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Is ScholarMuse reliable?

Private (key required) ScholarMuse answers but requires credentials, so Faceabot cannot test it anonymously. It is not counted as failing.

Last check: 2026-10-15 07:30 UTC · answered in 2468 ms · remote (no install)

Proven alternatives that work right now

Papers by Ouroboros Apps Reliable (measured) · 100%
Research paper search with real citations and reference formatting for AI assistants · https://papers-mcp.vercel.app/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

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

What it does

Academic papers, reference verification and research data for AI agents.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "scholarmuse": {
      "url": "https://scholarmuse.ai/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.TopLocalAI/scholarmuse"} 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
2026-10-15 07:30 UTC❌ auth_required2468 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.

More from the same publisher

layerback-mcp Not measured yet

Convert diagram images into fully editable Visio (VSDX), PowerPoint, draw.io, and SVG files.

Package npm : layerback-mcp · website · measurements and details

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Publisher of ScholarMuse?

Show your measured reliability on your README or website:

Faceabot reliability badge for ScholarMuse

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Data in JSON: /api/catalog?id=io.github.TopLocalAI/scholarmuse · Stop probes: POST /api/reliability/opt-out

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