MCPs › Dev tools › RAG Document Search
Provides document embedding, semantic search, and citation generation using ChromaDB vector storage with PDF ingestion, configurable chunking, cross-encoder reranking, and automatic source attribution for building knowledge bases and research assistants.
Not monetized yet
Turn RAG Document Search’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Want top placement in Lulu’s Choice? Get in touch.
Install RAG Document Search
For anyone using RAG Document Search — no Lulu account needed# stdio server — install per the repository README: https://github.com/nsantra/rag-mcp-server
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
RAG Document Search installs from source — follow the repository README.
6 out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns RAG Document Search — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
Get verified so you can edit the page. Your badge is already live below — no claim needed for that.
Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/rag-document-search)