Cortex AI — MCP Server

MCP (Model Context Protocol) server that exposes the Cortex AI RAG pipeline as standardized tools — compatible with Claude Desktop, Cursor, and VS Code.

🛠️ Tools Exposed

Tool	Description
health_check	Check if Cortex AI API is running
upload_pdf	Upload and index a PDF document
ask_question	Ask questions about uploaded PDF via RAG

🏗️ Architecture

Claude Desktop / Cursor ↓ MCP Protocol Cortex MCP Server (server.py) ↓ HTTP REST Cortex AI FastAPI (api.py) ↓ RAG Pipeline (FAISS + LLM)

🚀 Setup

1. Start Cortex AI API first

cd cortex-ai
python api.py

2. Run MCP Server

cd cortex-mcp-server
python server.py

3. Connect to Claude Desktop

Copy claude_desktop_config.json contents to: %APPDATA%\Claude\claude_desktop_config.json

📦 Requirements

pip install mcp anthropic httpx

🔗 Related

• Cortex AI RAG App
• HuggingFace Models

👨‍💻 Author

Sai Charan Goud K AI/ML Engineer | MCP · RAG · LangChain · Docker GitHub · LinkedIn