API Catalog Recommender MCP Server
Rank #125,877glama/vinod-vk17/MCP-Catalog-Agent
Enables semantic search over OpenAPI endpoint catalogs using FAISS and LangGraph, returning grounded technical recommendations for natural-language API queries.
API Catalog Recommender MCP Server is a Model Context Protocol (MCP) server published by vinod-vk17. It ranks #125,877 of 137,492 servers tracked on MCP Toplist. API Catalog Recommender MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 31, 2026.
Ranks ahead of 11,615 of 137,492 servers on MCP Toplist.
Use API Catalog Recommender MCP Server
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%2Fvinod-vk17%2FMCP-Catalog-Agent)<a href="https://mcptoplist.com/server/glama%2Fvinod-vk17%2FMCP-Catalog-Agent"><img src="https://mcptoplist.com/badge/glama%2Fvinod-vk17%2FMCP-Catalog-Agent.svg" alt="MCP Toplist: #125,877 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
vinod-vk17
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 API Catalog Recommender MCP Server?
- API Catalog Recommender MCP Server is maintained by vinod-vk17, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is API Catalog Recommender MCP Server listed on the Official MCP Registry?
- API Catalog Recommender MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does API Catalog Recommender MCP Server have?
- API Catalog Recommender MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for API Catalog Recommender MCP Server?
- The source code for API Catalog Recommender MCP Server is hosted at github.com/vinod-vk17/MCP-Catalog-Agent.
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