mcp-rag-web
Rank #127,388glama/nguyenkhanhtoan-ai/mcp-rag-web
MCP server for semantic search over PDF documents using RAG, pgvector, and OpenAI embeddings. Includes a web app for document upload and management.
mcp-rag-web is a Model Context Protocol (MCP) server published by nguyenkhanhtoan-ai. It ranks #127,388 of 132,345 servers tracked on MCP Toplist. mcp-rag-web is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 14, 2026.
Ranks ahead of 4,957 of 132,345 servers on MCP Toplist.
Use mcp-rag-web
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-web)<a href="https://mcptoplist.com/server/glama%2Fnguyenkhanhtoan-ai%2Fmcp-rag-web"><img src="https://mcptoplist.com/badge/glama%2Fnguyenkhanhtoan-ai%2Fmcp-rag-web.svg" alt="MCP Toplist: #127,388 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-web?
- mcp-rag-web is maintained by nguyenkhanhtoan-ai, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
- Is mcp-rag-web listed on the Official MCP Registry?
- mcp-rag-web is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-rag-web have?
- mcp-rag-web ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for mcp-rag-web?
- The source code for mcp-rag-web is hosted at github.com/nguyenkhanhtoan-ai/mcp-rag-web.
Do you run this server?
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