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JackKuo666

semanticscholar-mcp-server

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๐Ÿ” 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.

32 stars PythonAI & Machine Learning Updated Oct 26, 2025

Documentation

๐ŸŽ“ 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.

โœจ Features

  • ๐Ÿ” Search for papers on Semantic Scholar
  • ๐Ÿ“„ Retrieve detailed information about specific papers
  • ๐Ÿ‘ค Get author details
  • ๐Ÿ”— Fetch citations and references for a paper

๐Ÿ“‹ Prerequisites

  • ๐Ÿ Python 3.10+
  • ๐Ÿ“š `semanticscholar` Python package
  • ๐Ÿ”ง `mcp` Python package (Model Context Protocol)

๐Ÿš€ Installation

Installing via Smithery

To install semanticscholar Server for Claude Desktop automatically via Smithery:

claude

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

Cursor

Paste the following into Settings โ†’ Cursor Settings โ†’ MCP โ†’ Add new server:

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

Windsurf

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

CLine

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

1. Clone this repository:

code
git clone https://github.com/JackKuo666/semanticscholar-MCP-Server.git
   cd semanticscholar-mcp-server

2. Install the required packages:

code
pip install semanticscholar mcp

๐Ÿ–ฅ๏ธ Usage

1. Start the Semantic Scholar MCP server:

code
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:

    Usage with Claude Desktop

    Add this configuration to your `claude_desktop_config.json`:

    (Mac OS)

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

    (Windows version):

    json
    {
      "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

    json
    {
      "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": []
        }
      }
    }

    ๐Ÿ“ File Structure

    • ๐Ÿ“œ `semantic_scholar_search.py`: Contains functions for interacting with the Semantic Scholar API
    • ๐Ÿ–ฅ๏ธ `semantic_scholar_server.py`: Implements the MCP server and defines the available tools

    ๐Ÿค Contributing

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

    ๐Ÿ“„ License

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

    Frequently asked questions

    What is semanticscholar-mcp-server?

    semanticscholar-mcp-server is ๐Ÿ” 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.

    How do I install semanticscholar-mcp-server?

    Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

    Is semanticscholar-mcp-server open source?

    Yes โ€” it is hosted on GitHub at https://github.com/JackKuo666/semanticscholar-MCP-Server and has 32 stars.

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