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Is ModelSpec reliable?

Reliable (measured) Yes. Faceabot measured ModelSpec 14 times: 100% of checks succeeded, including the last 14 in a row (last check 2026-10-19 19:45 UTC).

Last check: 2026-10-19 19:45 UTC · answered in 4688 ms · remote (no install)

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

What it does

Find AI models that fit a job from your requirements, sourced benchmarks and real cost.

Source: official MCP registry (registry.modelcontextprotocol.io) · version b8da9336f3c5a0b56d47987251a29006a5b0487b · publisher website
Connect your agent
{
  "mcpServers": {
    "modelspec": {
      "url": "https://api.modelspec.dev/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.turbobeest/modelspec"} 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
WhenAnswersReal taskLatency
2026-10-19 19:45 UTC✅ ok—4688 ms
2026-10-19 06:25 UTC✅ ok—5986 ms
2026-10-18 14:05 UTC✅ ok—8558 ms
2026-10-18 04:00 UTC✅ ok—7547 ms
2026-10-17 20:05 UTC✅ ok—6327 ms
2026-10-17 11:45 UTC✅ ok—5994 ms
2026-10-17 04:05 UTC✅ ok—5162 ms
2026-10-16 20:25 UTC✅ ok—5131 ms
2026-10-16 13:20 UTC✅ ok—6562 ms
2026-10-16 06:25 UTC✅ ok—5645 ms
2026-10-15 23:36 UTC✅ ok—6871 ms
2026-10-15 16:41 UTC✅ ok—6634 ms
2026-10-15 10:01 UTC✅ ok—4219 ms
2026-10-15 03:30 UTC✅ ok—2905 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.

Find tools similar to ModelSpec →

Publisher of ModelSpec?

Show your measured reliability on your README or website:

Faceabot reliability badge for ModelSpec

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

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