MCPs › Data & APIs › Qdrant
Provides semantic search capabilities using a local Qdrant vector database and OpenAI embeddings for building private knowledge bases and document search systems without sending data to external services.
Not monetized yet
Turn Qdrant’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 Qdrant
For anyone using Qdrant — no Lulu account neededclaude mcp add qdrant -- npx -y @mhalder/qdrant-mcp-server
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
Qdrant installs from source — follow the repository README.
20 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 Qdrant — 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/qdrant)