How MCP Toolbox for Databases scored an A+.

• code

  92/100
  • ✓ Contributors & bus-factor: 31 recent contributors
  • ✓ Commit recency: last commit 1d ago
  • ✓ Commit cadence: 231 commits in 90 days
  • ✓ Issue close ratio: 80% of issues closed
  • ✓ Release cadence: 31 releases in 12 months
  • ✓ Stars (log-damped): 16,707 stars (log-damped)
  • – Star authenticity: star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo
  • – Dependent repos: not measurable — no package listing on a registry we can query

• identity

  80/100
  • ✓ Organisation: Built by Google · notable organization (verified: Org profile shows a Verified badge for opensource.google and google.com; profile website https://opensource.google/, description "Google <3 Open Source", location United States of America. Mapped orgs google-gemini (no badge; links ai.google.dev/gemini-api/docs, description "Get started building with the Gemini API") and googleapis (no badge; links googleapis.github.io, description "Clients for Google APIs and tools that help produce them.").)

• audits

  Not measured
  • – Third-party scans: no third-party scan data from listed registries

• freshness

  100/100
  • ✓ Last shipped: last commit 1d ago — standard-churn tools are expected to ship about every 120d

• community

  36/100
  • – Recommends: no recommends from gate-passing builders yet
  • ✓ Hacker News mentions: 2 Hacker News stories pointing at this tool
  • – Signal depth: sparse data — this is an early reading from very few data points

Identity and Community did not lower this score. Identity and Community can only ever add. They did not raise the average for MCP Toolbox for Databases, so the score shown is the one it would have without them. The components are still listed above, with their real values.

Components that could not be measured are left out of the average entirely, and their weight is redistributed, never scored as zero. Identity and Community are left out the same way when they would not have raised the score. How scores are calculated.