mambo-agents is an open-source AI agent framework leveraging LangChain and LangGraph, designed for developers to build, orchestrate, and secure multi-agent systems. It supports sub-agent scheduling, conversation summarization, and a modular skills system for advanced AI workflows.
mambo-agents is an Autonomous agents & workflows product. It enables developers to build, schedule, and manage autonomous AI agents with advanced orchestration and security features. It is built as an open-source project for AI developers and researchers building agent-based systems. mambo-agents is open source under the MIT License. The product ships for the command line.
Behind mambo-agents is RAmenLch, and the product first shipped in 2026. PulseGate's similarity index finds few close equivalents — mambo-agents occupies a relatively distinct niche. Key capabilities include multi-agent orchestration, filesystem backend, and sub-agent scheduling.
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