HiClaw
Open-source Agent Teams system that deploys coordinated AI agent teams within 5 minutes. A Manager Agent orchestrates Worker agents with all communication visible in Matrix IM. Workers never hold real API keys — the Higress MCP Gateway manages credentials separately for security.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Good credential isolation model. Workers use consumer tokens, gateway holds real keys. Self-hosted Docker. New project — limited security track record.
⚡ Reliability
Best When
You need a multi-agent system with built-in communication, human oversight, and secure credential management — and want it running in under 5 minutes with Docker.
Avoid When
You need a lightweight single-agent setup, or your organization requires Slack/Teams integration rather than Matrix.
Use Cases
- • Deploying multi-agent teams with human-in-the-loop oversight via instant messaging
- • Running coordinated AI workflows where agents need access to external services (GitHub, etc.) through secure gateway
- • Setting up agent infrastructure with built-in credential isolation — workers only carry consumer tokens
- • Enabling non-technical stakeholders to observe and interact with agent activities via Matrix clients
Not For
- • Single-agent use cases where orchestration overhead is unnecessary
- • Environments without Docker (requires Docker Desktop/Engine)
- • Teams already invested in Slack/Teams bot infrastructure (uses Matrix instead)
Interface
Authentication
Admin credentials generated during installation. Workers receive consumer tokens from Manager Agent — never real API keys. MCP Gateway handles actual service credentials.
Pricing
Apache 2.0 licensed. Self-hosted. Requires Docker infrastructure.
Agent Metadata
Known Gotchas
- ⚠ Very new project (Feb 2026) — expect rapid changes and potential instability
- ⚠ Requires Docker with 2 CPU cores and 4GB RAM minimum (8GB recommended)
- ⚠ Uses Matrix for communication instead of Slack/Teams — may not integrate with existing workflows
- ⚠ MCP access is through Higress Gateway — adds infrastructure complexity
- ⚠ 53 open issues suggest active development but also unresolved problems
Alternatives
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Scores are editorial opinions as of 2026-03-08.