MCPs › Cloud › Product Recommendation System
Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.
Not monetized yet
Turn Product Recommendation System’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install Product Recommendation System
For anyone using Product Recommendation System — no Lulu account needed# stdio server — install per the repository README: https://github.com/josephazar/products-recommendation-mcp-maf
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
Product Recommendation System 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 Product Recommendation System — 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/product-recommendation-system)