Xuezhe MCP Demo

Academic Intelligence Tools for AI Agents (MCP)

A simple demo client for the Xuezhe MCP Server, providing academic intelligence capabilities such as:

• Scholar Search
• Expert Discovery
• Institution Ranking
• Talent Mobility
• Research Intelligence

This project demonstrates how AI agents and applications can interact with an MCP server to access structured academic data.

MCP Endpoint

https://mcp.xuezhe.pro/mcp

Authentication header:

X-API-Key: your_api_key

Features

Scholar Intelligence

• scholar_search
• scholar_detail

Search global researchers by:

• name
• institution
• country

Expert Discovery

• talent_discovery
• talent_future_star
• talent_doctor

Find experts and rising researchers by research topic.

Institution Intelligence

• institution_ranking
• institution_growth
• institution_domain_structure

Analyze global universities, research institutes, and corporate research labs.

Talent Intelligence

• talent_mobility

Track researcher movement between institutions and countries.

Research Intelligence

• expert_map
• corporate_intel
• national_tech_structure

Understand global research ecosystems.

Installation

Clone the repository:

git clone https://github.com/hh696-wq/xuezhe-mcp-demo.git cd xuezhe-mcp-demo

Install dependencies:

pip install -r requirements.txt

Quick Start

Run the demo:

python mcp_demo.py --api-key YOUR_API_KEY --run-examples

Example Usage

List available tools:

python mcp_demo.py --api-key YOUR_API_KEY --list-tools

Call a tool:

python mcp_demo.py --api-key YOUR_API_KEY --tool institution_ranking --args '{"mode":"global","limit":5}'

Example Tools

Current MCP tools include:

scholar_search scholar_detail talent_discovery talent_mobility talent_doctor talent_future_star expert_map corporate_intel institution_ranking institution_growth institution_domain_structure national_tech_structure

MCP Session Flow

The demo follows the standard MCP workflow:

1. initialize
2. notifications/initialized
3. tools/list
4. tools/call

Example Use Cases

This MCP server enables AI agents to:

• discover global research experts
• analyze institutional research capabilities
• identify rising scientific talent
• understand global research trends

License

MIT