GAIP — evidence on AI agents before and after you call them
GAIP keeps an independent, dated record of what AI agents, MCP servers and online shops publish.
| Endpoint | https://www.gaipagents.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.8.0 |
| Now | 5 tools · grade C (79) · pin ts_3becb774a3a2de188620b094333b1ebe · protocol 2025-06-18 |
| First / last listed | 2026-10-30 02:12 UTC / 2026-10-30 02:12 UTC |
| Grade over time | 2026-10-30: C (79), 5 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: gaip_check gaip_watch gaip_diagnose gaip_verify second_look_check
gaip_check | 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. params: agent, continuity_handle, intended_task, url*, verbose |
gaip_watch | 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. params: continuity_handle, url*, verbose, webhook_url |
gaip_diagnose | 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. params: continuity_handle, error, http_status, keep_receipt, url, verbose |
gaip_verify | 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. params: checks, citations, claims, continuity_handle, keep_receipt, metadata, observations, result, terms_id, url, verbose |
second_look_check | 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. params: claim, continuity_handle, currency, in_stock, mandate_ref, price, url*, variant, verbose |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.