Google-Scholar-MCP-Server

MCP.Pizza Chef: JackKuo666

Search Google Scholar by keyword, narrow results by author or year range, and look up a researcher's profile, all from a chat window, with paper titles and details coming back as readable results. It is documented for Claude Desktop, Cursor, Windsurf, and Cline, and no paid key is needed because it reads Scholar's public pages. That same approach makes it fragile, since Google often blocks automated reading, and the code has had no changes since March 2025.

Unmaintained ยท no code changes since March 2025
Web/Research
Writing

Use This MCP server To

Find recent papers on a topic I am researching Look up what a specific researcher has published Narrow a literature search to the last three years Get a short list of key papers before writing Check who wrote the most-cited work in a field

README

Google Scholar MCP Server

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๐Ÿ” Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

The Google Scholar MCP Server provides a bridge between AI assistants and Google Scholar through the Model Context Protocol (MCP). It allows AI models to search for academic papers and access their content in a programmatic way.

โœจ Core Features

  • ๐Ÿ”Ž Paper Search: Query Google Scholar papers with custom search strings or advanced search parameters โœ…
  • ๐Ÿš€ Efficient Retrieval: Fast access to paper metadata โœ…
  • ๐Ÿ‘ค Author Information: Retrieve detailed information about authors โœ…
  • ๐Ÿ“Š Research Support: Facilitate academic research and analysis โœ…

๐Ÿš€ Quick Start

Installing Manually

Installing via Smithery

To install google-scholar Server for Claude Desktop automatically via Smithery:

claude
npx -y @smithery/cli@latest install @JackKuo666/google-scholar-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/google-scholar-mcp-server --client cursor --config "{}" 
Windsurf
npx -y @smithery/cli@latest install @JackKuo666/google-scholar-mcp-server --client windsurf --config "{}"

CLine

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

    git clone https://github.com/JackKuo666/google-scholar-MCP-Server.git
    cd google-scholar-MCP-Server
    
  2. Install the required dependencies:

    pip install -r requirements.txt
    

For development:

# Clone and set up development environment
git clone https://github.com/JackKuo666/Google-Scholar-MCP-Server.git
cd Google-Scholar-MCP-Server

# Create and activate virtual environment
python -m venv venv
source venv/bin/activate  # On Windows use `venv\Scripts\activate`

# Install dependencies
pip install -r requirements.txt

๐Ÿ“Š Usage

Start the MCP server:

python google_scholar_server.py

Once the server is running, you can use the provided MCP tools in your AI assistant or application. Here are some examples of how to use the tools:

Example 1: Search for papers using keywords

result = await mcp.use_tool("search_google_scholar_key_words", {
    "query": "artificial intelligence ethics",
    "num_results": 5
})
print(result)

Example 2: Perform an advanced search

result = await mcp.use_tool("search_google_scholar_advanced", {
    "query": "machine learning",
    "author": "Hinton",
    "year_range": [2020, 2023],
    "num_results": 3
})
print(result)

Example 3: Get author information

result = await mcp.use_tool("get_author_info", {
    "author_name": "Geoffrey Hinton"
})
print(result)

These examples demonstrate how to use the three main tools provided by the Google Scholar MCP Server. Adjust the parameters as needed for your specific use case.

Usage with Claude Desktop

Add this configuration to your claude_desktop_config.json:

(Mac OS)

{
  "mcpServers": {
    "google-scholar": {
      "command": "python",
      "args": ["-m", "google_scholar_mcp_server"]
      }
  }
}

(Windows version):

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

Using with Cline

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

๐Ÿ›  MCP Tools

The Google Scholar MCP Server provides the following tools:

search_google_scholar_key_words

Search for articles on Google Scholar using key words.

Parameters:

  • query (str): Search query string
  • num_results (int, optional): Number of results to return (default: 5)

Returns: List of dictionaries containing article information

search_google_scholar_advanced

Perform an advanced search for articles on Google Scholar.

Parameters:

  • query (str): General search query
  • author (str, optional): Author name
  • year_range (tuple, optional): Tuple containing (start_year, end_year)
  • num_results (int, optional): Number of results to return (default: 5)

Returns: List of dictionaries containing article information

get_author_info

Get detailed information about an author from Google Scholar.

Parameters:

  • author_name (str): Name of the author to search for

Returns: Dictionary containing author information

๐Ÿ“ Project Structure

  • google_scholar_server.py: The main MCP server implementation using FastMCP
  • google_scholar_web_search.py: Contains the web scraping logic for searching Google Scholar

๐Ÿ”ง Dependencies

  • Python 3.10+
  • mcp[cli]>=1.4.1
  • scholarly>=1.7.0
  • asyncio>=3.4.3

You can install the required dependencies using:

pip install -r requirements.txt

๐Ÿค Contributing

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

๐Ÿ“„ License

This project is licensed under the MIT License.

โš ๏ธ Disclaimer

This tool is for research purposes only. Please respect Google Scholar's terms of service and use this tool responsibly.

Google-Scholar-MCP-Server FAQ

Is this project still maintained?
No โ€” there have been no code changes since March 2025, and the author names no replacement project.
Do I need a paid key?
No. It reads Google Scholar's public pages, so there is nothing to sign up or pay for.
Which apps does it work in?
Claude Desktop, Cursor, Windsurf, and Cline, plus other apps that support MCP servers.
Can I use this to gather sources for a literature review?
Yes โ€” search by keywords, filter by author and year, and pull back a list of matching papers.
Why does it sometimes come back empty?
Google Scholar limits automated reading and can block it. That is the most common failure, and nobody is patching it now.
How hard is setup?
Moderate to hard. There is a one-line Smithery installer, or you install Python packages yourself and point your app at the script.
Does it give me the full text of papers?
No. It returns titles, authors, and details from Scholar listings, not the papers themselves.