MeshCode is an open source Python package that provides real-time orchestration and coordination for multiple AI agents. It features persistent memory, real-time messaging, task management, and a live dashboard, making it suitable for developers building complex agent-based systems. MeshCode implements the Model Context Protocol (MCP) for extensibility.
In the Frameworks & SDKs space, MeshCode takes a focused approach. It focuses on coordinating and managing multiple AI agents in real time for complex workflows and persistent memory. MeshCode is an open-source project aimed at AI developers and researchers. The project is open source (MIT). The product ships for the command line.
MeshCode first shipped in 2026. Across PulseGate's embedding index, MeshCode has few near neighbours, marking it as relatively distinct. Among its 6 catalogued features are multi-agent orchestration, persistent memory, and real-time messaging. It exposes integrations via an MCP server.
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