MCP RAG Server
Rank #12,520glama/karaage0703/mcp-rag-server
Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.
MCP RAG Server is a Model Context Protocol (MCP) server published by karaage0703. It ranks #12,520 of 115,591 servers tracked on MCP Toplist, and its repository has 71 GitHub stars. MCP RAG Server is listed across 2 registries — Glama and mcp.so, and ships as a single rolling release with no explicit version metadata. It was first listed on May 2, 2025.
Ranks ahead of 103,071 of 115,591 servers on MCP Toplist.
Use MCP RAG Server
No credentials or required configuration declared — add it to your MCP client and go.
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%2Fkaraage0703%2Fmcp-rag-server)<a href="https://mcptoplist.com/server/glama%2Fkaraage0703%2Fmcp-rag-server"><img src="https://mcptoplist.com/badge/glama%2Fkaraage0703%2Fmcp-rag-server.svg" alt="MCP Toplist: Top 25% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
karaage0703
Other servers by karaage0703
View all karaage0703 servers →Not versioned
This server is published through registries that do 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 karaage0703, which publishes 2 MCP servers (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 and mcp.so.
- 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/karaage0703/mcp-rag-server.