Scholar Feed

io.github.YGao2005/scholar-feed-mcp·v3.7.1·Search

Search 600,000+ CS/AI/ML papers with citation graph, full text, embeddings, and BibTeX.

Trust verdict · v1 advisory · method

NOT YET SCREENEDno verdict on file

Verdict not yet evaluated for this tool. The hybrid eval runs adversarial cases first; coverage rolls out as the corpus expands (15 of 150 labels to graduation). Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: hybrid eval, four-state verdict, honest limits.

Own this server? Screen its description →

Environment variables

SF_API_KEY

secret

Optional free API key from scholarfeed.org/settings. Anonymous mode allows 100 calls/day; with a key, 1,000/day.

MCP quality score · maturity, not trust · methodology

freshness

completeness

installability

documentation

stability

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Install

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "scholar-feed-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "scholar-feed-mcp"
      ],
      "env": {
        "SF_API_KEY": "<your-sf_api_key>"
      }
    }
  }
}

Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "scholar-feed-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "scholar-feed-mcp"
      ],
      "env": {
        "SF_API_KEY": "<your-sf_api_key>"
      }
    }
  }
}

Cline (cline_mcp_settings.json)

npx -y scholar-feed-mcp

Verdict API

curl -s mcpindex.ai/api/v1/trust/server/io-github-ygao2005-scholar-feed-mcp

Free-tier verdict as JSON: decision + dimensions + severity. Call it from your agent before it invokes a tool it just discovered.

Details

version: v3.7.1
category: Search
quality: 95 / 100
operator: YGao2005

Provenance

Verdict history is anchored to Bitcoin via OpenTimestamps. The free tier returns the current verdict only; the anchored record is served on the authenticated tier.

Links

Repository →Website →