{"id":293183,"recorded_at":"2026-10-26T21:13:44.391853Z","observed_at":"2026-10-26T21:13:44.391781Z","subject_kind":"endpoint","subject":"35d2090c-6f18-42b3-8dfe-9b8e290325fb","kind":"mcp.tools","method":"probe.mcp/1","body":{"count":5,"tools":[{"description":"Use this when asked whether an AI agent, MCP server or API works or has changed, e.g. before adding or paying it. Pass its `url`. Returns a verdict, fixes, dated history when observed, and a receipt. With `agent` (e.g. GPTBot): may your bot fetch it (robots.txt, AI-crawler rules)? Free, read-only, no account; inputs must be public and non-personal.","inputSchema":{"additionalProperties":false,"examples":[{"url":"https://www.gaipagents.com/.well-known/agent-card.json"}],"properties":{"agent":{"description":"Optional: ask \"may my agent fetch this url?\" instead. Your agent's user-agent token, e.g. GPTBot; GAIP reads the site's robots.txt and AI-permission files (gaip_check_permission).","maxLength":300,"type":"string"},"continuity_handle":{"additionalProperties":false,"description":"Optional: the continuity_handle from an earlier GAIP result; links this call to your earlier ones (needed to see or remove your watches later).","properties":{"continuity_id":{"type":"string"},"token":{"type":"string"}},"required":["continuity_id","token"],"type":"object"},"intended_task":{"description":"Optional: what you plan to hand it, e.g. 'weather forecast for London'. Adds task-specific evidence.","maxLength":500,"type":"string"},"url":{"description":"Public https link to the agent, its A2A agent card, MCP server endpoint or OpenAPI document. GAIP fetches, validates and reach-tests it; an MCP endpoint gets a read-only handshake (initialize, tools/list).","format":"uri","maxLength":2048,"type":"string"},"verbose":{"default":false,"description":"Optional: true returns the full result with every underlying field. Default: a short answer.","type":"boolean"}},"required":["url"],"type":"object"},"name":"gaip_check"},{"description":"Use this when an agent, MCP or API call failed. Paste the `error` text and/or `http_status`; add the service `url` if known. Returns the cause, the exact fix (e.g. the missing argument) and retry_after_seconds; `keep_receipt: true` adds a dated receipt. Free, read-only, no account; inputs must be public and non-personal.","inputSchema":{"additionalProperties":false,"examples":[{"error":"HTTP 429 Too Many Requests; Retry-After: 20","http_status":429}],"properties":{"continuity_handle":{"additionalProperties":false,"description":"Optional: the continuity_handle from an earlier GAIP result; links this call to your earlier ones (needed to see or remove your watches later).","properties":{"continuity_id":{"type":"string"},"token":{"type":"string"}},"required":["continuity_id","token"],"type":"object"},"error":{"description":"The error you got, as text: HTTP status line, JSON-RPC/A2A/MCP error or message. Give this and/or http_status.","maxLength":4000,"type":"string"},"http_status":{"description":"Optional: the HTTP status code you got, e.g. 429.","maximum":599,"minimum":100,"type":"integer"},"keep_receipt":{"default":false,"description":"Optional: true keeps a dated GAIP receipt of this answer and returns a continuity handle. Default: GAIP keeps no record of the task (usage is counted without its content).","type":"boolean"},"url":{"description":"Optional: public https URL of the agent, MCP server or API that failed.","format":"uri","maxLength":2048,"type":"string"},"verbose":{"default":false,"description":"Optional: true returns the full result with every underlying field. Default: a short answer.","type":"boolean"}},"type":"object"},"name":"gaip_diagnose"},{"description":"Use this when asked whether a service delivered what was promised or whether cited pages contain the quoted text. Pass `citations`, or a service `url` (+ `checks`, the `result` you got), or `claims` with `observations`. Returns a result per item. Free, no account; only delivery keeps a record. Inputs must be public and non-personal.","inputSchema":{"additionalProperties":false,"examples":[{"citations":[{"quote":"GAIP","url":"https://www.gaipagents.com/"}]}],"properties":{"checks":{"description":"Optional (delivery): what a good response is, e.g. [{\"id\": \"http_status_in\", \"allowed\": [200]}, {\"id\": \"json_parses\"}]. Default: HTTP 200 and a non-empty body.","examples":[[{"allowed":[200],"id":"http_status_in"},{"id":"content_type_is","value":"application/json"},{"id":"non_empty"},{"id":"json_parses"}],[{"allowed":[200],"id":"http_status_in"},{"id":"json_required_keys","keys":["status"]},{"id":"json_path_equals","path":"status","value":"ok"},{"id":"max_latency_ms","limit":2000}]],"items":{"additionalProperties":false,"properties":{"allowed":{"description":"http_status_in: the acceptable HTTP statuses, e.g. [200].","items":{"maximum":599,"minimum":100,"type":"integer"},"maxItems":10,"minItems":1,"type":"array"},"id":{"description":"http_status_in (allowed), content_type_is (value), non_empty, json_parses, json_required_keys (keys), json_path_equals (path, value), max_latency_ms (limit), max_bytes (limit), text_contains (value), regex (pattern).","enum":["http_status_in","content_type_is","non_empty","json_parses","json_required_keys","json_path_equals","max_latency_ms","max_bytes","text_contains","regex"],"type":"string"},"keys":{"description":"json_required_keys: top-level or dotted keys that must exist, e.g. [\"a.b\"].","items":{"maxLength":200,"type":"string"},"maxItems":20,"minItems":1,"type":"array"},"limit":{"description":"max_latency_ms: milliseconds (1-60000); max_bytes: body bytes (1-32768).","maximum":60000,"minimum":1,"type":"integer"},"path":{"description":"json_path_equals: dotted path, list items by index, e.g. items.0.id.","maxLength":200,"type":"string"},"pattern":{"description":"regex: bounded pattern searched in the body; no nested quantifiers.","maxLength":200,"type":"string"},"value":{"description":"content_type_is: media type, e.g. application/json; text_contains: case-sensitive text; json_path_equals: the expected value (GAIP also accepts a number, boolean, null, array or object).","maxLength":200,"type":"string"}},"required":["id"],"type":"object"},"maxItems":8,"minItems":1,"type":"array"},"citations":{"description":"Citations to check: each {url, quote?