ToolFit by YourAITools
Full audit of an agent tool list (tools array or public remote MCP URL): every schema issue per provider (OpenAI, Anthropic, Gemini, Bedrock, MCP; strict mode opt-in) with JSON path and source link, rewritten definitions per provider, confusable tool pairs with distinguishing terms and fix hints, description and poisoning lints, per-tool fingerprints and a pin.
The wallet the 402 directs payment to. Its whole payment record — every payer, every chain — is on the merchant page.
Asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913
The payTo wallet does not resolve to a registered ERC-8004 agent. That is not a verdict on the service — most of the catalog is unregistered.
Live 402 challenge
Captured by the enrichment pass, not read just now. Prices can change — always read the 402 the endpoint answers with.
{
"error": "X-PAYMENT header is required",
"accepts": [
{
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"name": "USD Coin",
"version": "2"
},
"payTo": "0x3c1A1E01e790Cd326495631B3b38Bd7068F08d6F",
"scheme": "exact",
"network": "base",
"mimeType": "application/json",
"resource": "https://api.youraitools.co/toolfit/v1/full",
"description": "Full audit of an agent tool list (tools array or public remote MCP URL): every schema issue per provider (OpenAI, Anthropic, Gemini, Bedrock, MCP; strict mode opt-in) with JSON path and source link, rewritten definitions per provider, confusable tool pairs with distinguishing terms and fix hints, description and poisoning lints, per-tool fingerprints and a pin.",
"outputSchema": {
"input": {
"type": "http",
"method": "GET",
"queryParams": {
"url": {
"type": "string",
"required": false,
"description": "Public remote MCP server URL (Streamable HTTP, https), e.g. https://api.youraitools.co/mcp/hub. ToolFit only lists its tools."
},
"tools": {
"type": "string",
"required": false,
"description": "Tool definitions: MCP tools/list entries, OpenAI {type:\"function\",function:{...}}, Anthropic {name,description,input_schema}, Gemini functionDeclarations or Bedrock toolSpec. Max 500."
},
"providers": {
"type": "string",
"required": false,
"description": "Providers to check (default openai, anthropic, gemini, bedrock, mcp; add openai_strict for Structured Outputs strict mode). GET: comma list."
}
},
"discoverable": true
},
"output": {
"pin": {
"set_id": "ts_0123456789abcdef0123456789abcdef"
},
"fixed": {
"openai": {
"changed": 8
}
},
"grade": "D",
"score": 62,
"tools": 31,
"issues": [
{
"path": "description",
"rule": "description_length",
"tool": "read_url",
"provider": "openai",
"severity": "error"
}
],
"tokens": {
"avg": 374,
"total": 11585
},
"poisoning": {
"high": 0,
"findings": 0
},
"providers": {
"gemini": {
"errors": 9,
"compatible": false
},
"openai": {
"errors": 8,
"compatible": false
},
"anthropic": {
"errors": 0,
"compatible": true
}
},
"confusable": {
"high": 1,
"count": 5
}
}
},
"maxAmountRequired": "10000",
"maxTimeoutSeconds": 120
}
],
"message": "Payment required: ToolFit GET /toolfit/v1/full costs $0.01 per call in USDC. Will my agent's tools work on every model? Pay per call in USDC with any x402 client: read the PAYMENT-REQUIRED header (x402 v2) or the accepts list in this body (x402 v1), sign the payment and retry the same request with the PAYMENT-SIGNATURE (v2) or X-PAYMENT (v1) header. Networks: Base, Polygon, Arbitrum. No account, no API key. No crypto wallet? Buy prepaid credits by card or USDC at https://api.youraitools.co/credits/ and send them as a Bearer key. Free: 20 audits/day and 10 MCP server checks/day (remote MCP: audit_tools, diff_tools, check_mcp_server), then $0.002 to $0.01 per call in USDC",
"x402Version": 1,
"payment_help": {
"docs": "https://api.youraitools.co/toolfit/",
"tool": "ToolFit",
"what": "Will my agent's tools work on every model? Lints an MCP server or tool list for OpenAI, Anthropic and Gemini schema errors, confusable tool pairs, tool poisoning and token cost, with a grade, fixes and a pinned set to diff later (MCPCheck: live preflight of a remote MCP server). Lists tools only, never calls them.",
"price": "$0.01 per call (USDC)",
"route": "GET https://api.youraitools.co/toolfit/v1/full",
"mcp_hub": "https://api.youraitools.co/mcp/hub",
"free_tier": "20 audits/day and 10 MCP server checks/day (remote MCP: audit_tools, diff_tools, check_mcp_server), then $0.002 to $0.01 per call in USDC",
"pay_with_x402": "Pay per call in USDC with any x402 client: read the PAYMENT-REQUIRED header (x402 v2) or the accepts list in this body (x402 v1), sign the payment and retry the same request with the PAYMENT-SIGNATURE (v2) or X-PAYMENT (v1) header. Networks: Base, Polygon, Arbitrum. No account, no API key.",
"pay_with_credits": {
"url": "https://api.youraitools.co/credits/",
"use": "Send the key as Authorization: Bearer yatc_... on the same request; each call is deducted at the listed price.",
"card": "Pay by card (Stripe): $5, $20 or $50 credit packs, no crypto wallet needed.",
"wallet": "Or buy $1 or $5 of credits in USDC with the one-click browser wallet button on the same page.",
"card_checkout": "https://api.youraitools.co/credits/ (choose a pack under Pay by card; Stripe checkout opens in one click)"
}
}
}Accepts
The payment requirements as published to the catalog. Read the live 402 before paying — a price here is a claim, not a quote.
