NetClaw: Open-Source AI Network Engineering Agent Powered by Anthropic Claude
Key Takeaways
- ▸NetClaw is a CCIE-level AI network engineering agent built with Anthropic Claude, featuring 92 pre-built skills and 43 MCP integrations across major network platforms
- ▸The tool automates critical network operations including device monitoring, troubleshooting, security audits, and ITSM-gated configuration management with full change control
- ▸One-command installation and two-phase setup wizard makes deployment accessible, with support for 30+ AI providers and integration with Slack, Discord, and Microsoft 365 for native operations
Summary
NetClaw is a new open-source autonomous network engineering agent built on OpenClaw and powered by Anthropic's Claude AI model. The tool integrates with 43 major network management platforms and includes 92 pre-built skills, enabling network engineers to automate complex tasks ranging from device monitoring and troubleshooting to security audits and configuration management. The agent supports a wide ecosystem of network vendors and platforms including Cisco, Arista, Juniper, Palo Alto Networks, and cloud providers like AWS and GCP.
NetClaw operates as a CCIE-level network engineering coworker, capable of monitoring fleet-wide device health in parallel, troubleshooting connectivity issues using OSI-layer methodology, analyzing routing protocols (OSPF, BGP, EIGRP), and auditing security postures across multiple domains. It includes ITSM-gated change management through ServiceNow integration, source-of-truth reconciliation with NetBox and Nautobot, and observability features via Grafana, Prometheus, and Kubeshark. The agent can also participate in live control-plane protocols and generate UML diagrams.
Installation is straightforward—a single git clone and install script deploys all 92 skills and MCP integrations, followed by a two-phase configuration wizard that sets up the AI provider selection, gateway, channels (Slack, Discord, Telegram, WhatsApp), network device credentials, and platform integrations. NetClaw is available on GitHub as an open-source project.
- NetClaw enables source-of-truth reconciliation, live protocol participation, and multi-hop parallel state collection for comprehensive network visibility and automation
Editorial Opinion
NetClaw represents a significant step forward in AI-assisted network operations, bringing enterprise-grade automation capabilities to network engineers through an accessible open-source platform. The breadth of platform integrations (43 integrations across Cisco, Arista, Juniper, and cloud providers) and the CCIE-level skill set suggest this could meaningfully reduce operational overhead for network teams. However, the success of such agents will ultimately depend on how well they handle the nuance and context-sensitivity that experienced network engineers bring—particularly in high-risk change management scenarios where automation errors can cause widespread outages.
