MCPs › rag-mcp-server
Exposes hybrid retrieval (dense embeddings + BM25 + RRF) and document operations (search, fetch, rerank) as MCP tools, using Qdrant and OpenAI embeddings for local or server mode.
Not monetized yet
Turn rag-mcp-server’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install rag-mcp-server
For anyone using rag-mcp-server — no Lulu account needed# stdio server — install per the repository README: https://github.com/q6066697/rag-mcp-server
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit →FAQ
rag-mcp-server installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Your server?
This is for the person who owns rag-mcp-server — 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
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Managed hosting with monetization built in — waitlist.
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