1
LangSmith
LangSmith is the dedicated observability platform for LangChain, offering deep integration and specialized features for building, debugging, and deploying AI agents.
AI ToolBecomes the API
ClawMetry for OpenClaw Review
ClawMetry for OpenClaw is a real-time observability dashboard designed for monitoring OpenClaw AI agents, providing insights into agent behavior and resource usage.
shipped Feb 19, 2026aifreemium
1Offers a free plan for monitoring 1 OpenClaw node indefinitely.
2Pro plan available at $5 per node per month, extending data retention to 90 days.
3Features one-command installation (`pip install clawmetry`) and zero configuration setup.
4Launched in February/March 2026, gaining attention on Product Hunt.
Stork Quadrant
Becomes the API· 38/100
Replaceable as a UI, but kept alive as the API the agents call.
“An observability dashboard for AI agents is a thin UI layer over log ingestion and visualization — both of which LLMs and commodity tools already handle. There is no proprietary data, no network effect, no liability ownership. This will get absorbed by whatever platform hosts the agents.”
Defensibility · 0/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Summarize agent run logs and surface anomalies
- Generate charts and dashboards from structured telemetry data
- Explain why an AI agent failed or behaved unexpectedly
- Write alerting rules and thresholds for agent performance metrics
Agent-Readiness · 85/100
- Verified MCP— Stork MCP listing: cloudflare-mcp (confirmed)
- Listed on agent surfaces— anthropic_directory, cursor + Stork:cloudflare-mcp
- Usage-based pricing— pricing page heuristic match: https://www.cloudflare.com/pricing
- Headless agent auth
- Public OpenAPI— https://docs.cloudflare.com/openapi.json
- Active changelog— https://www.cloudflare.com/blog (2026-05-26)
- llms.txt— https://www.cloudflare.com/llms.txt
Score history · +20 pts over 2 re-scores
How to defend
Become the coordination layer between agent runs and the humans who approve or halt them — own the human-in-the-loop workflow with audit trails and sign-off records that carry liability weight. Alternatively, go deep on a regulated vertical like healthcare or finance where observability logs must meet compliance standards and someone has to sign off on them.
- Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
ClawMetry for OpenClaw at a Glance
About ClawMetry for OpenClaw
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overview
What is ClawMetry for OpenClaw?
ClawMetry for OpenClaw is a real-time observability dashboard tool developed by an open-source project that enables developers, data scientists, and operations teams to monitor OpenClaw AI agents. It provides detailed insights into AI workflows, agent behavior, and resource usage, offering a "Grafana for AI" experience. The platform supports real-time visibility into agent activities and comprehensive token cost tracking. It is designed to provide granular observability without complex setup, making it accessible across various platforms including macOS, Linux, Windows, and Raspberry Pi.
quick facts
Quick Facts
| Attribute | Value |
|---|---|
| Developer | Open-source project |
| Business Model | Freemium |
| Pricing | Free; Pro plan starts at $5/node/month |
| Platforms | macOS, Linux, Windows, Raspberry Pi |
| Integrations | Slack, Phone, PagerDuty, Telegram (Pro plan) |
| Founded | 2026 |
| HQ | Paris |
features
Key Features of ClawMetry for OpenClaw
ClawMetry for OpenClaw provides a suite of features designed to offer comprehensive real-time observability for OpenClaw AI agents. These capabilities aim to enhance debugging, cost optimization, and operational oversight for complex AI workflows.
- 1Real-time monitoring of OpenClaw AI agents and sub-agents.
- 2Token cost tracking by model and session to identify and optimize expenses.
- 3Full chain tracing of agent interactions, including context, tool-call logs, and session histories.
- 4Operational oversight with cron job monitoring and failure alerts.
- 5Tracking of memory file changes and a timeline of agent activities.
- 6Performance analysis of costs per session, model, and tool.
- 7One-command installation (`pip install clawmetry`) for ease of deployment.
- 8Zero configuration setup across macOS, Linux, Windows, and Raspberry Pi.
- 9End-to-end encryption for data security (included in Free plan).
- 10Approval policies with notifications and channel integrations (Slack, Phone, PagerDuty, Telegram) in the Pro plan.
- 11Flow architecture view, context inspector, and runtime timeline for advanced debugging (Pro plan).
- 12Memory editing and custom alert webhooks for enhanced control (Pro plan).
use cases
Who Should Use ClawMetry for OpenClaw?
ClawMetry for OpenClaw is specifically tailored for professionals working with OpenClaw AI agents who require granular visibility and control over their AI operations. Its design addresses the challenges of monitoring and debugging complex agentic workflows.
- 1AI Developers: For debugging complex AI workflows, understanding agent behavior, and tracing interactions with context and tool-call logs.
- 2Data Scientists: To analyze performance, optimize resource consumption, and track token costs across different models and sessions.
- 3Operations Teams: For real-time operational oversight, monitoring cron jobs with failure alerts, and tracking agent activities for incident response.
