MCP RAG
Rank #30,167glama/kalicyh/mcp-rag
Intelligent knowledge base system that enables users to process documents in 25+ formats, perform semantic search and Q\&A through vector retrieval. Supports multiple AI models including OpenAI and DouBao with local processing capabilities.
MCP RAG is a Model Context Protocol (MCP) server published by kalicyh. It ranks #30,167 of 137,492 servers tracked on MCP Toplist, and its repository has 6 GitHub stars. MCP RAG is listed across 2 registries — Glama and PulseMCP, with 1 release tag tracked from its GitHub repository. It was first listed on Oct 28, 2025 and most recently updated on Mar 26, 2026.
Ranks ahead of 107,325 of 137,492 servers on MCP Toplist.
Use MCP RAG
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.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fkalicyh%2Fmcp-rag)<a href="https://mcptoplist.com/server/glama%2Fkalicyh%2Fmcp-rag"><img src="https://mcptoplist.com/badge/glama%2Fkalicyh%2Fmcp-rag.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
kalicyh
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.6.1 | Mar 26, 2026 |
Frequently asked questions
- Who maintains MCP RAG?
- MCP RAG is maintained by kalicyh, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is MCP RAG listed on the Official MCP Registry?
- MCP RAG is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does MCP RAG have?
- No registry surfaces explicit version metadata for MCP RAG; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Mar 26, 2026.
- Where can I find the source code for MCP RAG?
- The source code for MCP RAG is hosted at github.com/kalicyh/mcp-rag.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.