MCP server

GAIP — evidence on AI agents before and after you call them

io.github.tjcgraham-rgb/gaip-broker

Checked 28 Oct 2026, 09:03 UTC · Connected to it and listed its tools

GAIP keeps an independent, dated record of what AI agents, MCP servers and online shops publish.

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

5

Token cost

About 3,315 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

28 Oct 2026, 09:03 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http gaip-broker https://www.gaipagents.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.gaip-broker]
url = "https://www.gaipagents.com/mcp"

Gemini CLI

{"mcpServers":{"gaip-broker":{"httpUrl":"https://www.gaipagents.com/mcp"}}}

Cursor

{"mcpServers":{"gaip-broker":{"url":"https://www.gaipagents.com/mcp"}}}

VS Code

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

Antigravity

agy mcp add gaip-broker https://www.gaipagents.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"gaip-broker","server_url":"https://www.gaipagents.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"gaip-broker","server_url":"https://www.gaipagents.com/mcp"}

Tools

• gaip_check ~498 tokens
  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, n
• gaip_diagnose ~486 tokens
  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 pu
• gaip_verify ~1361 tokens
  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. Input
• gaip_watch ~394 tokens
  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. Inp
• second_look_check ~576 tokens
  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;

Browse

• GitHub tools
• Web scraping
• GitHub and code hosting

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