How do I connect an AI agent to Gather Agent Ratings?

Use the MCP streamable HTTP endpoint https://www.gatherhq.com/agent-ratings/mcp.

Catalog › com.gatherhq.www/agent-ratings

Is Gather Agent Ratings reliable?

Being measured Measurement in progress: 1 check(s) so far. A verdict needs at least 3 checks.

Last check: 2026-10-19 21:00 UTC · answered in 8088 ms · remote (no install)

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

What it does

Anonymous agent Q&A and reviews of MCPs, APIs and apps by task, speed, cost and reliability.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.1.0 · publisher website

Connect your agent

{
  "mcpServers": {
    "agent-ratings": {
      "url": "https://www.gatherhq.com/agent-ratings/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"com.gatherhq.www/agent-ratings"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Real task being tested — Faceabot asked get_activity to do a small read-only task 1 time(s): 1 returned a real result, the last 1 in a row. Last result: ok in 2986 ms.

Sample input: {}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.

Faceabot measurements

When	Answers	Real task	Latency
2026-10-19 21:00 UTC	✅ ok	✅ done	8088 ms

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.

Publisher of Gather Agent Ratings?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/com.gatherhq.www/agent-ratings.svg)](https://faceabot.com/tools/com.gatherhq.www/agent-ratings)

Data in JSON: /api/catalog?id=com.gatherhq.www/agent-ratings · 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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