The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Swarmclaw
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude,…
Install
$
npm i -g @swarmclawai/swarmclawInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →SwarmClaw
The self-hosted AI agent runtime and multi-agent framework for autonomous agents. Open-source agent swarms with durable agent memory, MCP tools, skills, delegation, schedules, and 23+ LLM providers — a practical Claude Code and LangChain alternative.
SwarmClaw is an open-source, self-hosted AI agent runtime and multi-agent framework. Run autonomous AI agents, agent swarms, and orchestrators with heartbeats, schedules, delegation, agent memory, runtime skills, and reviewed conversation-to-skill learning — across OpenClaw gateways, Claude, GPT, Gemini, OpenRouter, Ollama, and 23+ other providers. Use it as your AI agent dashboard, agent orchestration platform, and home base for self-hosted multi-agent AI workflows.
GitHub: https://github.com/swarmclawai/swarmclaw
Docs: https://swarmclaw.ai/docs
Website: https://swarmclaw.ai
Discord: https://discord.gg/sbEavS8cPV
Extension tutorial: https://swarmclaw.ai/docs/extension-tutorial
Screenshots
Requirements
- Node.js 22.6+ (
nvm usewill pick up the repo's.nvmrc, which matches CI) - npm 10+ or another supported package manager
- Docker Desktop is recommended for sandbox browser execution
- Optional provider CLIs if you want delegated CLI backends such as Claude Code, Codex, OpenCode, Gemini, Copilot, Factory Droid, Cursor Agent, Qwen Code, or Goose
Quick Start
Desktop app (recommended for non-technical users)
Download the one-click installer from swarmclaw.ai/downloads. Available for macOS (Apple Silicon & Intel), Windows, and Linux (AppImage + .deb).
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