HatmanStack/ragstack-mcp

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

How to use

Install

pip install ragstack-mcp

Tools exposed

• uvx

Tested with

Claude Desktop, Cursor, VS Code, Amazon Q CLI

Example client config

{\n  "ragstack-kb": {\n    "command": "uvx",\n    "args": ["ragstack-mcp"],\n    "env": {\n      "RAGSTACK_GRAPHQL_ENDPOINT": "YOUR_ENDPOINT",\n      "RAGSTACK_API_KEY": "YOUR_API_KEY"\n    }\n  }\n}

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.