23blocks-OS/ai-maestro

AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code graph queries, agent-to-agent messaging. Manage Claude, Codex or any AI Agent from one dashboard. Move Agents between computers and locations

What it solves

AI Maestro addresses the chaos of managing multiple AI agents across different terminals and machines. It eliminates the need for users to act as a "human mailman" by providing a centralized dashboard and a standardized communication protocol, allowing agents to coordinate and share context directly without manual intervention.

How it works

The system operates as a peer mesh network where every machine is equal, removing the need for a central server. It integrates with any terminal-based AI agent (such as Claude Code, Aider, or Cursor) and uses the Agent Messaging Protocol (AMP) for secure, email-like communication between agents. Agents can be deployed in four modes: local tmux sessions, Docker containers, AWS EC2 instances, or AWS ECS Fargate serverless containers.

Who it’s for

  • AI-first founders and solo operators who manage a workforce of AI agents to run a business.
  • Developers who run multiple agents and want to avoid switching between terminals and losing context.
  • Teams coordinating AI-assisted work across multiple machines.
  • Operators who want to connect AI agents to external platforms like Slack, Discord, and WhatsApp via secure gateways.

Highlights

  • Unified Dashboard: Manage all agents across multiple machines from a single UI with smart naming and organization.
  • Agent Messaging (AMP): Enables direct agent-to-agent communication with priority levels and cryptographic signatures.
  • Multi-Machine Mesh: A serverless peer-to-peer network that allows agents on different computers to be visible and accessible.
  • Persistent Memory: Features three layers of intelligence: conversation memory, a visual Code Graph of the codebase, and auto-generated documentation.
  • Work Coordination: Includes a Kanban board for task tracking and "war rooms" for agent team meetings.
  • Cloud Deployment: One-command deployment to AWS EC2 and ECS Fargate via Terraform.
  • External Gateways: Securely routes messages from Slack, Discord, and Email to agents while detecting prompt injection patterns.

Related

  • Project
    RunMaestro/Maestro

    A cross-platform desktop app for orchestrating multiple AI coding agents in parallel, featuring automated playbooks, Git worktree isolation, and a keyboard-first interface.

  • Project
    josstei/maestro-orchestrate

    A multi-agent orchestration platform that coordinates 39 AI specialists across various coding runtimes to manage software development via structured Express and Standard workflows.

  • Project
    777genius/agent-teams-ai

    A desktop orchestration layer for AI agent teams that allows agents from multiple providers to collaborate autonomously on coding and project tasks via a Kanban board.

  • Project
    outsourc-e/hermes-workspace

    A comprehensive command center for AI agents that integrates chat, memory, skills, and a terminal into a single workspace for orchestrating multi-agent swarms.

  • Project
    Netflix/maestro

    A highly scalable, general-purpose workflow orchestrator from Netflix that provides workflow-as-a-service for managing massive data and machine learning pipelines.