Is Clawpanel Safe? — Trust Score: 75.2/100
According to Nerq's independent analysis of clawpanel, this devops has a trust score of 75.2 out of 100, earning a B grade. With 908 stars on github, it is recommended for production use. Security score: 0/100. Data sourced from 13+ independent signals including GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-03-18. Machine-readable data (JSON).
Is Clawpanel safe?
YES — Clawpanel has a Nerq Trust Score of 75.2/100 (B). It meets Nerq's trust threshold with strong signals across security, maintenance, and community adoption. Recommended for production use — review the full report below for specific considerations.
Trust Assessment
Trusted — clawpanel demonstrates strong trust signals. It meets the threshold for Nerq Verified status, indicating solid security practices, active maintenance, and a healthy ecosystem presence.
Trust Signal Breakdown
Details
| Author | qingchencloud |
| Category | devops |
| Stars | 908 |
| Source | https://github.com/qingchencloud/clawpanel |
| Frameworks | openai |
| Protocols | rest · websocket |
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What Is Clawpanel?
Clawpanel is a AI tool for DevOps, infrastructure, and deployment automation. OpenClaw AI Agent可视化管理面板，提供便捷的管理和自动化解决方案。
As of March 2026, Clawpanel has 908 stars on github, making it an emerging tool in the AI ecosystem. But popularity alone does not equal safety — which is why Nerq independently analyzes every tool across 13+ trust signals.
How Nerq Assesses Clawpanel's Safety
Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Clawpanel performs in each:
- Security (0/100): Clawpanel's security posture is poor. This score factors in known CVEs, dependency vulnerabilities, security policy presence, and code signing practices.
- Maintenance (1/100): Clawpanel is potentially abandoned. We track commit frequency, release cadence, issue response times, and PR merge rates.
- Documentation (1/100): Documentation quality is insufficient. This includes README completeness, API documentation, usage examples, and contribution guidelines.
- Community (1/100): Community adoption is limited. Based on GitHub stars, forks, download counts, and ecosystem integrations.
The overall Trust Score of 75.2/100 (B) reflects the weighted combination of these signals. This exceeds the Nerq Verified threshold of 70, indicating the tool meets our standards for production use.
Who Should Use Clawpanel?
Clawpanel is designed for:
- Developers and teams working with devops tools
- Organizations evaluating AI tools for their stack
- Researchers exploring AI capabilities in this domain
Risk guidance: Clawpanel meets the minimum threshold for production use, but we recommend monitoring for security advisories and keeping dependencies up to date. Consider implementing additional guardrails for sensitive workloads.
How to Verify Clawpanel's Safety Yourself
While Nerq provides automated trust analysis, we recommend these additional steps before adopting any AI tool:
- Check the source code — Review the repository's security policy, open issues, and recent commits for signs of active maintenance.
- Scan dependencies — Use tools like
npm audit,pip-audit, orsnykto check for known vulnerabilities in Clawpanel's dependency tree. - Review permissions — Understand what access Clawpanel requires. AI tools should follow the principle of least privilege.
- Test in isolation — Run Clawpanel in a sandboxed environment before granting access to production data or systems.
- Monitor continuously — Use Nerq's API to set up automated trust checks:
GET nerq.ai/v1/preflight?target=clawpanel - Review the license — Confirm that Clawpanel's license is compatible with your intended use case. Pay attention to restrictions on commercial use, redistribution, and derivative works. Some AI tools use dual licensing or have separate terms for enterprise customers that differ from the open-source license.
- Check community signals — Look at the project's issue tracker, discussion forums, and social media presence. A healthy community actively reports bugs, contributes fixes, and discusses security concerns openly. Low community engagement may indicate limited peer review of the codebase.
Common Safety Concerns with Clawpanel
When evaluating whether Clawpanel is safe, consider these category-specific risks:
Understand how Clawpanel processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Clawpanel's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.
Regularly check for updates to Clawpanel. Security patches and bug fixes are only effective if you're running the latest version.
If Clawpanel connects to external APIs or services, each integration point is a potential attack surface. Audit all third-party connections, verify that data shared with external services is minimized, and ensure that integration credentials are rotated regularly.
Verify that Clawpanel's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Clawpanel in violation of its license can expose your organization to legal liability.
Best Practices for Using Clawpanel Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Clawpanel while minimizing risk:
Periodically review how Clawpanel is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.
Ensure Clawpanel and all its dependencies are running the latest stable versions to benefit from security patches.
Grant Clawpanel only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Clawpanel's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Clawpanel is used within your organization, including data handling guidelines and acceptable use cases.
When Should You Avoid Clawpanel?
Even well-trusted tools aren't right for every situation. Consider avoiding Clawpanel in these scenarios:
- Scenarios where Clawpanel's specific capabilities exceed your actual needs — simpler tools may be safer
- Air-gapped environments where the tool cannot receive security updates
- Projects with strict regulatory requirements that haven't been explicitly validated
For each scenario, evaluate whether Clawpanel's trust score of 75.2/100 meets your organization's risk tolerance. The Nerq Verified status indicates general production readiness, but sector-specific requirements may apply.
How Clawpanel Compares to Industry Standards
Nerq indexes over 204,000 AI agents and tools across dozens of categories. Among DevOps tools, the average Trust Score is 63/100. Clawpanel's score of 75.2/100 is significantly above the category average of 63/100.
This places Clawpanel in the top tier of DevOps tools that Nerq tracks. Tools scoring this far above average typically demonstrate mature security practices, consistent release cadence, and broad community adoption.
Industry benchmarks matter because they contextualize a tool's safety profile. A score that looks moderate in isolation may actually represent strong performance within a challenging category — or vice versa. Nerq's category-relative analysis helps teams make informed decisions by showing not just absolute quality, but how a tool ranks against its direct peers.
Trust Score History
Nerq continuously monitors Clawpanel and recalculates its Trust Score as new data becomes available. Our scoring engine ingests real-time signals from source repositories, vulnerability databases (NVD, OSV.dev), package registries, and community metrics. When a new CVE is published, a major release ships, or maintenance patterns change, Clawpanel's score is updated within 24 hours.
Historical trust trends reveal whether a tool is improving, stable, or declining over time. A tool that consistently maintains or improves its score demonstrates ongoing commitment to security and quality. Conversely, a downward trend may signal reduced maintenance, growing technical debt, or unresolved vulnerabilities. To track Clawpanel's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=clawpanel&include=history
Nerq retains trust score snapshots at regular intervals, enabling trend analysis across weeks and months. Enterprise users can access detailed historical reports showing how each dimension — security, maintenance, documentation, compliance, and community — has evolved independently, providing granular visibility into which aspects of Clawpanel are strengthening or weakening over time.
Clawpanel vs Alternatives
In the devops category, Clawpanel scores 75.2/100. It ranks among the top tools in its category. For a detailed comparison, see:
- Clawpanel vs ansible — Trust Score: 84.3/100
- Clawpanel vs Flowise — Trust Score: 78.1/100
- Clawpanel vs continue — Trust Score: 85.6/100
Key Takeaways
- Clawpanel has a Trust Score of 75.2/100 (B) and is Nerq Verified.
- Clawpanel meets the minimum threshold for production deployment, though monitoring and additional guardrails are recommended.
- Among DevOps tools, Clawpanel scores significantly above the category average of 63/100, demonstrating above-average reliability.
- Always verify safety independently — use Nerq's Preflight API for automated, up-to-date trust checks before integration.
Frequently Asked Questions
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Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.