Scholar Search MCP

An MCP server for academic literature workflows in Claude, Cursor, and other MCP clients.

It combines Semantic Scholar + arXiv into one unified toolset, with fast parallel search, normalized outputs, source-aware deduplication, and practical research utilities (citations, references, author graph, recommendations, and arXiv source download).

Table of Contents

• Why this project

• Demo videos

• Install

• Quick setup (Claude Desktop / Cursor)

• Environment variables

• Tool list

• Testing with MCP Inspector

• Contributing

• License

Why this project

Most paper tools force you to choose one source or one API style. scholar-search-mcp provides one MCP layer for literature search and graph retrieval:

• One MCP server, multiple scholarly sources

• Free-first defaults (arXiv works without keys)

• LLM-friendly outputs for downstream reasoning and agent workflows

• Practical research actions, not only search

• Unified search: search_papers runs Semantic Scholar + arXiv in parallel and deduplicates by normalized title.

• Research graph tools: details, citations, references, author profile/papers, and recommendations.

• Batch + source workflows: fetch up to 500 papers, and download/extract arXiv LaTeX sources.

• Operational controls: built-in caching plus env-based source toggles (enable/disable channels).

• Source strategy: built-in Semantic Scholar + arXiv, free-first by default (arXiv key-free), optional API key for higher Semantic Scholar limits.

Demo videos

Agent writes a survey paper with Scholar Search MCP.

Install

pip install scholar-search-mcp

Requires Python 3.10+.

Quick setup (Claude Desktop / Cursor)

Use the same server command in both clients:

{
  "mcpServers": {
    "scholar-search": {
      "command": "python",
      "args": ["-m", "scholar_search_mcp"],
      "env": {
        "SCHOLAR_SEARCH_ENABLE_SEMANTIC_SCHOLAR": "true",
        "SCHOLAR_SEARCH_ENABLE_ARXIV": "true"
      }
    }
  }
}

SEMANTIC_SCHOLAR_API_KEY is optional. Add it only if you want higher Semantic Scholar rate limits:

{
  "mcpServers": {
    "scholar-search": {
      "command": "python",
      "args": ["-m", "scholar_search_mcp"],
      "env": {
        "SCHOLAR_SEARCH_ENABLE_SEMANTIC_SCHOLAR": "true",
        "SCHOLAR_SEARCH_ENABLE_ARXIV": "true",
        "SEMANTIC_SCHOLAR_API_KEY": "your-key"
      }
    }
  }
}

Difference:

• Claude Desktop: edit local config file directly.

• Cursor: add an MCP server in Cursor settings UI (or corresponding settings JSON).

Claude Desktop config file locations:

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

• Windows: %APPDATA%\Claude\claude_desktop_config.json

• Linux: ~/.config/Claude/claude_desktop_config.json

Environment variables

Example (arXiv only):

{
  "SCHOLAR_SEARCH_ENABLE_SEMANTIC_SCHOLAR": "false",
  "SCHOLAR_SEARCH_ENABLE_ARXIV": "true"
}

Tool list

Testing with MCP Inspector

npm install -g @modelcontextprotocol/inspector
mcp-inspector python -m scholar_search_mcp

Contributing

Issues and PRs are welcome: fork repo, create branch, add validation/tests, and open a PR with clear before/after behavior.

License

MIT

References

• Semantic Scholar API Docs

• arXiv API User Manual