Code-Feedback vs cognee — Trust Score Comparison

Name: Code-Feedback vs cognee Trust Comparison
Creator: Nerq

Side-by-side trust comparison of Code-Feedback and cognee. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

Code-Feedback scores 0.0/100 (D) while cognee scores 0.0/100 (A) on the Nerq Trust Score. The two agents are essentially tied on overall trust. Code-Feedback is a coding agent with 223 stars. cognee is a coding agent with 12,475 stars.

Code-Feedback

0.0

Categorycoding

Stars223

Sourcehuggingface_dataset_v2

Compliance100

Maintenance0

Documentation0

cognee

0.0

Categorycoding

Stars12,475

Sourcegithub

Security1

Compliance100

Maintenance1

Documentation1

Detailed Metric Comparison

Metric	Code-Feedback	cognee
Trust Score	0.0/100	0.0/100
Grade	D	A
Stars	223	12,475
Category	coding	coding
Security	N/A	1
Compliance	100	100
Maintenance	0	1
Documentation	0	1
EU AI Act Risk	minimal	N/A
Verified	No	No

Verdict

Code-Feedback (0.0) and cognee (0.0) have nearly identical trust scores. Both are solid choices. The decision should come down to your specific use case, team preferences, and integration requirements rather than trust differences.

Detailed Analysis

Security

Security scores measure dependency vulnerabilities, CVE exposure, and security practices. Code-Feedback scores N/A and cognee scores 1 on this dimension.

Maintenance & Activity

cognee 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

cognee 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

Code-Feedback has 223 GitHub stars while cognee has 12,475. cognee 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 Code-Feedback if you need:

Consider if it better fits your specific use case

Choose cognee if you need:

Stronger security profile with fewer known vulnerabilities
More actively maintained with faster release cadence
Larger community (12,475 vs 223 stars)
Better documentation for faster onboarding

Switching from Code-Feedback to cognee (or vice versa)

When migrating between Code-Feedback and cognee, consider these factors:

API Compatibility: Code-Feedback (coding) and cognee (coding) share similar interfaces since they are in the same category.
Security Review: Run a security audit after migration. Check the Code-Feedback safety report and cognee safety report for known issues.
Testing: Ensure your test suite covers all integration points before switching in production.
Community Support: Code-Feedback has 223 stars and cognee has 12,475. Larger communities typically mean better Stack Overflow answers and migration guides.

Code-Feedback Safety Report cognee Safety Report Code-Feedback Alternatives cognee Alternatives

Frequently Asked Questions

Which is safer, Code-Feedback or cognee?

Based on Nerq's independent trust assessment, Code-Feedback has a trust score of 0.0/100 (D) while cognee scores 0.0/100 (A). Both agents are very close in overall trust. Trust scores are based on security, compliance, maintenance, documentation, and community adoption.

How do Code-Feedback and cognee compare on security?

Code-Feedback has a security score of N/A/100 and cognee scores 1/100. There is a notable difference in their security assessments. Code-Feedback's compliance score is 100/100 (EU risk: minimal), while cognee's is 100/100 (EU risk: N/A).

Should I use Code-Feedback or cognee?

The choice depends on your requirements. Code-Feedback (coding, 223 stars) and cognee (coding, 12,475 stars) serve similar use cases. On trust, Code-Feedback scores 0.0/100 and cognee scores 0.0/100. 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: 2026-08-23 | 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.