Pay 0.01 USDC on Base to 0x3c1A…08d6F. The signed payment is good for 2 minutes.
- Paid to
- 0x3c1A…08d6F
- USD Coin contract
- 0x8335…02913
- Payment window
- 2 minutes
- As published
- 10000 smallest units
The catalog’s raw entry
[
{
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"name": "USD Coin",
"version": "2"
},
"payTo": "0x3c1A1E01e790Cd326495631B3b38Bd7068F08d6F",
"amount": "10000",
"scheme": "exact",
"network": "eip155:8453",
"maxTimeoutSeconds": 120
}
]Extensions
{
"bazaar": {
"info": {
"input": {
"type": "http",
"method": "GET",
"queryParams": {
"url": "https://api.youraitools.co/mcp/hub"
}
},
"output": {
"type": "json",
"example": {
"pin": {
"set_id": "ts_0123456789abcdef0123456789abcdef"
},
"fixed": {
"openai": {
"changed": 8
}
},
"grade": "D",
"score": 62,
"tools": 31,
"issues": [
{
"path": "description",
"rule": "description_length",
"tool": "read_url",
"provider": "openai",
"severity": "error"
}
],
"tokens": {
"avg": 374,
"total": 11585
},
"poisoning": {
"high": 0,
"findings": 0
},
"providers": {
"gemini": {
"errors": 9,
"compatible": false
},
"openai": {
"errors": 8,
"compatible": false
},
"anthropic": {
"errors": 0,
"compatible": true
}
},
"confusable": {
"high": 1,
"count": 5
}
}
}
},
"schema": {
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"input"
],
"properties": {
"input": {
"type": "object",
"required": [
"type",
"method"
],
"properties": {
"type": {
"type": "string",
"const": "http"
},
"method": {
"enum": [
"GET"
],
"type": "string"
},
"queryParams": {
"type": "object",
"required": [],
"properties": {
"url": {
"type": "string",
"description": "Public remote MCP server URL (Streamable HTTP, https), e.g. https://api.youraitools.co/mcp/hub. ToolFit only lists its tools."
},
"tools": {
"type": "array",
"items": {
"type": "object"
},
"description": "Tool definitions: MCP tools/list entries, OpenAI {type:\"function\",function:{...}}, Anthropic {name,description,input_schema}, Gemini functionDeclarations or Bedrock toolSpec. Max 500."
},
"providers": {
"type": "array",
"items": {
"enum": [
"openai",
"openai_strict",
"anthropic",
"gemini",
"bedrock",
"mcp"
],
"type": "string"
},
"description": "Providers to check (default openai, anthropic, gemini, bedrock, mcp; add openai_strict for Structured Outputs strict mode). GET: comma list."
}
}
}
},
"additionalProperties": false
},
"output": {
"type": "object",
"required": [
"type"
],
"properties": {
"type": {
"type": "string"
},
"example": {
"type": "object"
}
}
}
}
}
}
}Provenance
- Seen in the source catalog
- 2026-10-24 22:12Z
- Last indexed by Roundhouse
- 2026-10-26 20:46Z
- Last enriched (probe, favicon, geo)
- 2026-10-25 11:17Z
- x402 version
- 2
- Max timeout
- 120s
- Liveness probe
- HTTP 402
Hand this page to an agent
Copy the prompt and paste it into Claude, an MCP client or your own agent — it will vet this service and call it over the free read API. No key, no account.
GET api.roundhouseai.io/v0/endpoints
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 4 snapshots so far. Verified volume counts only settlements with an on-chain EIP-3009 marker.
Show the promptHide the prompt
Using Roundhouse, look up the x402 service ToolFit by YourAITools and tell me whether it is worth paying: what a call costs, whether the endpoint answered when last probed, and what its payment record actually shows. curl -s 'https://api.roundhouseai.io/v0/endpoints?q=ToolFit%20by%20YourAITools' curl -s 'https://api.roundhouseai.io/v0/merchants/<the payTo wallet returned above>' Then call it: read the price from the live 402 at https://api.youraitools.co/toolfit/v1/full, never from a cached figure, and pay with an x402 client. The /v0 API needs an API key (`authorization: Bearer rh_live_…`) on everything except /v0/unified* and /v0/endpoints. Either pay over x402 (mint a personal key for $0.01 at GET https://api.roundhouseai.io/v0/test/x402), or ask me for an organization key, which I create at https://roundhouseai.io/dashboard/connections. If you have neither, ask before going further. If you do not have Roundhouse tools or skills installed, read https://roundhouseai.io/skill.md first — it is the whole procedure.