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

Not measured yet Not measured yet. Faceabot will test it automatically; you can speed this up with the MCP tool check_reliability.

En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Four tools to check, watch, diagnose and verify AI agents and MCP servers. Free, read-only.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.6.1 · publisher website
Connect your agent
{
  "mcpServers": {
    "gaip-broker": {
      "url": "https://www.gaipagents.com/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.tjcgraham-rgb/gaip-broker"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

No measurement yet.

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

More from the same publisher

GAIP Digital Art Intelligence Agent Not measured yet

No longer listed separately (still callable): public provenance evidence for art collections.

MCP endpoint : https://www.gaipagents.com/mcp/agents/art-intelligence · website · measurements and details
GAIP Buyer Assurance Agent Not measured yet

Now part of GAIP Witness: records a buyer's request and checks what was delivered.

MCP endpoint : https://www.gaipagents.com/mcp/agents/buyer-assurance · website · measurements and details
GAIP Integration & Protocol Agent Not measured yet

Developer checks and Agent Observatory: A2A, MCP and OpenAPI checks with a dated change log.

MCP endpoint : https://www.gaipagents.com/mcp/agents/integration-protocol · website · measurements and details
GAIP Integration Repair Agent Not measured yet

Now part of GAIP developer checks: diagnoses failed agent or API calls (gaip_diagnose).

MCP endpoint : https://www.gaipagents.com/mcp/agents/integration-repair · website · measurements and details
GAIP Listing Observer Not measured yet

Listing Observer preview: a shop product page as clean data, with source checks and price history.

MCP endpoint : https://www.gaipagents.com/mcp/agents/listing-observer · website · measurements and details

Find tools similar to GAIP — evidence on AI agents before and after you call them →

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

Show your measured reliability on your README or website:

Faceabot reliability badge for GAIP — evidence on AI agents before and after you call them

[![Measured by Faceabot](https://faceabot.com/badge/io.github.tjcgraham-rgb/gaip-broker.svg)](https://faceabot.com/tools/io.github.tjcgraham-rgb/gaip-broker)
Data in JSON: /api/catalog?id=io.github.tjcgraham-rgb/gaip-broker · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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