MCPs › Data & APIs › mcp-qdrant-embedding-search
MCP server that searches documents in Qdrant using embeddings from LMStudio. Takes a text query, converts it to a vector via LMStudio's OpenAI-compatible API, and performs semantic search in Qdrant.
Not monetized yet
Turn mcp-qdrant-embedding-search’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install mcp-qdrant-embedding-search
For anyone using mcp-qdrant-embedding-search — no Lulu account needed# stdio server — install per the repository README: https://github.com/plixplox/mcp-qdrant-embedding-search
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
mcp-qdrant-embedding-search 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
Works well together
Your server?
This is for the person who owns mcp-qdrant-embedding-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/mcp-qdrant-embedding-search)