toolgate-ai is an open-source middleware package for autonomous agents, enabling optimistic execution by letting reads pass and intercepting actions for approval. It supports MCP servers and custom tools, providing guardrails for agent workflows. Designed for AI agent developers seeking robust execution control.
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