MCP Finder
Rank #100,593glama/SaiVSrini/mcpfinder
A smart router that helps users discover the most relevant tools from an MCP catalog using natural language queries and AI-driven reranking. It utilizes hybrid search and intent analysis to select the best tool for a given task and explains the reasoning behind each choice.
MCP Finder is a Model Context Protocol (MCP) server published by SaiVSrini. It ranks #100,593 of 137,492 servers tracked on MCP Toplist. MCP Finder is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 11, 2026.
Ranks ahead of 36,899 of 137,492 servers on MCP Toplist.
Use MCP Finder
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.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FSaiVSrini%2Fmcpfinder)<a href="https://mcptoplist.com/server/glama%2FSaiVSrini%2Fmcpfinder"><img src="https://mcptoplist.com/badge/glama%2FSaiVSrini%2Fmcpfinder.svg" alt="MCP Toplist: #100,593 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
SaiVSrini
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 MCP Finder?
- MCP Finder is maintained by SaiVSrini, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MCP Finder listed on the Official MCP Registry?
- MCP Finder is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP Finder have?
- MCP Finder ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP Finder?
- The source code for MCP Finder is hosted at github.com/SaiVSrini/mcpfinder.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.