Is the semantic-scholar-fastmcp-mcp-server MCP server actively maintained?

The semantic-scholar-fastmcp-mcp-server MCP server was last committed 7mo ago and has 6 contributors. Issue health: 83% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

semantic-scholar-fastmcp-mcp-server MCP Server

Name: zongmin-yu/semantic-scholar-fastmcp-mcp-server
Rating: 3.3 (1 reviews)
Author: zongmin-yu

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

Score: 56.5 ↓ 3% Rank #8189 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. Topics: agent, llm, mcp, semantic-scholar, fastmcp.

Ranked #8189 out of 24846 indexed tools.

Ecosystem

Python MIT

agentllmmcpsemantic-scholarfastmcp

Score Breakdown

Stars 15% 165

165 stars → growing community

Freshness 25% 7mo ago

Last commit 7mo ago → stale

Issue Health 25% 83%

5/6 issues closed → responsive maintainer

Contributors 10% 6

6 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 24

Description Detailed

License MIT

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

How to Improve

Freshness high impact

Last commit was 222 days ago — a recent commit would boost your freshness score

Dependents medium impact

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

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Details

Stars: 165
Forks: 24
Open Issues: 1
Closed Issues: 5
Contributors: 6
Dependents: —
Language: Python
License: MIT
Last Commit: 7mo ago

Matched Queries

"mcp server""mcp-server"topic:mcp

From the README

# Semantic Scholar MCP Server

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

> **Looking for Claude Code skills?** Check out [semantic-scholar-skills](https://github.com/zongmin-yu/semantic-scholar-skills) — the next-generation toolkit that bundles this MCP server with ready-to-use Claude Code skills (`/expand-references`, `/trace-citations`, `/paper-triage`) and a Python workflow engine.

## Project Structure

The project has been refactored into a modular structure for better maintainability:

```
semantic-scholar-server/
├── semantic_scholar/            # Main package
│   ├── __init__.py             # Package initialization
│   ├── server.py               # Server setup and main functionality
│   ├── mcp.py                  # Centralized FastMCP instance definition
│   ├── config.py               # Configuration classes
│   ├── utils/                  # Utility modules

Read full README on GitHub →