HatmanStack/ragstack-mcp
by Various
🐍 ☁️ 🍎 🪟 🐧 - MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through a
MCP
HatmanStack/ragstack-mcp
Added 1 June 2026
Overview
HatmanStack/ragstack-mcp is an MCP server that connects to RAGStack serverless knowledge bases. It enables search, chat with AI-generated answers, document and media upload, website scraping, and metadata analysis through a Python-based interface.
Best for
Best for
Developers building applications on top of RAGStack serverless knowledge bases who need an MCP interface for search and content ingestion.
Use cases
- Search and retrieve answers from a serverless knowledge base
- Upload documents and media to a RAGStack knowledge base
- Scrape websites and analyze metadata for knowledge base enrichment
Notes
HatmanStack/ragstack-mcp is an MCP server that connects to RAGStack serverless knowledge bases. It enables search, chat with AI-generated answers, document and media upload, website scraping, and metadata analysis through a Python-based interface.
23 stars on GitHub. Last updated 2026-05-29. Licensed Apache-2.0.
Use cases
- Search and retrieve answers from a serverless knowledge base
- Upload documents and media to a RAGStack knowledge base
- Scrape websites and analyze metadata for knowledge base enrichment
Pros
- Integrates directly with RAGStack serverless knowledge bases
- Supports multiple operations including search, upload, and scraping
- Lightweight Python implementation with MCP protocol
Cons
- Limited to RAGStack ecosystem, not a general-purpose tool
- Small community with only 23 stars on GitHub
- Requires a running RAGStack serverless knowledge base to function
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Integrates directly with RAGStack serverless knowledge bases
- Supports multiple operations including search, upload, and scraping
- Lightweight Python implementation with MCP protocol
Cons
- Limited to RAGStack ecosystem, not a general-purpose tool
- Small community with only 23 stars on GitHub
- Requires a running RAGStack serverless knowledge base to function
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.