Provides secure management of API keys and sensitive credentials
Powers the local MCP server to expose tools and functionality to client applications
Repository hosting for the MCP server code, accessible via git clone
Integrates with ChatGPT for intelligent search capabilities, allowing it to leverage knowledge bases for domain-specific queries
🧠 MCP AI Server — Modular Context Protocol for Intelligent Search
Welcome to the MCP AI Server, a powerful and modular tool that uses RAG-based retrieval, Pinecone vector storage, and MCP (Model Context Protocol) to create intelligent assistants capable of answering domain-specific questions from your own knowledge base.
🚀 Features
✅ Local MCP server with FastAPI + Claude/ChatGPT integration
✅ Embedding using intfloat/multilingual-e5-large
(via SentenceTransformer)
✅ Fast vector search with Pinecone
✅ Documented tools
exposed to clients like Claude and Cursor IDE
✅ Secure .env
usage for managing API keys
✅ Clean, extensible architecture
🔧 Setup Instructions
1. Clone the Repo
2. Create a Virtual Environment
3. Install Dependencies
4. Configure Environment Variables
5. How to use it
This server cannot be installed
A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.
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