Soap Bucket

A collection of AI tools.

Independent, self-hostable infrastructure for the APIs and AI agents you actually ship — a gateway, a catalog, and a test runner. Each one stands on its own.

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Your MCP server's hardest dependency is the model that calls it
An MCP server passes every test in your repo. Then a new model release ships and the agent picks the wrong tool. The model is the consumer, and the consumer keeps changing. End-to-end MCP testing needs an LLM jury in the loop.
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