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semantic-scholar-mcp MCP Server

smaniches/semantic-scholar-mcp

Score: 68.1 Rank #4455 Search & RAG
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Semantic Scholar MCP server: 14 typed tools for paper search, citation graphs, author profiles, recommendations, PyPI/Docker.

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Overview

smaniches/semantic-scholar-mcp is a Python MCP server licensed under MIT. Semantic Scholar MCP server: 14 typed tools for paper search, citation graphs, author profiles, recommendations, PyPI/Docker.

Ranked #4455 out of 24846 indexed tools.

Ecosystem

Python MIT 4,341 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 23

23 stars → early stage

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 33%

1/3 issues closed → many open issues

Contributors 10% 4

4 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 4,341/wk

4,341 weekly installs → gaining traction

Forks 2
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 2 open vs 1 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for smaniches/semantic-scholar-mcp
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Matched Queries

"mcp server""mcp-server"topic:mcp-servertopic:model-context-protocol

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