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2025-03-25

🔍该项目实现了用于与语义学者API交互的模型上下文协议(MCP)服务器。它提供了用于搜索论文,检索纸张和作者详细信息以及获取引用和参考文献的工具。

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🎓 Semantic Scholar MCP Server

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This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.

✨ Features

  • 🔍 Search for papers on Semantic Scholar
  • 📄 Retrieve detailed information about specific papers
  • 👤 Get author details
  • 🔗 Fetch citations and references for a paper

📋 Prerequisites

  • 🐍 Python 3.10+
  • 📚 semanticscholar Python package
  • 🔧 mcp Python package (Model Context Protocol)

🚀 Installation

Installing via Smithery

To install semanticscholar Server for Claude Desktop automatically via Smithery:

claude

npx -y @smithery/cli@latest install @JackKuo666/semanticscholar-mcp-server --client claude --config "{}"

Cursor

Paste the following into Settings → Cursor Settings → MCP → Add new server:

  • Mac/Linux
npx -y @smithery/cli@latest run @JackKuo666/semanticscholar-mcp-server --client cursor --config "{}" 

Windsurf

npx -y @smithery/cli@latest install @JackKuo666/semanticscholar-mcp-server --client windsurf --config "{}"

CLine

npx -y @smithery/cli@latest install @JackKuo666/semanticscholar-mcp-server --client cline --config "{}"
  1. Clone this repository:

    git clone https://github.com/JackKuo666/semanticscholar-MCP-Server.git
    cd semanticscholar-mcp-server
    
  2. Install the required packages:

    pip install semanticscholar mcp
    

🖥️ Usage

  1. Start the Semantic Scholar MCP server:

    python semantic_scholar_server.py
    
  2. The server will start and listen for MCP requests.

  3. Use an MCP client to interact with the server and access the following tools:

    • 🔍 search_semantic_scholar: Search for papers using a query string
    • 📄 get_semantic_scholar_paper_details: Get details of a specific paper
    • 👤 get_semantic_scholar_author_details: Get details of a specific author
    • 🔗 get_semantic_scholar_citations_and_references: Get citations and references for a paper

Usage with Claude Desktop

Add this configuration to your claude_desktop_config.json:

(Mac OS)

{
  "mcpServers": {
    "semanticscholar": {
      "command": "python",
      "args": ["-m", "semanticscholar_mcp_server"]
      }
  }
}

(Windows version):

{
  "mcpServers": {
    "semanticscholar": {
      "command": "C:\\Users\\YOUR\\PATH\\miniconda3\\envs\\mcp_server\\python.exe",
      "args": [
        "D:\\code\\YOUR\\PATH\\semanticscholar-MCP-Server\\semanticscholar_server.py"
      ],
      "env": {},
      "disabled": false,
      "autoApprove": []
    }
  }
}

Using with Cline

{
  "mcpServers": {
    "semanticscholar": {
      "command": "bash",
      "args": [
        "-c",
        "source /home/YOUR/PATH/.venv/bin/activate && python /home/YOUR/PATH/semanticscholar_mcp_server.py"
      ],
      "env": {},
      "disabled": false,
      "autoApprove": []
    }
  }
}

📁 File Structure

  • 📜 semantic_scholar_search.py: Contains functions for interacting with the Semantic Scholar API
  • 🖥️ semantic_scholar_server.py: Implements the MCP server and defines the available tools

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

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    Reviews

    4 (1)
    Avatar
    user_mVboPHpk
    2025-04-18

    I've been using the semanticscholar-MCP-Server by JackKuo666 and it's truly a game-changer for managing my research needs. The server is efficient, reliable, and easy to integrate. It significantly boosts productivity by streamlining data access from Semantic Scholar. Highly recommended for scholars and researchers seeking an edge in their academic endeavors! Check it out at the provided GitHub link.