Charly Memory Cache vs MinerU — Trust Score Comparison

Side-by-side trust comparison of Charly Memory Cache and MinerU. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

Charly Memory Cache scores 66.5/100 (E) while MinerU scores 80.4/100 (B) on the Nerq Trust Score. MinerU leads by 13.9 points. Charly Memory Cache is a data agent with 22 stars. MinerU is a data agent with 54,130 stars, Nerq Verified.
66.5
E
Categorydata
Stars22
Sourcepulsemcp
Maintenance0
Documentation0
vs
80.4
B verified
Categorydata
Stars54,130
Sourcegithub
Security1
Compliance100
Maintenance1
Documentation1

Detailed Metric Comparison

Metric Charly Memory Cache MinerU
Trust Score66.5/10080.4/100
GradeEB
Stars2254,130
Categorydatadata
SecurityN/A1
ComplianceN/A100
Maintenance01
Documentation01
EU AI Act RiskN/Aminimal
VerifiedNoYes

Verdict

MinerU leads with a trust score of 80.4/100 compared to Charly Memory Cache's 66.5/100 (a 13.9-point difference). MinerU scores higher on maintenance (1 vs 0). Both agents should be evaluated based on your specific requirements.

Detailed Analysis

Security

Security scores measure dependency vulnerabilities, CVE exposure, and security practices. Charly Memory Cache scores N/A and MinerU scores 1 on this dimension.

Maintenance & Activity

MinerU demonstrates stronger maintenance activity (1/100 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

MinerU has better documentation (1/100 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

Charly Memory Cache has 22 GitHub stars while MinerU has 54,130. MinerU 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 Charly Memory Cache if you need:

  • Consider if it better fits your specific use case

Choose MinerU if you need:

  • Higher overall trust score — more reliable for production use
  • Stronger security profile with fewer known vulnerabilities
  • More actively maintained with faster release cadence
  • Larger community (54,130 vs 22 stars)
  • Better documentation for faster onboarding

Switching from Charly Memory Cache to MinerU (or vice versa)

When migrating between Charly Memory Cache and MinerU, consider these factors:

  1. API Compatibility: Charly Memory Cache (data) and MinerU (data) share similar interfaces since they are in the same category.
  2. Security Review: Run a security audit after migration. Check the Charly Memory Cache safety report and MinerU safety report for known issues.
  3. Testing: Ensure your test suite covers all integration points before switching in production.
  4. Community Support: Charly Memory Cache has 22 stars and MinerU has 54,130. Larger communities typically mean better Stack Overflow answers and migration guides.
Charly Memory Cache Safety Report MinerU Safety Report Charly Memory Cache Alternatives MinerU Alternatives

Related Pages

Frequently Asked Questions

Which is safer, Charly Memory Cache or MinerU?
Based on Nerq's independent trust assessment, Charly Memory Cache has a trust score of 66.5/100 (E) while MinerU scores 80.4/100 (B). The 13.9-point difference suggests MinerU has a stronger trust profile. Trust scores are based on security, compliance, maintenance, documentation, and community adoption.
How do Charly Memory Cache and MinerU compare on security?
Charly Memory Cache has a security score of N/A/100 and MinerU scores 1/100. There is a notable difference in their security assessments. Charly Memory Cache's compliance score is N/A/100 (EU risk: N/A), while MinerU's is 100/100 (EU risk: minimal).
Should I use Charly Memory Cache or MinerU?
The choice depends on your requirements. Charly Memory Cache (data, 22 stars) and MinerU (data, 54,130 stars) serve similar use cases. On trust, Charly Memory Cache scores 66.5/100 and MinerU scores 80.4/100. Review the full KYA reports for each agent before making a decision. Consider factors like integration requirements, documentation quality (0 vs 1), and maintenance activity (0 vs 1).

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Last updated: 2026-11-14 | 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.

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