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semantic-scholar-mcp
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semantic-scholar-mcp

Active·★ 23·MIT·Updated 2026-10-19

This is a 14-tool Semantic Scholar MCP server designed to streamline academic research workflows. It provides direct access to over 200 million papers from Semantic Scholar, enabling paper search, citation graph traversal, author profiles, and recommendations through any Model Context Protocol client.

#Semantic Scholar#Academic Research#Model Context Protocol#API Integration#Python#Paper Search
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#Citation Analysis
#AI Tools
$ Install
$ uvx s2-mcp-server
↗ Visit site★ GitHub
01

Features

0114 comprehensive, typed tools for academic paper and author data.
02Supports 7 diverse paper ID formats with pre-flight validation.
03Client-side rate limiting and robust retry logic for API calls.
04Verifiable supply-chain provenance (SLSA, SBOM) for release artifacts.
02

Compatibility

Python
Runtime
Verified via docs
Docker
Container
Verified via docs
Model Context Protocol
Client Protocol
Verified via docs
Claude Desktop
Application
Verified via docs
03

Quick start

1
$ uvx s2-mcp-server
04

Use cases

↳Academic paper search and filtering by various criteria.
↳Traversal and analysis of citation graphs for specific papers.
↳Retrieving author profiles and their associated publications.
↳Generating AI-powered paper recommendations based on seed papers.
05

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smaniches /
semantic-scholar-mcp
↗

Semantic Scholar MCP server: 14 typed tools for paper search, citation graphs, author profiles, recommendations, PyPI/Docker.

23MIT
Last commit4d ago
StatusActive
CategoryAPI Integration
Links
Documentation↗Discussion↗Issues↗Releases↗
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