GAIP Agents

GAIP checks the public declarations of AI agents and MCP servers, watches them for change, witnesses what a delegated call returned and keeps verifiable…

CommunityOnlineNo sign-inGlobalFreeRead-only

What it can do

  • Gaip Check: Use this when asked whether an AI agent, MCP server or API works, is reachable, is valid or has changed. Pass its `url`. Returns a one-line verdict (READY, FIXES_NEEDED, NO_AGENT_CARD or U
  • 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
  • Gaip Diagnose: Use this when an agent, MCP or API call failed and you are asked why or how to fix it. Pass the `error` text and/or `http_status`; add the service `url` to see changes GAIP observed aro

What data it sees

Do you need an account

No: the server works without sign-in

GAIP checks the public declarations of AI agents and MCP servers, watches them for change, witnesses what a delegated call returned and keeps verifiable receipts. Free, read-only, no account or API key.

Every result states what was observed and when; it is not a certification, endorsement, ranking or score, and not legal, financial or insurance advice.

How to connect

How to connect GAIP Agents to Claude

The server address to paste into Claude settings:

https://gaip-agents--tjcgraham.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect GAIP Agents to ChatGPT

The server address to paste into ChatGPT settings:

https://gaip-agents--tjcgraham.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect GAIP Agents to Cursor

The server address to paste into Cursor settings:

https://gaip-agents--tjcgraham.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (4)

Raw names from tools/list. Only developers need these.

gaip_checkUse this when asked whether an AI agent, MCP server or API works, is reachable, is valid or has changed. Pass its `url`. Returns a one-line verdict (READY, FIXES_NEEDED, NO_AGENT_CARD or UNREACHABLE), fixes, dated history when GAIP observes it, and a receipt. Free, read-only, no account; inputs must be public and non-personal.
gaip_watchUse 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.
gaip_diagnoseUse this when an agent, MCP or API call failed and you are asked why or how to fix it. Pass the `error` text and/or `http_status`; add the service `url` to see changes GAIP observed around then. Returns the likely cause, when to retry, fix steps and a receipt. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_verifyUse this when asked whether something delivered what was promised, whether claims are true, or whether citations are accurate. Pass `citations`, or `claims` (+ `url`), or a service `url` plus the `result` you got. Returns which check ran and each result. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.