tool-smith
Rank #109,705glama/ganlin770/tool-smith
MCP server that routes natural language requests to structured tool calls using a LoRA-tuned small language model, with built-in validation, retry, and fallback recovery.
tool-smith is a Model Context Protocol (MCP) server published by ganlin770. It ranks #109,705 of 132,345 servers tracked on MCP Toplist. tool-smith is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 17, 2026.
Ranks ahead of 22,640 of 132,345 servers on MCP Toplist.
Use tool-smith
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.
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[](https://mcptoplist.com/server/glama%2Fganlin770%2Ftool-smith)<a href="https://mcptoplist.com/server/glama%2Fganlin770%2Ftool-smith"><img src="https://mcptoplist.com/badge/glama%2Fganlin770%2Ftool-smith.svg" alt="MCP Toplist: #109,705 of 132,345" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
ganlin770
Other servers by ganlin770
View all ganlin770 servers →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 tool-smith?
- tool-smith is maintained by ganlin770, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
- Is tool-smith listed on the Official MCP Registry?
- tool-smith is not on the Official MCP Registry. It is listed on Glama.
- How many versions does tool-smith have?
- tool-smith ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for tool-smith?
- The source code for tool-smith is hosted at github.com/ganlin770/tool-smith.
Do you run this server?
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