MCPs โบ Data & APIs โบ qdrant-mcp
MCP server for document ingestion and semantic search on Qdrant. Enables ingesting local documents, generating embeddings with OpenAI, and performing vector search with metadata filters.
Not monetized yet
Turn qdrant-mcpโs tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install qdrant-mcp
For anyone using qdrant-mcp โ no Lulu account needed# stdio server โ install per the repository README: https://github.com/dutchakdev/qdrant-mcp
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit โFAQ
qdrant-mcp installs from source โ follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) โ never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns qdrant-mcp โ 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 โ waitlist.
[](https://getlulu.dev/mcps/qdrant-mcp)