kayne-lee/toolsmith

An MCP server that rewrites its own tool descriptions, schemas, and composition from usage telemetry — measured on held-out tasks

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mcp-conformance

01

kayne-lee/toolsmith

Agent Claude Code

Validates the MCP server against the protocol spec and audits tool schemas for the ambiguity patterns the optimizer targets. Use after any change to the server, a tool definition, or a schema.

0 26d ago A 42 tokens original MIT