mcp-rag
Rank #127,387glama/nguyenkhanhtoan-ai/mcp-rag
MCP server that enables semantic search over PDF documents using RAG with ChromaDB and OpenAI embeddings.
mcp-rag is a Model Context Protocol (MCP) server published by nguyenkhanhtoan-ai. It ranks #127,387 of 132,345 servers tracked on MCP Toplist. mcp-rag is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 13, 2026.
Ranks ahead of 4,958 of 132,345 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.
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[](https://mcptoplist.com/server/glama%2Fnguyenkhanhtoan-ai%2Fmcp-rag)<a href="https://mcptoplist.com/server/glama%2Fnguyenkhanhtoan-ai%2Fmcp-rag"><img src="https://mcptoplist.com/badge/glama%2Fnguyenkhanhtoan-ai%2Fmcp-rag.svg" alt="MCP Toplist: #127,387 of 132,345" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
nguyenkhanhtoan-ai
Other servers by nguyenkhanhtoan-ai
View all nguyenkhanhtoan-ai servers →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?
- mcp-rag is maintained by nguyenkhanhtoan-ai, which publishes 2 MCP servers (0 total versions) 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.
- How many versions does mcp-rag have?
- mcp-rag ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for mcp-rag?
- The source code for mcp-rag is hosted at github.com/nguyenkhanhtoan-ai/mcp-rag.
Do you run this server?
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