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Semanticscholar MCP Server

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.

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Scored a month ago ยท breakdown

About Semanticscholar MCP Server

Semanticscholar MCP Server is an MCP server published by JackKuo666 in the Developer Tools category: 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.

The repository has 87 stars and 10 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/JackKuo666/semanticscholar-MCP-Server

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 7 hours ago. Heuristics on the source, not an audit.

  • โœ“README presentThe repository ships documentation.
  • !License declaredNo license file. Legally you have no right to use it in a product.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • !Dependencies pinnedNo lockfile. Installs can pull different code over time.
  • โœ“No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

๐ŸŽ“ Semantic Scholar MCP Server

smithery badge

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

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
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
    

๐Ÿ–ฅ๏ธ 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:

    • ๐Ÿ” search_semantic_scholar: Search for papers using a query string
    • ๐Ÿ“„ get_semantic_scholar_paper_details: Get details of a specific paper
    • ๐Ÿ‘ค get_semantic_scholar_author_details: Get details of a specific author
    • ๐Ÿ”— 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": []
    }
  }
}

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.

README fetched from the repository 7 hours ago. The original is authoritative.

Questions

About Semanticscholar MCP Server

How do I install Semanticscholar MCP Server?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Semanticscholar MCP Server safe to use with an AI agent?

Its trust score is 51 out of 100 (fair). It passes 2 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Semanticscholar MCP Server still maintained?

The last commit was a year ago and 6 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.