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SwarmClaw

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Self-hosted runtime for running autonomous AI agent swarms with delegation and memory.

Autonomous AgentsGeneral-Purpose 581Open source
View on GitHub
Updated 2026-06-16
SwarmClaw GitHub repository

What is SwarmClaw?

SwarmClaw is a self-hosted AI agent runtime designed for building and coordinating autonomous agents and swarms. It includes features like agent memory, skills, schedules, and delegation visualized through an org chart interface.

The system works by running agents with heartbeats and live activity tracking, allowing reviewed learning from conversations into reusable skills. It integrates with gateways and numerous LLM backends for flexible execution.

This tool suits developers and teams seeking control over multi-agent workflows, especially those wanting an on-premise alternative for orchestration and custom integrations.

What you can build with SwarmClaw

Multi-agent team coordination

Visualize and manage agent hierarchies with delegation flows and real-time activity monitoring.

Scheduled autonomous operations

Set up recurring tasks that agents execute independently using built-in scheduling and memory.

LLM provider experimentation

Switch between 23+ models from different vendors within the same agent runtime environment.

Install SwarmClaw

Install
npm install @swarmclawai/swarmclaw
Quick start
npm i -g @swarmclawai/swarmclaw
swarmclaw
  1. 1Clone the SwarmClaw repository from GitHub.
  2. 2Install dependencies via the provided npm package.
  3. 3Configure LLM provider credentials in the settings.
  4. 4Launch the runtime server and access the dashboard.
  5. 5Create initial agents and test delegation in the org chart view.

SwarmClaw: pros & cons

Pros

  • +Broad support for 23+ LLM providers in one framework
  • +Self-hosted setup keeps data and workflows private
  • +Built-in delegation and durable memory reduce external dependencies
  • +Open-source with active release and CI badges

Cons

  • Self-hosting requires server setup and maintenance
  • Interface may have a learning curve for new users
  • Documentation and community resources are still growing
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Frequently asked questions

It connects to OpenClaw, Claude, GPT, Gemini, Ollama, OpenRouter, Groq, and over 20 others.

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