Official MCP RegistryListed
GAIP — evidence on AI agents before and after you call them
Four tools to check, watch, diagnose and verify AI agents and MCP servers. Free, read-only.
First seen 2 Oct 2026. Evidence as of 4 Oct 2026.
4
Tools
From an anonymous probe
1
Source listings
Each with its own history
0
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| gaip_check | Use this when asked whether an AI agent, MCP server or API works, is valid or has changed. Pass its `url` (agent card, MCP endpoint or OpenAPI document). Returns a one-line verdict, the fixes, dated history when GAIP observes it, and a receipt. With `agent`: may your bot fetch it? Free, read-only, no account; inputs must be public and non-personal. | Read-only |
| 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), retry_after_seconds and a receipt. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal. | Changes data |
| 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); `claims` are compared with `observations` you supply. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal. | Changes data |
| 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` for no-account feed links and its latest dated changes; add `webhook_url` to register 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. | Changes data |
Change history
No changes since the first observation. The first snapshot is the baseline.
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.tjcgraham-rgb/gaip-broker | 2 Oct 2026 | 3 Oct 2026 | 1 |