RAG Query MCP Server
Rank #119,042glama/Akashbakshi99/RAG-Using-LangChain-MCP
Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.
RAG Query MCP Server is a Model Context Protocol (MCP) server published by Akashbakshi99. It ranks #119,042 of 137,492 servers tracked on MCP Toplist. RAG Query MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 11, 2026.
Ranks ahead of 18,450 of 137,492 servers on MCP Toplist.
Use RAG Query MCP 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.
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[](https://mcptoplist.com/server/glama%2FAkashbakshi99%2FRAG-Using-LangChain-MCP)<a href="https://mcptoplist.com/server/glama%2FAkashbakshi99%2FRAG-Using-LangChain-MCP"><img src="https://mcptoplist.com/badge/glama%2FAkashbakshi99%2FRAG-Using-LangChain-MCP.svg" alt="MCP Toplist: #119,042 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Akashbakshi99
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 RAG Query MCP Server?
- RAG Query MCP Server is maintained by Akashbakshi99, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is RAG Query MCP Server listed on the Official MCP Registry?
- RAG Query MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does RAG Query MCP Server have?
- RAG Query MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for RAG Query MCP Server?
- The source code for RAG Query MCP Server is hosted at github.com/Akashbakshi99/RAG-Using-LangChain-MCP.
Do you run this server?
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