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semantic-scholar-fastmcp-mcp-server MCP Server

zongmin-yu/semantic-scholar-fastmcp-mcp-server

Score: 63.6 ↓ 3% Rank #160 MCP Server
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A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

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Overview

zongmin-yu/semantic-scholar-fastmcp-mcp-server is a Python MCP server licensed under MIT. A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

Ranked #160 out of 25022 indexed tools.

In the top 1% of all indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 102

102 stars → growing community

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 19
Description Detailed
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Freshness high impact

Last commit was 188 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

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

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AgentRank score for zongmin-yu/semantic-scholar-fastmcp-mcp-server
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Matched Queries

"mcp server""mcp-server"

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