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Onetool serves as a local-first MCP server designed to streamline how AI assistants interact with tools, consolidating numerous capabilities into a single, efficient `run` interface. By allowing AI to write and execute Python code directly instead of parsing extensive JSON schemas, it dramatically reduces token consumption by up to 98.7% and lowers operational costs. This approach ensures deterministic, visible tool calls, making AI interactions more reliable and transparent. With 14 built-in packs for diverse tasks and effortless extensibility, Onetool empowers AI assistants with a vast array of functions through a simplified, high-performance mechanism.