Surfa Analytics vs mineru-vl-utils — Trust Score Comparison

Name: Surfa Analytics vs mineru-vl-utils Trust Comparison
Creator: Nerq

Side-by-side trust comparison of Surfa Analytics and mineru-vl-utils. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

Surfa Analytics scores 42.5/100 (E) while mineru-vl-utils scores 67.1/100 (C) on the Nerq Trust Score. mineru-vl-utils leads by 24.6 points. Surfa Analytics is a data tool with 3 stars. mineru-vl-utils is a uncategorized tool with 106 stars.

Surfa Analytics

42.5

Categorydata

Stars3

Sourcepulsemcp

Maintenance0

Documentation0

mineru-vl-utils

67.1

Categoryuncategorized

Stars106

Sourcegithub

Security0

Compliance100

Maintenance0

Documentation0

Detailed Metric Comparison

Metric	Surfa Analytics	mineru-vl-utils
Trust Score	42.5/100	67.1/100
Grade	E	C
Stars	3	106
Category	data	uncategorized
Security	N/A	0
Compliance	N/A	100
Maintenance	0	0
Documentation	0	0
EU AI Act Risk	N/A	N/A
Verified	No	No

Verdict

mineru-vl-utils leads with a trust score of 67.1/100 compared to Surfa Analytics's 42.5/100 (a 24.6-point difference). Both agents should be evaluated based on your specific requirements.

Detailed Analysis

Security

Security scores measure dependency vulnerabilities, CVE exposure, and security practices. Surfa Analytics scores N/A and mineru-vl-utils scores 0 on this dimension.

Maintenance & Activity

Surfa Analytics demonstrates stronger maintenance activity (0/100 vs 0/100). This metric captures commit frequency, issue response times, and release cadence. Actively maintained tools receive faster security patches and are less likely to accumulate technical debt.

Documentation

Surfa Analytics has better documentation (0/100 vs 0/100). Good documentation reduces onboarding time and helps teams adopt the tool safely. This score evaluates README completeness, API documentation, code examples, and tutorial availability.

Community & Adoption

Surfa Analytics has 3 GitHub stars while mineru-vl-utils has 106. mineru-vl-utils has significantly broader community adoption, which typically means more Stack Overflow answers, more third-party tutorials, and faster ecosystem development.

When to Choose Each Tool

Choose Surfa Analytics if you need:

Consider if it better fits your specific use case

Choose mineru-vl-utils if you need:

Higher overall trust score — more reliable for production use
Larger community (106 vs 3 stars)

Switching from Surfa Analytics to mineru-vl-utils (or vice versa)

When migrating between Surfa Analytics and mineru-vl-utils, consider these factors:

API Compatibility: Surfa Analytics (data) and mineru-vl-utils (uncategorized) serve different categories, so migration may require significant refactoring.
Security Review: Run a security audit after migration. Check the Surfa Analytics safety report and mineru-vl-utils safety report for known issues.
Testing: Ensure your test suite covers all integration points before switching in production.
Community Support: Surfa Analytics has 3 stars and mineru-vl-utils has 106. Larger communities typically mean better Stack Overflow answers and migration guides.

Surfa Analytics Safety Report mineru-vl-utils Safety Report Surfa Analytics Alternatives mineru-vl-utils Alternatives

Frequently Asked Questions

Which is safer, Surfa Analytics or mineru-vl-utils?

Based on Nerq's independent trust assessment, Surfa Analytics has a trust score of 42.5/100 (E) while mineru-vl-utils scores 67.1/100 (C). The 24.6-point difference suggests mineru-vl-utils has a stronger trust profile. Trust scores are based on security, compliance, maintenance, documentation, and community adoption.

How do Surfa Analytics and mineru-vl-utils compare on security?

Surfa Analytics has a security score of N/A/100 and mineru-vl-utils scores 0/100. There is a notable difference in their security assessments. Surfa Analytics's compliance score is N/A/100 (EU risk: N/A), while mineru-vl-utils's is 100/100 (EU risk: N/A).

Should I use Surfa Analytics or mineru-vl-utils?

The choice depends on your requirements. Surfa Analytics (data, 3 stars) and mineru-vl-utils (uncategorized, 106 stars) serve different use cases. On trust, Surfa Analytics scores 42.5/100 and mineru-vl-utils scores 67.1/100. Review the full KYA reports for each agent before making a decision. Consider factors like integration requirements, documentation quality (0 vs 0), and maintenance activity (0 vs 0).

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Last updated: 2026-04-26 | Data refreshed weekly
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.