ClawMetry for NVIDIA NemoClaw
ClawMetry for NemoClaw: Real-Time E2E Encrypted Fleet Observability and Token Tracking
ClawMetry is a powerful observability platform designed specifically for NVIDIA NemoClaw environments. It provides real-time monitoring of NemoClaw sandboxes, offering structured, persistent insights into agent activity, tool calls, and token usage. With end-to-end encryption, ClawMetry ensures that your telemetry remains private while providing a centralized dashboard for managing your entire fleet. It bridges the gap between ephemeral terminal outputs and production-grade monitoring, enabling developers to track memory changes, cron job statuses, and billing projections from any device. ClawMetry works seamlessly with OpenShell guardrails and requires only a single host command for full integration.
2026-04-03
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ClawMetry for NVIDIA NemoClaw Product Information
ClawMetry for NemoClaw: The Ultimate Observability Layer for AI Agents
In the rapidly evolving world of AI agents, visibility is the key to reliability. ClawMetry provides high-fidelity, real-time observability for NVIDIA NemoClaw, transforming ephemeral terminal sessions into structured, actionable insights. While NemoClaw offers a powerful terminal interface, ClawMetry extends this capability by providing a persistent cloud-synced dashboard that covers your entire fleet with industry-standard security.
What's ClawMetry?
ClawMetry is a specialized observability platform built specifically for NemoClaw environments. It allows developers and researchers to know exactly what is happening inside their NemoClaw sandboxes at any given moment. Unlike the standard built-in TUI which is terminal-only and temporary, ClawMetry delivers structured telemetry, tracking every tool call, token, and sandbox state.
By syncing data to an E2E encrypted cloud, ClawMetry ensures that you have a permanent record of agent behavior without sacrificing privacy. It is designed to run on the host machine, automatically applying observability policies to every NemoClaw instance, making it the go-to solution for production-scale AI agent deployments.
Key Features of ClawMetry for NemoClaw
Real-Time Live Agent Activity
Stop guessing what your agents are doing. ClawMetry provides a live feed of every tool call, sub-agent spawn, and execution step. This level of transparency is essential for debugging complex multi-agent workflows within the NemoClaw ecosystem.
End-to-End (E2E) Encryption
Security is a core pillar of the ClawMetry philosophy. All telemetry data is encrypted on your host machine before it is synced to the cloud. Because the encryption keys never leave your local environment, the ClawMetry team cannot access your prompts, responses, or API keys.
Token Cost and Billing Tracking
Manage your expenses effectively with granular token tracking. ClawMetry provides a per-call breakdown of token spend, daily totals, and monthly projections. This feature helps prevent "bill surprises" by giving you a clear view of the financial impact of your NemoClaw agents.
Advanced Memory Monitoring
Agent reliability often depends on the state of memory files like SOUL.md and MEMORY.md. ClawMetry monitors these files for unexpected changes or corruption, allowing you to intervene before an agent's logic fails.
Fleet-Wide Cron Job Status
Scheduled tasks are easy to track with the integrated cron job monitor. View the last run, next scheduled run, and any failure logs for all your NemoClaw agents in one centralized location, eliminating the need for manual SSH sessions.
OpenShell Guardrail Compatibility
ClawMetry is designed to work alongside OpenShell guardrails. It provides visibility into agent activity without bypassing or interfering with the security policies set within your NemoClaw sandbox.
How to Use ClawMetry
Setting up ClawMetry for your NemoClaw environment is a streamlined three-step process designed for host-level deployment.
- Installation on the Host: Run a single command on the host machine that is running NemoClaw. This automatically applies a network policy preset to every sandbox.
curl -fsSL https://clawmetry.com/install.sh | bash - Onboarding and Encryption: Generate your local encryption key to start the E2E encrypted sync. This ensures your telemetry stream remains private.
clawmetry onboard - Cloud Access: Open the web-based dashboard at
app.clawmetry.comto monitor your NemoClaw fleet from any browser, including mobile devices.
Note: If you have a NemoClaw agent already running, you can simply ask it to help with the installation by pasting the curl command into the PTY.
Use Cases
- Production Agent Monitoring: Move beyond the TUI for long-running agents. ClawMetry provides the structured logs and persistent history required for professional AI operations.
- Security Auditing: Use the upcoming policy visibility and drift detection to ensure that OpenShell security layers are active and haven't been modified unexpectedly.
- Cost Management: Startups and enterprises can use the token tracking feature to attribute costs to specific NemoClaw sessions and optimize their LLM usage.
- Remote Oversight: Approve or deny network egress requests from your phone via the ClawMetry Cloud without needing to access a terminal.
FAQ
Q: Does ClawMetry see my API keys or prompts? A: No. Thanks to E2E encryption, prompts, responses, and API keys are encrypted locally. Only the encrypted stream reaches the cloud, and only you hold the keys.
Q: Which versions of Python are supported? A: ClawMetry requires Python 3.8 or higher to run within the NemoClaw environment.
Q: Can I monitor multiple NemoClaw instances at once? A: Yes. By installing ClawMetry on the host machine, it covers your entire fleet. Every node will automatically appear in your cloud dashboard.
Q: Is there a mobile app? A: Currently, you can access the dashboard via any mobile browser. A dedicated mobile app is listed on the roadmap for future release.
Q: What is the licensing for ClawMetry? A: ClawMetry for OpenClaw is MIT licensed and built by vivekchand.
