MCPs › Data & APIs › Knowledge Base MCP Server (Qdrant)
Read-only MCP server with hybrid search combining dense semantic and sparse keyword retrieval via Qdrant, enabling document querying and fetching for ChatGPT Deep Research.
Not monetized yet
Turn Knowledge Base MCP Server (Qdrant)’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install Knowledge Base MCP Server (Qdrant)
For anyone using Knowledge Base MCP Server (Qdrant) — no Lulu account needed# stdio server — install per the repository README: https://github.com/devanshtb/mcp-poc-kc
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit →FAQ
Knowledge Base MCP Server (Qdrant) 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 Knowledge Base MCP Server (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
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Managed hosting with monetization built in — waitlist.
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