minirag
Rank #131,340glama/mck-s/minirag-pgvector-mcp
MCP server for a self-hosted RAG system that enables AI tools to search and retrieve grounded answers from locally ingested documents via MCP tools, with local embeddings and no API key required.
minirag is a Model Context Protocol (MCP) server published by mck-s. It ranks #131,340 of 137,138 servers tracked on MCP Toplist. minirag is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 2, 2026.
Ranks ahead of 5,798 of 137,138 servers on MCP Toplist.
Use minirag
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fmck-s%2Fminirag-pgvector-mcp)<a href="https://mcptoplist.com/server/glama%2Fmck-s%2Fminirag-pgvector-mcp"><img src="https://mcptoplist.com/badge/glama%2Fmck-s%2Fminirag-pgvector-mcp.svg" alt="MCP Toplist: #131,340 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
mck-s
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains minirag?
- minirag is maintained by mck-s, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is minirag listed on the Official MCP Registry?
- minirag is not on the Official MCP Registry. It is listed on Glama.
- 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/mck-s/minirag-pgvector-mcp.
Do you run this server?
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