MCP Scholar

🚀 MCP Scholar

A Google Scholar search and analysis service based on the MCP protocol, offering efficient academic research and data extraction.

🚀 Quick Start

MCP Scholar is a service that provides Google Scholar search and analysis capabilities based on the MCP protocol. It allows you to search for academic papers and analyze scholar profiles efficiently.

✨ Features

• Google Scholar Paper Search: Search for relevant papers based on keywords and sort them by citation count.
• Scholar Profile Analysis: Analyze Google Scholar personal profiles and extract the papers with the highest citation counts.
• Integration with MCP Clients: Support integration with all MCP - compatible clients.
• Integration with Cherry Studio: Can be used as a plugin in Cherry Studio.

📦 Installation

Start the Server

# Method 1: Start with uvx
uvx mcp-scholar

# Method 2: Clone the repository and start with uv run
uv --directory path\to\mcp_scholar run mcp-scholar

Use in Cherry Studio

• Refer to the official tutorial: https://vaayne.com/posts/2025/mcp-guide

💻 Usage Examples

Basic Usage

In Cherry Studio, you can use the following prompts:

• "Summarize 5 papers on artificial intelligence."
• "Analyze the top 10 highly cited papers on the scholar profile https://scholar.google.com/citations?user=xxxxxx."

📚 Documentation

This project is developed using the MCP protocol and implemented based on the Python SDK. For detailed information, please refer to MCP Python SDK.

📄 License

This project is licensed under the MIT license.