[ MULTI_AGENT_ORCHESTRATION ]
Production-Ready
Multi-Agent Orchestration
OpenClaw is the open-source engine for orchestrating autonomous AI agent swarms. Declarative configuration, zero-config observability, and production-grade reliability — built for teams shipping agentic systems at scale.
[ CORE_CAPABILITIES ]
[ SWARM_LAYER ]
Swarm Coordination
Define agent hierarchies declaratively via AGENTS.md. OpenClaw automatically discovers orchestration relationships, assigns tasks, and manages inter-agent communication — no custom routing code required.
[ TELEMETRY_LAYER ]
Built-In Observability
Every session, tool call, and agent-to-agent handoff is captured automatically. Drill into real-time traces, token cost breakdowns by agent and model, and full message logs without adding a single line of instrumentation.
[ RUNTIME_LAYER ]
Production Reliability
Battle-tested checkpoint/resume, graceful degradation on partial failures, and configurable retry policies. Run multi-agent workflows at scale with the same guarantees you expect from production infrastructure.
[ ADAPTER_LAYER ]
Adapter Ecosystem
Drop-in adapters for Claude Code, Codex, and custom model endpoints. Swap underlying LLMs per-agent without changing your orchestration logic. Cost-aware routing picks the right model for the task automatically.
[ DASHBOARD_LAYER ]
Mission Control UI
Companion dashboard for live swarm visualisation, agent profiling, and cost analysis. Open-source and self-hosted — no data leaves your infrastructure.
[ LICENSE: MIT ]
Fully Open Source
Apache 2.0 licensed. Self-host everything. No vendor lock-in, no usage telemetry, no SaaS dependency. Extend the core, publish adapters, and contribute back — the whole stack is yours.
[ FRAMEWORK_COMPARISON ]
| Feature | OpenClaw | LangGraph | CrewAI |
|---|---|---|---|
| Language | TypeScript / Node.js | Python | Python |
| GitHub Stars | 1,024+ | 94k+ | 28k+ |
| Swarm Coordination | ✓ Native | ~ LangGraph only | ✓ Native |
| Built-In Observability | ✓ Zero-config | ~ LangSmith (paid) | ✗ Manual |
| Checkpoint / Resume | ✓ Core feature | ~ LangGraph only | ✗ |
| AGENTS.md Config | ✓ Native | ✗ | ✗ |
| Self-Hosted Dashboard | ✓ Mission Control | ✗ | ✗ |
| License | MIT | MIT | MIT |
[ QUICK_START ]
Spin up your first swarm in minutes.
OpenClaw is fully open-source and self-hosted. Install the engine and connect your first agents with a single command.
npminstall -g @openclaw/cliopenclawinit my-swarm
[ STAY_UPDATED ]
Get release notes and tutorials.
Low-frequency, high-signal. New OpenClaw releases, deep-dives on multi-agent patterns, and early access to upcoming features.