asks for the best CRM — and what does it cite?" • "What is X saying about $NVDA today, and what did the stock actually do?" • "Search the web for this, then scrape the three best pages into markdown." **How to use it** Point any MCP client at https://mcp.aisa.one/mcp and sign in with OAuth — there is no key to create or paste. Then just ask: the agent calls search to find the right operation and use to run it. **Why this rather than the source** 26 sources behind one account and one bill — DataForSEO, Semrush, Ahrefs, Similarweb, Apollo, X/Twitter, Instagram, Reddit, Pinterest, YouTube, Tavily, Exa, Perplexity, Firecrawl, CoinGecko, Kalshi, Polymarket, AgentMail and more, 580+ operations. tools/list returns five tools, not 580, so the introduction does not eat your context window. **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** One slice at a time: https://mcp.aisa.one/seo/mcp · /finance/mcp · /social/mcp · /search/mcp · /sales/mcp · /mail/mcp · /gtm/mcp, or a single provider like /twitter-api/mcp. Same account, fewer tools listed, and search still reaches everything. Full list at https://mcp.aisa.one/servers

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