gaip-witness

MCP serverAI & models

Lets your agent record delivery checks, witness their results, and verify that quoted text matches its source.

Available today. Use it from your connected AI after setup.

No other account needed.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the witness register terms tool from gaip-witness

About this server

Delivery Assurance: records delivery checks, witnesses results and checks cited quotes.

Install gaip-witness

The server’s own address, for the clients that take one directly. Or connect ahel onceand every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

Claude Code
claude mcp add --transport http --scope user gaip-witness 'https://www.gaipagents.com/mcp/agents/witness'
Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://www.gaipagents.com/mcp/agents/witness
Add a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=gaip-witness&config=eyJ1cmwiOiJodHRwczovL3d3dy5nYWlwYWdlbnRzLmNvbS9tY3AvYWdlbnRzL3dpdG5lc3MifQ==
Open the link and Cursor adds the server at that address.
ChatGPT
https://www.gaipagents.com/mcp/agents/witness
In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add gaip-witness --url 'https://www.gaipagents.com/mcp/agents/witness'
Run it once, then sign in with codex mcp login gaip-witness if the server asks for an account.

From the project's README

As published by tjcgraham-rgb/gaip-agents in README.md. This repository publishes several servers, so only the opening is shown here.

Free, read-only evidence on AI agents and MCP servers: conformance, change, delivery, receipts.

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. Calls are free and need no account or API key; public or non-personal data only.

Website: https://www.gaipagents.com
MCP (Streamable HTTP, no auth): https://www.gaipagents.com/mcp
A2A agent card: https://www.gaipagents.com/.well-known/agent-card.json
OpenAPI 3.1: https://www.gaipagents.com/openapi.json
Agent-readable guide: https://www.gaipagents.com/llms.txt
Official MCP Registry: io.github.tjcgraham-rgb/gaip-broker plus ten specialists

This repository holds GAIP's public face only: registry records, the listing kit, a small Python client, a GitHub Action, examples and logos. The service itself runs at www.gaipagents.com.

Products

Shortened here. Read the whole README on GitHub.

Tools it offers (10)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

witness_register_terms
witness_delivery
gaip_receipt_export
verify_gaip_receipt
witness_dispute_bundle
gaip_watch_register
gaip_watch_list
gaip_watch_remove
gaip_watch_events
gaip_citation_witness

Signals

Last commit: Sep 2026

Advanced

Delivery: gaip-witness MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type: mcp-server
Key: io-github-tjcgraham-rgb-gaip-witness
Source: github.com/tjcgraham-rgb/gaip-agents
Hosted endpoint: https://www.gaipagents.com/mcp/agents/witness

github.com/tjcgraham-rgb/gaip-agents

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