mcp-rag-server
Rank #108,402glama/FORIFOR/mcp-rag-server
MCP RAG Server is a Python MCP server that indexes documents in multiple formats (Markdown, text, PowerPoint, PDF) using multilingual-e5-large embeddings and enables vector search for retrieval-augmented generation.
mcp-rag-server is a Model Context Protocol (MCP) server published by FORIFOR. It ranks #108,402 of 137,492 servers tracked on MCP Toplist. 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 22, 2026.
Ranks ahead of 29,090 of 137,492 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%2FFORIFOR%2Fmcp-rag-server)<a href="https://mcptoplist.com/server/glama%2FFORIFOR%2Fmcp-rag-server"><img src="https://mcptoplist.com/badge/glama%2FFORIFOR%2Fmcp-rag-server.svg" alt="MCP Toplist: #108,402 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
FORIFOR
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 FORIFOR, 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/FORIFOR/mcp-rag-server.
Do you run this server?
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