# 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.

- name: io.github.tjcgraham-rgb/gaip-broker
- version: 1.8.0
- connection class: R0 (autonomous)
- trust: 93/100 flags: duplicate-repo
- quality: 75/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.tjcgraham-rgb%2Fgaip-broker
- tools: https://api.protogrid.dev/v1/servers/io.github.tjcgraham-rgb%2Fgaip-broker/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "gaip-broker": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% +updated-11d-ago -duplicate-repo(12 names)
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 75/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 5 of 5 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 2,955 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 25 (weight 15)

- warn `stability.changes`: 100 tool changes in 30 days
- fail `stability.rug_pull`: 15 tools kept their name but changed most of their description in 30 days; review before trusting them

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 5, about 2,955 tokens to load them all
- tool set hash: eb1e1e9affbdcac8301ee11fcc04c9e5
- tools last changed: 2026-10-10T22:25:33.520Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.tjcgraham-rgb/gaip-broker.svg)](https://protogrid.dev/servers/io.github.tjcgraham-rgb/gaip-broker)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-10 `second_look_check` changed (description, inputSchema)
  - before: 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 shop shows now, whether it matches, and a signed, dated receipt. Second Look by GAIP. Free, no account, no affiliate links; inputs must be public and non-personal.
  - after: 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.
- 2026-10-10 `gaip_verify` changed (description, inputSchema)
  - before: 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 and a receipt. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
  - after: 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.
- 2026-10-09 `second_look_check` changed (inputSchema)
- 2026-10-08 `gaip_diagnose` changed (description, inputSchema, annotations)
  - before: 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.
  - after: 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.
- 2026-10-08 `second_look_check` added
  - 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 shop shows now, whether it matches, and a signed, dated receipt. Second Look by GAIP. Free, no account, no affiliate links; inputs must be public and non-personal.
- 2026-10-04 `gaip_verify` changed (description)
  - before: 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.
  - after: 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 and a receipt. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
- 2026-10-04 `gaip_watch` changed (description)
  - before: 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.
  - after: 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.
- 2026-10-04 `gaip_check` changed (description)
  - before: 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.
  - after: 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.
- 2026-10-02 `gaip_check` changed (description, inputSchema)
  - before: 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. Free, read-only, no account; inputs must be public and non-personal.
  - after: 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.
- 2026-10-01 `gaip_verify` changed (inputSchema)

Full history: https://api.protogrid.dev/v1/servers/io.github.tjcgraham-rgb%2Fgaip-broker/changes

## Remotes

- https://www.gaipagents.com/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (5)

- `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.
- `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.
- `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.
- `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.
- `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.