2026.09.15
xclaw: enterprise Agent control platform
The problem
Real enterprise Agent usage requires runtime control, model routing, knowledge, long-term memory, business-system access, permissions, billing, and audit. Scattered scripts and chat pages cannot provide a durable operating boundary.
Core capabilities
- Agent and Team configuration, release, execution, approval, and recovery.
- User portal, API keys, H5 embedding, and mobile entry points.
- Scheduled jobs, workers, sessions, and run records.
- Markdown Wiki, knowledge trees, entity graphs, and retrieval.
- L0-L3 memory injection, conversation compression, and context management.
- OpenAI-compatible Model Gateway, MCP, and realtime channels.
- External-system Connectors, DLP checks, encrypted provider keys, and audit.
- Amount-based billing, usage reporting, and operations console.
System structure
Hub owns the enterprise control plane and policies, Worker performs governed Agent runs, and Desk is the employee workspace. They coordinate through Run, Event, Tool, Session, and Usage protocols while access to knowledge, memory, models, and business systems stays inside the platform boundary.
AgentEnterprise softwareKnowledgeMemoryConnector