Python CLI framework for tools AI agents can call safely: one-call manifest, JSON envelope on every exit, typed exit codes. Implements the CLI Agent Spec
python cli manifest json mcp python3 developer-tools cli-framework ai-agents exit-codes llm agent-tools agentic-ai cli-agent-spec
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Updated
Oct 9, 2026 - Python