MiniRAG
Rank #46344pulsemcp/witwicki-minirag
Provides efficient retrieval-augmented generation through naive vector database querying and smart graph-based retrieval using entity relationships, returning answers with cited sources in JSON format for knowledge retrieval workflows requiring both speed and accuracy in document-based question answering.
MiniRAG is a Model Context Protocol (MCP) server published by witwicki. It ranks #46344 of 58,832 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. MiniRAG is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Nov 29, 2025.
Ranks ahead of 12,488 of 58,832 servers on MCP Toplist.
Listed on 1 registry
witwicki
Not versioned
This server is published through a registry that does not expose explicit version metadata. The listing tracks a single rolling release.
Frequently asked questions
- What is MiniRAG?
- Provides efficient retrieval-augmented generation through naive vector database querying and smart graph-based retrieval using entity relationships, returning answers with cited sources in JSON format for knowledge retrieval workflows requiring both speed and accuracy in document-based question answering.
- Who maintains MiniRAG?
- MiniRAG is maintained by witwicki, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MiniRAG an official MCP server?
- MiniRAG is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does MiniRAG have?
- MiniRAG ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MiniRAG?
- The source code for MiniRAG is hosted at github.com/witwicki/minirag-mcp.