npmai-agent (internally known as the npmai-agent-suite) is a production-grade AI agent framework built on top of the NPMAI ECOSYSTEM.It gives any Python developer a fully autonomous, multi-LLM agentic pipeline with 1371 integrated tools 100 classes,orchestrated by a five-role LLM pipeline (Planner → Tool_manager → Coder → Auditor → Verifier).