} or just a URL. GAIP fetches each page once (robots.txt respected) and looks for the quote.","items":{"oneOf":[{"type":"string"},{"type":"object"}]},"maxItems":20,"minItems":1,"type":"array"},"claims":{"description":"Claims to record about `url`: each a sentence or {id, text}. Each is compared with the `observations` you supply; without them it stays UNTESTED.","items":{"oneOf":[{"type":"string"},{"type":"object"}]},"maxItems":20,"minItems":1,"type":"array"},"continuity_handle":{"additionalProperties":false,"description":"Optional: the continuity_handle from an earlier GAIP result; links this call to your earlier ones (needed to see or remove your watches later).","properties":{"continuity_id":{"type":"string"},"token":{"type":"string"}},"required":["continuity_id","token"],"type":"object"},"keep_receipt":{"default":false,"description":"Optional: true keeps a dated GAIP receipt of this answer and returns a continuity handle. Default: GAIP keeps no record of the task (usage is counted without its content).","type":"boolean"},"metadata":{"description":"Optional (claims): the published agent card, MCP or OpenAPI document.","type":"object"},"observations":{"description":"Optional (claims): what you saw, each {claim_id, result: PASS|FAIL, detail}.","items":{"type":"object"},"maxItems":30,"type":"array"},"result":{"description":"Optional (delivery): the response you received. Omitted: GAIP fetches the service URL now (public replay).","properties":{"body":{"maxLength":32768,"type":"string"},"body_sha256":{"type":"string"},"content_type":{"type":"string"},"http_status":{"type":"integer"}},"type":"object"},"terms_id":{"description":"Optional (delivery): terms_id from an earlier registration, instead of url.","type":"string"},"url":{"description":"Claims: the agent or supplier they are about. Delivery: the public https service URL that should deliver.","format":"uri","maxLength":2048,"type":"string"},"verbose":{"default":false,"description":"Optional: true returns the full result with every underlying field. Default: a short answer.","type":"boolean"}},"type":"object"},"name":"gaip_verify"},{"description":"Use this when asked to keep an eye on an agent or MCP server, or to be alerted when it changes. Pass its `url`: returns feed links and its latest dated changes; add `webhook_url` for a free watch (checked every 24 h, signed webhook on change). Free, no account; with a webhook it records a watch. Inputs must be public and non-personal.","inputSchema":{"additionalProperties":false,"examples":[{"url":"https://www.gaipagents.com/mcp"}],"properties":{"continuity_handle":{"additionalProperties":false,"description":"Optional: the continuity_handle from an earlier GAIP result; links this call to your earlier ones (needed to see or remove your watches later).","properties":{"continuity_id":{"type":"string"},"token":{"type":"string"}},"required":["continuity_id","token"],"type":"object"},"url":{"description":"Public https URL of the MCP server endpoint or agent (card) to follow. No query string.","format":"uri","maxLength":2048,"type":"string"},"verbose":{"default":false,"description":"Optional: true returns the full result with every underlying field. Default: a short answer.","type":"boolean"},"webhook_url":{"description":"Optional: your own public https endpoint. GAIP then registers a watch and POSTs a signed event when the result changes.","format":"uri","maxLength":2048,"type":"string"}},"required":["url"],"type":"object"},"name":"gaip_watch"},{"description":"Use this when a shopper is about to buy something an AI suggested, or asks if a price or stock claim is right. Pass the product page `url` and the `claim`. Returns what the page showed beside what the claim said, and a signed, dated receipt. Second Look by GAIP. Free, no account, no affiliate links; inputs must be public and non-personal.","inputSchema":{"additionalProperties":false,"examples":[{"claim":"24 GBP, in stock","url":"https://www.gaipagents.com/test-range/shop/products/demo-mug"}],"properties":{"claim":{"description":"What the shopper was told, in plain words, e.g. \"89 GBP, in stock, size M\". Only the price, stock and variant are kept; the rest is discarded.","maxLength":2000,"type":"string"},"continuity_handle":{"additionalProperties":false,"description":"Optional: the continuity_handle from an earlier GAIP result; links this call to your earlier ones (needed to see or remove your watches later).","properties":{"continuity_id":{"type":"string"},"token":{"type":"string"}},"required":["continuity_id","token"],"type":"object"},"currency":{"description":"ISO currency, e.g. GBP (optional).","pattern":"^[A-Za-z]{3}$","type":"string"},"in_stock":{"description":"Claimed stock (optional).","type":"boolean"},"mandate_ref":{"description":"Optional: your own reference to the shopper's mandate for this purchase. Kept only as a keyed hash (mandate_sha256) on the receipt, never in clear.","maxLength":200,"type":"string"},"price":{"description":"Claimed price, e.g. \"89.00\" (optional).","maxLength":20,"type":"string"},"url":{"description":"Public https link to the product page on the shop's own site.","format":"uri","maxLength":2000,"type":"string"},"variant":{"description":"Claimed size, colour or option (optional).","maxLength":60,"type":"string"},"verbose":{"default":false,"description":"Optional: true returns the full result with every underlying field. 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