MCP RAG Server
Rank #112,603glama/egara/mcp-rag
Connects to a PostgreSQL database (pgvector) to perform semantic retrieval via the search_documents tool, returning raw document snippets for LLM synthesis.
MCP RAG Server is a Model Context Protocol (MCP) server published by egara. It ranks #112,603 of 137,492 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. MCP RAG Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 21, 2026.
Ranks ahead of 24,889 of 137,492 servers on MCP Toplist.
Use MCP RAG Server
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%2Fegara%2Fmcp-rag)<a href="https://mcptoplist.com/server/glama%2Fegara%2Fmcp-rag"><img src="https://mcptoplist.com/badge/glama%2Fegara%2Fmcp-rag.svg" alt="MCP Toplist: #112,603 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
egara
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 MCP RAG Server?
- MCP RAG Server is maintained by egara, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MCP RAG Server listed on the Official MCP Registry?
- MCP RAG Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP RAG Server have?
- MCP RAG Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP RAG Server?
- The source code for MCP RAG Server is hosted at github.com/egara/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.