mcp-toolsmith is an open-source CLI utility for auditing and compiling Python tool schemas for use with LLM agents. It validates schemas against the Model Context Protocol, helping developers ensure compatibility and correctness before deployment.
mcp-toolsmith is a Frameworks & SDKs project. It focuses on ensuring Python tool schemas are valid and ready for use by LLM agents following the Model Context Protocol. It is built as an open-source project for developers building LLM agents and tool integrations. mcp-toolsmith is open source under the MIT license. It runs on the command line.
Behind mcp-toolsmith is ShAmoNiA, and it first shipped in 2026. Development happens publicly on GitHub with 10 commits in the last 90 days. Key capabilities include schema audit, tool compilation, and LLM agent support. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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