gcloud-mcp vs mcp-server-browserbase — Trust Score Comparison

Side-by-side trust comparison of gcloud-mcp and mcp-server-browserbase. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

gcloud-mcp scores 81.2/100 (D) while mcp-server-browserbase scores 70.4/100 (B) on the Nerq Trust Score. gcloud-mcp leads by 10.8 points. gcloud-mcp is a infrastructure agent with 0 stars, Nerq Verified. mcp-server-browserbase is a infrastructure agent with 3,116 stars, Nerq Verified.
81.2
D verified
Categoryinfrastructure
Stars0
Sourcegithub
Security1
Compliance87
Maintenance1
Documentation1
vs
70.4
B verified
Categoryinfrastructure
Stars3,116
Sourcemcp
Security0
Compliance100
Maintenance0
Documentation0

Detailed Metric Comparison

Metric gcloud-mcp mcp-server-browserbase
Trust Score81.2/10070.4/100
GradeDB
Stars03,116
Categoryinfrastructureinfrastructure
Security10
Compliance87100
Maintenance10
Documentation10
EU AI Act Riskminimalminimal
VerifiedYesYes

Verdict

gcloud-mcp leads with a trust score of 81.2/100 compared to mcp-server-browserbase's 70.4/100 (a 10.8-point difference). gcloud-mcp scores higher on security (1 vs 0), maintenance (1 vs 0). However, mcp-server-browserbase has stronger community adoption (3,116 vs 0 stars). Both agents should be evaluated based on your specific requirements.

Detailed Analysis

Security

gcloud-mcp leads on security with a score of 1/100 compared to mcp-server-browserbase'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

gcloud-mcp 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

gcloud-mcp 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

gcloud-mcp has 0 GitHub stars while mcp-server-browserbase has 3,116. mcp-server-browserbase 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 gcloud-mcp 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
  • Better documentation for faster onboarding

Choose mcp-server-browserbase if you need:

  • Larger community (3,116 vs 0 stars)

Switching from gcloud-mcp to mcp-server-browserbase (or vice versa)

When migrating between gcloud-mcp and mcp-server-browserbase, consider these factors:

  1. API Compatibility: gcloud-mcp (infrastructure) and mcp-server-browserbase (infrastructure) share similar interfaces since they are in the same category.
  2. Security Review: Run a security audit after migration. Check the gcloud-mcp safety report and mcp-server-browserbase safety report for known issues.
  3. Testing: Ensure your test suite covers all integration points before switching in production.
  4. Community Support: gcloud-mcp has 0 stars and mcp-server-browserbase has 3,116. Larger communities typically mean better Stack Overflow answers and migration guides.
gcloud-mcp Safety Report mcp-server-browserbase Safety Report gcloud-mcp Alternatives mcp-server-browserbase Alternatives

Related Pages

Frequently Asked Questions

Which is safer, gcloud-mcp or mcp-server-browserbase?
Based on Nerq's independent trust assessment, gcloud-mcp has a trust score of 81.2/100 (D) while mcp-server-browserbase scores 70.4/100 (B). The 10.8-point difference suggests gcloud-mcp has a stronger trust profile. Trust scores are based on security, compliance, maintenance, documentation, and community adoption.
How do gcloud-mcp and mcp-server-browserbase compare on security?
gcloud-mcp has a security score of 1/100 and mcp-server-browserbase scores 0/100. Both have comparable security profiles. gcloud-mcp's compliance score is 87/100 (EU risk: minimal), while mcp-server-browserbase's is 100/100 (EU risk: minimal).
Should I use gcloud-mcp or mcp-server-browserbase?
The choice depends on your requirements. gcloud-mcp (infrastructure, 0 stars) and mcp-server-browserbase (infrastructure, 3,116 stars) serve similar use cases. On trust, gcloud-mcp scores 81.2/100 and mcp-server-browserbase scores 70.4/100. 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: 2026-06-22 | 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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