firecrawl-mcp-server vs ragflow — Trust Score Comparison
Side-by-side trust comparison of firecrawl-mcp-server and ragflow. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.
Detailed Metric Comparison
| Metric | firecrawl-mcp-server | ragflow |
|---|---|---|
| Trust Score | 65.5/100 | 67.4/100 |
| Grade | B- | B- |
| Stars | 5,550 | 73,683 |
| Category | infrastructure | infrastructure |
| Security | 0 | 1 |
| Compliance | 100 | 100 |
| Maintenance | 1 | 1 |
| Documentation | 0 | 1 |
| EU AI Act Risk | minimal | N/A |
| Verified | No | No |
Verdict
firecrawl-mcp-server (65.5) and ragflow (67.4) 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
ragflow leads on security with a score of 1/100 compared to firecrawl-mcp-server's 0/100. This score reflects dependency vulnerability analysis, known CVE exposure, and security best practices. A higher security score means fewer known vulnerabilities and better security hygiene in the codebase.
Maintenance & Activity
firecrawl-mcp-server demonstrates stronger maintenance activity (1/100 vs 1/100). 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
ragflow 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
firecrawl-mcp-server has 5,550 GitHub stars while ragflow has 73,683. ragflow 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 firecrawl-mcp-server if you need:
- Consider if it better fits your specific use case
Choose ragflow if you need:
- Higher overall trust score — more reliable for production use
- Stronger security profile with fewer known vulnerabilities
- Larger community (73,683 vs 5,550 stars)
- Better documentation for faster onboarding
Switching from firecrawl-mcp-server to ragflow (or vice versa)
When migrating between firecrawl-mcp-server and ragflow, consider these factors:
- API Compatibility: firecrawl-mcp-server (infrastructure) and ragflow (infrastructure) share similar interfaces since they are in the same category.
- Security Review: Run a security audit after migration. Check the firecrawl-mcp-server safety report and ragflow safety report for known issues.
- Testing: Ensure your test suite covers all integration points before switching in production.
- Community Support: firecrawl-mcp-server has 5,550 stars and ragflow has 73,683. Larger communities typically mean better Stack Overflow answers and migration guides.
Related Pages
Frequently Asked Questions
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Last updated: 2026-05-27 | 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.