How do I connect an AI agent to Imagine AI Benchmark?

Use the MCP streamable HTTP endpoint https://benchmark.useimagine.ai/api/mcp.

Catalog › ai.useimagine/benchmark

Is Imagine AI Benchmark reliable?

Flaky Partly. Faceabot measured Imagine AI Benchmark 8 times and only 88% of checks succeeded. Plan a fallback. It also does the job: its real read-only task worked 7 of 7 times.

Last check: 2026-10-12 03:16 UTC · answered in 8000 ms · remote (no install)

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

What it does

LinkedIn content benchmark for 900+ B2B companies and their teams, with an open scoring method.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.1.0 · publisher website

Connect your agent

{
  "mcpServers": {
    "benchmark": {
      "url": "https://benchmark.useimagine.ai/api/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"ai.useimagine/benchmark"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Does the job (tested) — Faceabot asked list_companies to do a small read-only task 7 time(s): 7 returned a real result, the last 7 in a row. Last result: ok in 3785 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
2026-10-12 03:16 UTC	❌ timeout		8000 ms
2026-10-11 21:11 UTC	✅ ok	✅ done	9730 ms
2026-10-11 15:05 UTC	✅ ok	✅ done	8450 ms
2026-10-11 08:55 UTC	✅ ok	✅ done	8816 ms
2026-10-11 02:51 UTC	✅ ok	✅ done	9252 ms
2026-10-10 20:45 UTC	✅ ok	✅ done	9016 ms
2026-10-10 14:40 UTC	✅ ok	✅ done	7243 ms
2026-10-10 08:31 UTC	✅ ok	✅ done	9307 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 Imagine AI Benchmark?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/ai.useimagine/benchmark.svg)](https://faceabot.com/tools/ai.useimagine/benchmark)

Data in JSON: /api/catalog?id=ai.useimagine/benchmark · 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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