MCP Server — rukshannet/mcp-agentic-rag

MCP Server for Agentic RAG applications

Local serverstdioPython

What is the MCP Server?

MCP Server for Agentic RAG applications

The short version

This project implements an MCP (Model Context Protocol) server and client for building agentic RAG (Retrieval-Augmented Generation) applications. The server provides a set of tools that can be used to enhance the performance of RAG systems, such as entity extraction, query refinement, and relevance checking. The client demonstrates how to connect to the server and use its tools.

What it needs from you

  • Python 3.7+ * openai * mcp * dotenv

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

  • Python 3.7+ * openai * mcp * dotenv

Frequently asked questions

The server requires Python 3.7+ and the packages `openai`, `mcp`, and `dotenv`.