MCPs › Data & APIs › Vector Search Service MCP Provider
A clean architecture backend API that registers and semantically searches data using vector embeddings, acting as an MCP context provider to connect AI models to external data.
Not monetized yet
Turn Vector Search Service MCP Provider’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install Vector Search Service MCP Provider
For anyone using Vector Search Service MCP Provider — no Lulu account needed# stdio server — install per the repository README: https://github.com/thiagoaramizo/vetorial-search-service
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit →FAQ
Vector Search Service MCP Provider 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 Vector Search Service MCP Provider — 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.
[](https://getlulu.dev/mcps/vector-search-service-mcp-provider)