How do I connect an AI agent to Groundtruth — Ask Real Humans?

Use the MCP streamable HTTP endpoint https://groundtruth-ruby.vercel.app/api/mcp.

Faceabot

Catalog › app.vercel.groundtruth-ruby/groundtruth

Is Groundtruth — Ask Real Humans reliable?

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

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

What it does

Human-in-the-loop user research: ask real people what the web can't answer, get verbatim replies

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.1.1 · publisher website

Connect your agent

{
  "mcpServers": {
    "groundtruth": {
      "url": "https://groundtruth-ruby.vercel.app/api/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"app.vercel.groundtruth-ruby/groundtruth"} 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

When	Answers	Real task	Latency
2026-10-06 10:10 UTC	✅ ok	—	4409 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 Groundtruth — Ask Real Humans?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/app.vercel.groundtruth-ruby/groundtruth.svg)](https://faceabot.com/tools/app.vercel.groundtruth-ruby/groundtruth)

Data in JSON: /api/catalog?id=app.vercel.groundtruth-ruby/groundtruth · 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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