Is Openrouter Image Analysis Safe? — Trust Score: 42.5/100
Why This Score
- Maintenance: 0/100 — low maintenance activity
- Documentation: 0/100 — limited documentation
- Popularity: 0/100 — 4 stars on pulsemcp
According to Nerq's independent analysis of OpenRouter Image Analysis, this design has a trust score of 42.5 out of 100, earning a E grade. With 4 stars on pulsemcp, it is below the recommended threshold of 70. Data sourced from 13+ independent signals including GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-03-19. Machine-readable data (JSON).
Is Openrouter Image Analysis safe?
NO — USE WITH CAUTION — Openrouter Image Analysis has a Nerq Trust Score of 42.5/100 (E). It has below-average trust signals with significant gaps in security, maintenance, or documentation. Not recommended for production use without thorough manual review and additional security measures.
Trust Assessment
Caution — OpenRouter Image Analysis has below-average trust signals. There may be concerns around maintenance frequency, security practices, or ecosystem adoption. Proceed with care and conduct additional due diligence.
Trust Signal Breakdown
Details
| Author | https://github.com/jonathanjude/openrouter-image-mcp |
| Category | design |
| Stars | 4 |
| Source | https://github.com/jonathanjude/openrouter-image-mcp |
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What Is Openrouter Image Analysis?
Openrouter Image Analysis is a AI tool in the design category. Provides image analysis for general purposes, webpage screenshots, and mobile app designs.
As of March 2026, Openrouter Image Analysis is available on pulsemcp, 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 Openrouter Image Analysis's Safety
Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Openrouter Image Analysis performs in each:
- Maintenance (0/100): Openrouter Image Analysis is potentially abandoned. We track commit frequency, release cadence, issue response times, and PR merge rates.
- Documentation (0/100): Documentation quality is insufficient. This includes README completeness, API documentation, usage examples, and contribution guidelines.
- Community (0/100): Community adoption is limited. Based on GitHub stars, forks, download counts, and ecosystem integrations.
The overall Trust Score of 42.5/100 (E) reflects the weighted combination of these signals. This is below the Nerq Verified threshold of 70. We recommend additional due diligence before production deployment.
Who Should Use Openrouter Image Analysis?
Openrouter Image Analysis is designed for:
- Designers using AI to accelerate visual content creation
- Creative teams generating concept art and prototypes
- Developers building applications with AI-powered image generation
- Content creators producing visual media for digital platforms
Risk guidance: We recommend caution with Openrouter Image Analysis. The low trust score suggests potential risks in security, maintenance, or community support. Consider using a more established alternative for any production or sensitive workload.
How to Verify Openrouter Image Analysis'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 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 Openrouter Image Analysis's dependency tree. - Review permissions — Understand what access Openrouter Image Analysis requires. AI tools should follow the principle of least privilege.
- Test in isolation — Run Openrouter Image Analysis 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=OpenRouter Image Analysis - Review the license — Confirm that Openrouter Image Analysis'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 Openrouter Image Analysis
When evaluating whether Openrouter Image Analysis is safe, consider these category-specific risks:
Understand how Openrouter Image Analysis processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Openrouter Image Analysis's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.
Regularly check for updates to Openrouter Image Analysis. Security patches and bug fixes are only effective if you're running the latest version.
If Openrouter Image Analysis 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 Openrouter Image Analysis's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Openrouter Image Analysis in violation of its license can expose your organization to legal liability.
Best Practices for Using Openrouter Image Analysis Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Openrouter Image Analysis while minimizing risk:
Periodically review how Openrouter Image Analysis is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.
Ensure Openrouter Image Analysis and all its dependencies are running the latest stable versions to benefit from security patches.
Grant Openrouter Image Analysis only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Openrouter Image Analysis's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Openrouter Image Analysis is used within your organization, including data handling guidelines and acceptable use cases.
When Should You Avoid Openrouter Image Analysis?
Even promising tools aren't right for every situation. Consider avoiding Openrouter Image Analysis in these scenarios:
- Production environments handling sensitive customer data
- Regulated industries (healthcare, finance, government) without additional compliance review
- Mission-critical systems where downtime has significant business impact
For each scenario, evaluate whether Openrouter Image Analysis's trust score of 42.5/100 meets your organization's risk tolerance. We recommend running a manual security assessment alongside the automated Nerq score.
How Openrouter Image Analysis Compares to Industry Standards
Nerq indexes over 204,000 AI agents and tools across dozens of categories. Among design tools, the average Trust Score is 62/100. Openrouter Image Analysis's score of 42.5/100 is below the category average of 62/100.
This suggests that Openrouter Image Analysis trails behind many comparable design tools. Organizations with strict security requirements should evaluate whether higher-scoring alternatives better meet their needs.
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 Openrouter Image Analysis 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, Openrouter Image Analysis'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 Openrouter Image Analysis's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=OpenRouter Image Analysis&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 Openrouter Image Analysis are strengthening or weakening over time.
Openrouter Image Analysis vs Alternatives
In the design category, Openrouter Image Analysis scores 42.5/100. There are higher-scoring alternatives available. For a detailed comparison, see:
- Openrouter Image Analysis vs InvokeAI — Trust Score: 73.8/100
- Openrouter Image Analysis vs onlook — Trust Score: 73.8/100
- Openrouter Image Analysis vs Figma Context — Trust Score: 51.9/100
Key Takeaways
- Openrouter Image Analysis has a Trust Score of 42.5/100 (E) and is not yet Nerq Verified.
- Openrouter Image Analysis has significant trust gaps. Consider higher-rated alternatives unless specific requirements mandate its use.
- Among design tools, Openrouter Image Analysis scores below the category average of 62/100, suggesting room for improvement relative to peers.
- Always verify safety independently — use Nerq's Preflight API for automated, up-to-date trust checks before integration.
Safer Alternatives
Higher-rated design agents you may want to consider:
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.