Product Recommendation System
Rank #95,742glama/josephazar/Products-Recommendation-MCP-MAF
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.
Product Recommendation System is a Model Context Protocol (MCP) server published by josephazar. It ranks #95,742 of 137,138 servers tracked on MCP Toplist. Product Recommendation System is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Dec 8, 2025.
Ranks ahead of 41,396 of 137,138 servers on MCP Toplist.
Use Product Recommendation System
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fjosephazar%2FProducts-Recommendation-MCP-MAF)<a href="https://mcptoplist.com/server/glama%2Fjosephazar%2FProducts-Recommendation-MCP-MAF"><img src="https://mcptoplist.com/badge/glama%2Fjosephazar%2FProducts-Recommendation-MCP-MAF.svg" alt="MCP Toplist: #95,742 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
josephazar
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains Product Recommendation System?
- Product Recommendation System is maintained by josephazar, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Product Recommendation System listed on the Official MCP Registry?
- Product Recommendation System is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Product Recommendation System have?
- Product Recommendation System ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Product Recommendation System?
- The source code for Product Recommendation System is hosted at github.com/josephazar/Products-Recommendation-MCP-MAF.
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