Is Youtube Intelligence Safe?
Youtube Intelligence — Nerq Trust Score 44.7/100 (E grade). Based on analysis of 3 trust dimensions, it is has notable safety concerns. Last updated: 2026-05-13.
Exercise caution with Youtube Intelligence. Youtube Intelligence is a software tool with a Nerq Trust Score of 44.7/100 (E), based on 3 independent data dimensions. Below the recommended threshold of 70. Maintenance: 0/100. Popularity: 0/100. Data sourced from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-05-13. Machine-readable data (JSON).
Is Youtube Intelligence safe?
NO — USE WITH CAUTION — Youtube Intelligence has a Nerq Trust Score of 44.7/100 (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.
What is Youtube Intelligence's trust score?
Youtube Intelligence has a Nerq Trust Score of 44.7/100, earning a E grade. This score is based on 3 independently measured dimensions including security, maintenance, and community adoption.
What are the key security findings for Youtube Intelligence?
Youtube Intelligence's strongest signal is maintenance at 0/100. No known vulnerabilities have been detected. It has not yet reached the Nerq Verified threshold of 70+.
What is Youtube Intelligence and who maintains it?
| Author | https://github.com/janghyuckyun/mcp-youtube-intelligence |
| Category | Content |
| Stars | 41 |
| Source | https://github.com/janghyuckyun/mcp-youtube-intelligence |
Popular Alternatives in content
What Is Youtube Intelligence?
Youtube Intelligence is a software tool in the content category: YouTube Intelligence extracts and summarizes YouTube video content for research.. It has 41 GitHub stars. Nerq Trust Score: 45/100 (E).
Nerq independently analyzes every software tool, app, and extension across multiple trust signals including security vulnerabilities, maintenance activity, license compliance, and community adoption.
How Nerq Assesses Youtube Intelligence's Safety
Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Youtube Intelligence performs in each:
- Maintenance (0/100): Youtube Intelligence 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 44.7/100 (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 Youtube Intelligence?
Youtube Intelligence is designed for:
- Developers and teams working with content tools
- Organizations evaluating AI tools for their stack
- Researchers exploring AI capabilities in this domain
Risk guidance: We recommend caution with Youtube Intelligence. 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 Youtube Intelligence's Safety Yourself
While Nerq provides automated trust analysis, we recommend these additional steps before adopting any software 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 Youtube Intelligence's dependency tree. - Review permissions — Understand what access Youtube Intelligence requires. Software tools should follow the principle of least privilege.
- Test in isolation — Run Youtube Intelligence 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=YouTube Intelligence - Review the license — Confirm that Youtube Intelligence'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 Youtube Intelligence
When evaluating whether Youtube Intelligence is safe, consider these category-specific risks:
Understand how Youtube Intelligence processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Youtube Intelligence's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.
Regularly check for updates to Youtube Intelligence. Security patches and bug fixes are only effective if you're running the latest version.
If Youtube Intelligence 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 Youtube Intelligence's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Youtube Intelligence in violation of its license can expose your organization to legal liability.
Best Practices for Using Youtube Intelligence Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Youtube Intelligence while minimizing risk:
Periodically review how Youtube Intelligence is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.
Ensure Youtube Intelligence and all its dependencies are running the latest stable versions to benefit from security patches.
Grant Youtube Intelligence only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Youtube Intelligence's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Youtube Intelligence is used within your organization, including data handling guidelines and acceptable use cases.
When Should You Avoid Youtube Intelligence?
Even promising tools aren't right for every situation. Consider avoiding Youtube Intelligence 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 Youtube Intelligence's trust score of 44.7/100 meets your organization's risk tolerance. We recommend running a manual security assessment alongside the automated Nerq score.
How Youtube Intelligence Compares to Industry Standards
Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among content tools, the average Trust Score is 62/100. Youtube Intelligence's score of 44.7/100 is below the category average of 62/100.
This suggests that Youtube Intelligence trails behind many comparable content 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 Youtube Intelligence 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, Youtube Intelligence'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 Youtube Intelligence's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=YouTube Intelligence&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 Youtube Intelligence are strengthening or weakening over time.
Youtube Intelligence vs Alternatives
In the content category, Youtube Intelligence scores 44.7/100. There are higher-scoring alternatives available. For a detailed comparison, see:
- Youtube Intelligence vs prompt-optimizer — Trust Score: 67.1/100
- Youtube Intelligence vs AudioGPT — Trust Score: 72.0/100
- Youtube Intelligence vs magika — Trust Score: 61.6/100
Key Takeaways
- Youtube Intelligence has a Trust Score of 44.7/100 (E) and is not yet Nerq Verified.
- Youtube Intelligence has significant trust gaps. Consider higher-rated alternatives unless specific requirements mandate its use.
- Among content tools, Youtube Intelligence 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.
Detailed Score Analysis
| Dimension | Score |
|---|---|
| Maintenance | 0/100 |
| Popularity | 0/100 |
Based on 2 dimensions. Data from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard.
What data does Youtube Intelligence collect?
Privacy assessment for Youtube Intelligence is not yet available. See our methodology for how Nerq measures privacy, or the public privacy review for any community-contributed notes.
Is Youtube Intelligence secure?
Security score: under assessment. Review security practices and consider alternatives with higher security scores for sensitive use cases.
Nerq monitors this entity against NVD, OSV.dev, and registry-specific vulnerability databases for ongoing security assessment.
Full analysis: Youtube Intelligence Security Report
How we calculated this score
Youtube Intelligence's trust score of 44.7/100 (E) is computed from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. The score reflects 2 independent dimensions: maintenance (0/100), popularity (0/100). Each dimension is weighted equally to produce the composite trust score.
Nerq analyzes over 7.5 million entities across 26 registries using the same methodology, enabling direct cross-entity comparison. Scores are updated continuously as new data becomes available.
This page was last reviewed on May 13, 2026. Data version: 1.0.
Full methodology documentation · Machine-readable data (JSON API)
Frequently Asked Questions
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See Also
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.