markdown-rag-mcp

SowmeshSharma0/markdown-rag-mcp

3.2

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The RAG MCP Server is a Model Context Protocol server designed to provide Retrieval-Augmented Generation capabilities for markdown documents, utilizing Qdrant for vector storage and Ollama for embeddings, with seamless integration into Cursor IDE.

Tools

Functions exposed to the LLM to take actions

ingest_markdown

Ingest markdown documents into the vector database.

search

Search through ingested documents using semantic similarity.

list_documents

List all ingested documents.

delete_document

Delete a specific document from the vector database.

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources