MCP-RAGNAR

stdiononedevelopment

A local MCP server implementing Retrieval-Augmented Generation (RAG) with sentence window retrieval and support for multiple file types.

Install

How to run this server

[ { "cmd": "pip install -e", "imports": [] } ]

server path: mcp-ragnar

Tools

What this server exposes

index_documents

Index documents from a directory path with configurable chunk size and embedding model

query_index

Query the indexed documents using sentence window retrieval for RAG

Configuration

Environment & auth

authnone

envOPENAI_API_KEY

Resources