- 4AI Researchers: To gain granular observability into OpenClaw AI agent operations, facilitating experimentation and analysis without complex setup.
pricing
ClawMetry for OpenClaw Pricing & Plans
ClawMetry for OpenClaw operates on a freemium model, offering a robust free tier alongside a paid Pro plan that expands capabilities and data retention. The core tool is free and open-source, with the Pro plan providing advanced features for more demanding use cases.
- 1Free Plan: Monitors 1 OpenClaw node indefinitely. Includes an overview dashboard, 24 hours of "Brain feed" history, 7 days of token tracking, and end-to-end encryption. This plan is completely free with no licensing fees.
- 2Pro Plan: Costs $5 per node per month. This plan removes the 1-node monitoring limit, extends data retention to 90 days, and adds features such as approval policies with notifications, channel integrations (Slack, Phone, PagerDuty, Telegram), a Flow architecture view, context inspector, runtime timeline, memory editing, custom alert webhooks, budget limits, and priority support. A 7-day free trial is available for the Pro plan without requiring a credit card.
competitors
ClawMetry for OpenClaw vs Competitors
ClawMetry for OpenClaw occupies a specialized niche as an observability dashboard exclusively for OpenClaw AI agents. While other platforms offer broader AI observability, ClawMetry's strength lies in its deep integration and specific focus.
1
LangSmith is the dedicated observability platform for LangChain, offering deep integration and specialized features for building, debugging, and deploying AI agents.
LangSmith provides comprehensive tracing and real-time monitoring specifically for LLM applications and AI agents, including cost tracking and online evaluations. While ClawMetry focuses on OpenClaw agents, LangSmith is framework-agnostic but deeply integrated with LangChain, a prominent agent framework.
2
Phoenix is an open-source AI observability tool that excels in built-in evaluation metrics, drift detection, and trace analytics for ML models and generative AI.
Arize Phoenix offers an open-source solution for AI observability, including tracing and evaluation, which directly competes with ClawMetry's observability dashboard. Unlike ClawMetry's specific focus on OpenClaw, Phoenix is vendor and language agnostic, supporting various frameworks and LLM providers.
3
Braintrust↗
Braintrust is an AI observability platform that uniquely integrates evaluation directly into the agent observability workflow, enabling automated scoring and production feedback loops.
Braintrust provides real-time monitoring, comprehensive trace capture, and automated evaluation for AI agents, similar to ClawMetry's real-time dashboard. Its commercial nature suggests a freemium or tiered pricing model, aligning with ClawMetry's freemium offering, but it emphasizes evaluation more strongly.
4
Coralogix↗
Coralogix offers full-spectrum AI observability with unified dashboards, real-time traces, and infinite data retention, enabling continuous, in-stream analysis of AI interactions.
Coralogix provides a unified dashboard for visualizing AI agents, tracking costs, quality, and user impact in real-time, directly competing with ClawMetry's real-time observability dashboard. It offers broader AI ecosystem visibility and infinite retention, which might be a more comprehensive offering than a tool specifically for OpenClaw.
❓
Frequently Asked Questions
+What is ClawMetry for OpenClaw?
ClawMetry for OpenClaw is a real-time observability dashboard tool developed by an open-source project that enables developers, data scientists, and operations teams to monitor OpenClaw AI agents. It provides detailed insights into AI workflows, agent behavior, and resource usage, offering a "Grafana for AI" experience. The platform supports real-time visibility into agent activities and comprehensive token cost tracking.
+Is ClawMetry for OpenClaw free?
Yes, ClawMetry for OpenClaw offers a completely free plan that monitors 1 OpenClaw node indefinitely. This free tier includes an overview dashboard, 24 hours of "Brain feed" history, 7 days of token tracking, and end-to-end encryption. A Pro plan is available for $5 per node per month, which removes the node limit and extends data retention and features.
+What are the main features of ClawMetry for OpenClaw?
Key features of ClawMetry for OpenClaw include real-time monitoring of OpenClaw AI agents, token cost tracking, full chain tracing of agent interactions, operational oversight with cron job monitoring, memory file change tracking, and performance analysis. It also boasts one-command installation and zero configuration setup, with advanced features like approval policies and channel integrations available in the Pro plan.
+Who should use ClawMetry for OpenClaw?
ClawMetry for OpenClaw is primarily intended for AI developers, data scientists, and operations teams working with OpenClaw AI agents. It helps developers debug complex workflows, data scientists analyze performance and costs, and operations teams maintain real-time oversight and respond to alerts.
+How does ClawMetry for OpenClaw compare to alternatives?
ClawMetry for OpenClaw differentiates itself through its specific focus on OpenClaw AI agents, offering granular observability. Unlike general AI observability platforms like Arize Phoenix or Braintrust, which support broader ML/LLM ecosystems, ClawMetry provides deep integration for OpenClaw. It also differs from framework-specific tools like LangSmith (for LangChain) by targeting the OpenClaw runtime, and from comprehensive solutions like Coralogix by specializing rather than offering full-spectrum AI observability with infinite data retention.
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