atomic-agents vs magicoder — Trust Score Comparison

Name: atomic-agents vs magicoder Trust Comparison
Creator: Nerq

Side-by-side trust comparison of atomic-agents and magicoder. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

atomic-agents scores 0.0/100 (A) while magicoder scores 0.0/100 (D) on the Nerq Trust Score. The two agents are essentially tied on overall trust. atomic-agents is a coding agent with 5,687 stars. magicoder is a coding agent with 11 stars.

atomic-agents

0.0

Categorycoding

Stars5,687

Sourcegithub

Security1

Compliance100

Maintenance1

Documentation1

magicoder

0.0

Categorycoding

Stars11

Sourcehuggingface_author2

Compliance87

Maintenance0

Documentation0

Detailed Metric Comparison

Metric	atomic-agents	magicoder
Trust Score	0.0/100	0.0/100
Grade	A	D
Stars	5,687	11
Category	coding	coding
Security	1	N/A
Compliance	100	87
Maintenance	1	0
Documentation	1	0
EU AI Act Risk	N/A	N/A
Verified	No	No

Verdict

atomic-agents (0.0) and magicoder (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. atomic-agents scores 1 and magicoder scores N/A on this dimension.

Maintenance & Activity

atomic-agents 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

atomic-agents 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

atomic-agents has 5,687 GitHub stars while magicoder has 11. atomic-agents 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 atomic-agents if you need:

Stronger security profile with fewer known vulnerabilities
More actively maintained with faster release cadence
Larger community (5,687 vs 11 stars)
Better documentation for faster onboarding

Choose magicoder if you need:

Consider if it better fits your specific use case

Switching from atomic-agents to magicoder (or vice versa)

When migrating between atomic-agents and magicoder, consider these factors:

API Compatibility: atomic-agents (coding) and magicoder (coding) share similar interfaces since they are in the same category.
Security Review: Run a security audit after migration. Check the atomic-agents safety report and magicoder safety report for known issues.
Testing: Ensure your test suite covers all integration points before switching in production.
Community Support: atomic-agents has 5,687 stars and magicoder has 11. Larger communities typically mean better Stack Overflow answers and migration guides.

atomic-agents Safety Report magicoder Safety Report atomic-agents Alternatives magicoder Alternatives

Frequently Asked Questions

Which is safer, atomic-agents or magicoder?

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

How do atomic-agents and magicoder compare on security?

atomic-agents has a security score of 1/100 and magicoder scores N/A/100. There is a notable difference in their security assessments. atomic-agents's compliance score is 100/100 (EU risk: N/A), while magicoder's is 87/100 (EU risk: N/A).

Should I use atomic-agents or magicoder?

The choice depends on your requirements. atomic-agents (coding, 5,687 stars) and magicoder (coding, 11 stars) serve similar use cases. On trust, atomic-agents scores 0.0/100 and magicoder scores 0.0/100. Review the full KYA reports for each agent before making a decision. Consider factors like integration requirements, documentation quality (1 vs 0), and maintenance activity (1 vs 0).

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Last updated: 2026-09-04 | 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.