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Solana Wallet Intel

Server Details

Solana wallet PnL, win rate, bot/smart-money flags, portfolio, trending tokens. Pay per call (x402).

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A3.6/5.0

Scored across 4 tools

Disambiguation5/5

Each tool has a clearly distinct target: ping for health, token_trending for token-market signals, wallet_funding for funder/sybil clustering, and wallet_profile for holdings/PnL/labels. There is no meaningful overlap between wallet_funding and wallet_profile because one focuses on provenance and clustering while the other focuses on portfolio and performance.

Naming Consistency4/5

The tool names consistently use lower snake_case, and the three paid intel tools follow a predictable noun-topic pattern (token_trending, wallet_funding, wallet_profile). The lone exception is ping, which is a conventional health-check name but does not match the descriptive naming pattern.

Tool Count5/5

Four tools is well-scoped for a focused, paid intelligence API: one free health check plus three distinct analysis endpoints. Each tool appears to earn its place without redundant or filler operations.

Completeness3/5

Core wallet intelligence is covered through profile, PnL, labels, funding provenance, and sybil clustering, with token trending as supporting market context. However, obvious adjacent gaps remain, such as wallet transaction history, token holder/distribution analysis, or deeper token security checks, which could limit some agent workflows.

Available Tools

4 tools
pingAInspect

Free health check. Does not spend USDC.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.9/5.0
Behavior4/5

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

With no annotations, the description carries the full behavioral burden and does disclose the key trait: it is free and does not spend USDC. For a no-parameter health check, this covers the main side-effect and cost concerns, though it does not explicitly state that it is read-only.

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?

Two short sentences, front-loaded with the purpose and immediately followed by the cost constraint. No wasted words.

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 health check with no output schema, the description is nearly complete: it identifies the operation and its cost behavior. It could mention the expected response shape, but the simplicity of a ping makes that a minor 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?

The tool has zero parameters, so the baseline is 4. There are no parameter semantics to explain.

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 purpose: a health check. It does not name siblings, but the purpose is clear enough to distinguish it from the wallet- and token-related tools in the sibling list.

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 'Free health check' implies using it to check service availability without incurring cost. However, there is no explicit guidance on when to prefer it over other tools or when not to use it.

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

wallet_fundingAInspect

Find a wallet's first SOL funder, flag wallets that share that funder or a CEX deposit address, and return a cluster id with plain-language sybil risk reasons. Labeled exchange hot wallets are not used as a cluster. Optional peers compares up to 8 other wallets. Costs $0.02 USDC.

ParametersJSON Schema
NameRequiredDescriptionDefault
peersNoComma-separated peer wallets, up to 8
addressYesSolana wallet address

TDQS

A3.8/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does a reasonable job: it discloses the $0.02 USDC cost, states that labeled exchange hot wallets are not used as a cluster, and says the return includes plain-language sybil risk reasons. It stops short of describing read-only behavior, rate limits, or error conditions, but the pricing and exclusion rules are useful behavioral context.

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?

The description is front-loaded with the primary action, then adds only the details that matter: the CEX exclusion, the optional peers behavior, and the cost. Every sentence earns its place with no redundant restatement of the tool name.

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?

There is no output schema and no annotations, so the description needs to carry the explanatory burden. It covers the main workflow, the return concept (cluster id plus risk reasons), one important exclusion, the peer comparison limit, and the price, which is largely sufficient for a two-parameter analysis tool. Minor gaps remain around output shape and operational constraints.

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 that address is a Solana wallet address and peers is a comma-separated list of up to 8 wallets. The description's mention of 'Optional peers compares up to 8 other wallets' largely repeats the schema, so 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 gives a specific verb and resource: it finds a wallet's first SOL funder, flags shared funders or CEX deposit addresses, and returns a cluster id with sybil risk reasons. That is far clearer than a generic wallet lookup, but it does not explicitly distinguish itself from the sibling wallet_profile tool, which likely also analyzes wallets.

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 use case is implied through terms like 'sybil risk reasons' and 'cluster id,' and the peers parameter is described as comparing other wallets. However, the description never states when to choose this over wallet_profile or other siblings, nor does it list exclusions or prerequisites.

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

wallet_profileCInspect

Holdings valued in USD, a short plain-language summary, windowed realized and unrealized PnL, win rate, and evidence-backed labels such as active memecoin trader. Costs $0.01 USDC.

ParametersJSON Schema
NameRequiredDescriptionDefault
addressYesSolana wallet address

TDQS

C2.9/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does disclose a genuinely important trait: the call costs $0.01 USDC, which the agent needs to know before invoking. However, it omits whether the operation is read-only, what happens for an unknown/empty wallet, and whether the payment is charged on failure.

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 dense sentence with no filler, and the most decision-relevant fact given the space (the cost) is placed last for emphasis. It is efficient, though the front-loading favors output contents over what the tool actually does.

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?

There is no output schema, so the description must carry the return values, and it does list them (holdings, summary, windowed PnL, win rate, labels). But for a paid tool it leaves the failure/charging behavior and the address preconditions unstated, which an agent needs before spending $0.01 USDC.

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 there is only one parameter ('address', documented as a Solana wallet address), so the schema already does the work. The description adds no meaning about the address beyond implicitly assuming it identifies the wallet whose profile is returned. Baseline 3 applies.

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 enumerates the payload (holdings, PnL, win rate, labels) but never states the action verb — it reads as a return-value list rather than 'fetch a wallet's profile'. An agent can infer the intent from the tool name and the single address parameter, but the purpose is implied rather than stated, and there is no differentiation from siblings like wallet_funding.

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 wallet_funding or token_trending, and no preconditions such as requiring a valid Solana address. The only usage-adjacent signal is the $0.01 USDC cost, which tells the agent it's a paid call but not when it's the right call.

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
    • Changedtoken_trending3 fields changed
      • removedInput schema / properties / limit / maximum
        Removed value: -25
      • removedInput schema / properties / limit / minimum
        Removed value: -1
      • changedInput schema / properties / limit / type
        Previous value: -"integer"New value: +"string"
    • Addedwallet_funding
    • Removedwallet_preview
    • Changedwallet_profile1 field changed
      • changedInput schema / properties / address / description
        Previous value: -"Solana wallet address (base58)"New value: +"Solana wallet address"
    • Removedwallet_quick
    • Removedwallet_quick_batch
  2. 6 tool updates
    • First observedping
    • First observedtoken_trending
    • First observedwallet_preview
    • First observedwallet_profile
    • First observedwallet_quick
    • First observedwallet_quick_batch

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