mars-cmbagent is an open-source CLI framework designed for multi-agent research and engineering, leveraging the ag2 platform. It supports the orchestration and experimentation of autonomous agents for advanced AI research and development.
mars-cmbagent sits in PulseGate's Autonomous agents & workflows category. It focuses on enabling research and engineering of general-purpose multi-agent systems via a CLI framework. mars-cmbagent is an open-source project aimed at AI researchers and engineers. The project is open source (Apache-2.0). mars-cmbagent is available on the web and the command line.
It is developed by UJ2202, and the product first shipped in 2026. Across PulseGate's embedding index, mars-cmbagent has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are multi-agent system, research framework, and CLI interface.
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