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SMABoundless

semantic-scholar-mcp-server

by SMABoundless

Semantic Scholar MCP Server

An MCP (Model Context Protocol) server for the Semantic Scholar Academic Graph API — 200M+ papers with citation networks, author profiles, and full-text snippet search.

Built with the MCP TypeScript SDK and Zod.

Tools (16 total)

Papers (9 tools)

Tool

Description

paper_search

Search papers by keyword with filtering (year, venue, field, open access, citations, type)

paper_search_bulk

Bulk search with cursor pagination for large result sets (up to 10M)

paper_match

Find the single best match for a known paper title

paper_autocomplete

Autocomplete partial paper titles (up to 10 suggestions)

paper_get

Get full details for a paper by ID (S2 ID, DOI, ArXiv, PMID, etc.)

paper_batch

Retrieve up to 500 papers in a single request

paper_citations

Get papers that cite a given paper (forward citations)

paper_references

Get a paper's reference list (bibliography)

paper_authors

Get author details for a specific paper

Authors (4 tools)

Tool

Description

author_get

Get full author profile (h-index, affiliations, stats)

author_batch

Retrieve up to 1000 author profiles in one request

author_search

Search for authors by name

author_papers

Get all papers by a specific author

Recommendations (2 tools)

Tool

Description

recommendations_for_paper

Get ML-powered paper recommendations for a given paper

recommendations_from_lists

Get recommendations from positive/negative example papers

Snippets (1 tool)

Tool

Description

snippet_search

Search within paper bodies for specific text passages

Related MCP server: Semantic Scholar MCP Server

Setup

Get a free key at semanticscholar.org/product/api. Without a key, requests are heavily rate-limited.

2. Install and build

cd semanticscholar-mcp-server
npm install
npm run build

3. Add to Claude Desktop

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "semantic-scholar": {
      "command": "node",
      "args": ["/path/to/semanticscholar-mcp-server/dist/index.js"],
      "env": {
        "SEMANTICSCHOLAR_API_KEY": "your-api-key"
      }
    }
  }
}

Or if using Claude Code CLI:

claude mcp add semantic-scholar \
  node \
  /path/to/semanticscholar-mcp-server/dist/index.js \
  -e SEMANTICSCHOLAR_API_KEY=your-api-key

Features

  • Multiple ID formats: Accepts S2 Paper IDs, DOIs, ArXiv IDs, PMIDs, PMCIDs, CorpusIds

  • Markdown or JSON output: Every tool supports response_format: "json" for structured data

  • Custom field selection: Override default fields with the fields parameter

  • Built-in rate limiting: Token bucket limiter prevents API throttling

  • Batch operations: Retrieve up to 500 papers or 1000 authors in a single call

Usage examples

  • "Search Semantic Scholar for papers on transformer architectures from 2023"

  • "Get recommendations for papers similar to this one"

  • "Find the citation network for DOI 10.1038/nature14539"

  • "Search for text snippets mentioning 'chain of thought prompting'"

  • "Look up author profile for researcher 1741101"

License

MIT

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Maintenance

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Releases (12mo)
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