whichtool
Rank #53,855glama/mattagame/whichtool
Enables measuring and reporting which tool a model selects from an MCP server's tool list, without ever executing tools. Provides inspection, trial runs, and confusion analysis to benchmark routing accuracy.
whichtool is a Model Context Protocol (MCP) server published by mattagame. It ranks #53,855 of 137,492 servers tracked on MCP Toplist. whichtool is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 22, 2026.
Ranks ahead of 83,637 of 137,492 servers on MCP Toplist.
Use whichtool
No credentials or required configuration declared — add it to your MCP client and go.
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%2Fmattagame%2Fwhichtool)<a href="https://mcptoplist.com/server/glama%2Fmattagame%2Fwhichtool"><img src="https://mcptoplist.com/badge/glama%2Fmattagame%2Fwhichtool.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
mattagame
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 whichtool?
- whichtool is maintained by mattagame, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is whichtool listed on the Official MCP Registry?
- whichtool is not on the Official MCP Registry. It is listed on Glama.
- How many versions does whichtool have?
- whichtool ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for whichtool?
- The source code for whichtool is hosted at github.com/mattagame/whichtool.
Do you run this server?
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