# xaas-cloud/genai-toolbox — health index 54/100 (Moderate)

> Inspection of the public repository xaas-cloud/genai-toolbox by inspect.software. It holds a health index of 54 out of 100, placing it in the Moderate band. The index is a signal derived from publicly visible practice, not a warranty, a security audit, or an endorsement, and it is independent of payment.

- Repository: https://github.com/xaas-cloud/genai-toolbox
- Report page: https://inspect.software/software/xaas-cloud/genai-toolbox
- Full JSON report: https://inspect.software/api/repositories/xaas-cloud/genai-toolbox/report
- Badge: https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/xaas-cloud/genai-toolbox.svg
- Inspected: 2026-09-19
- Methodology: metrics 2.10.0, report schema 0.34.0 (https://inspect.software/methodology.md)

## Category summary

| Category | Weight | Index | Band |
|---|---|---|---|
| Vitality | 21% | 54/100 | Moderate |
| Community & Adoption | 17% | 12/100 | Critical |
| Sustainability & Governance | 23% | 66/100 | Good |
| Engineering Quality | 19% | 64/100 | Moderate |
| Security | 16% | 55/100 | Moderate |
| AI Readiness | 4% | 98/100 | Exceptional |

The weighted overall 53 is calibrated to 54 on the published index scale (record calibration 2026-08-02).

## Repository facts

| Field | Value |
|---|---|
| Description | MCP Toolbox for Databases is an open source MCP server for databases. |
| Classification | cli |
| Homepage | https://googleapis.github.io/genai-toolbox/getting-started/introduction/ |
| Primary language | Go |
| License | Apache-2.0 |
| Stars | 0 |
| Forks | 0 |
| Created | 2025-07-26 |
| Last push | 2026-03-31 |
| Latest release | v0.10.0 |
| Commits (last year) | 726 |
| Bus factor | 4 |
| Fork | yes |

## Published packages

| Registry | Package | Latest | Monthly downloads |
|---|---|---|---|
| go | github.com/googleapis/genai-toolbox | v1.12.0 | — |

## Vitality — 54/100 (Moderate)

Is the project alive — is code being written and are releases shipping? Weight: 21% of the overall index.

### Development activity — 53/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Push recency | partial | 9.9 / 36 | last push 172 days ago |
| Commit cadence | partial | 19.4 / 36 | 28/52 weeks with commits |
| Commit volume | met | 18 / 18 | 726 commits in the last year |
| OpenSSF Scorecard: Maintained | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Release discipline — 56/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ships releases | partial | 16.2 / 27 | 16 version tags (no GitHub releases) |
| Release recency | partial | 7.2 / 36 | latest release 421 days ago |
| Release cadence | met | 27 / 27 | a release every ~15.9 days |
| OpenSSF Scorecard: Signed-Releases | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Abandonment — 100/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Project is still maintained | met | 100 / 100 | last human commit 172 days ago |

## Community & Adoption — 12/100 (Critical)

Does the project have users, downloads, attention, and a welcoming setup for contributors? Weight: 17% of the overall index.

### Popularity & adoption — 1/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Stars | not met | 0 / 60 | 0 stars |
| Forks | not met | 0 / 25 | 0 forks |
| Watchers | not met | 0 / 15 | 0 watchers |

### Community health — 25/100 (At Risk)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | not met | 0 / 22.5 | — |
| License | met | 22.5 / 22.5 | recognized license (Apache-2.0) |
| CONTRIBUTING guide | not met | 0 / 18 | — |
| Code of conduct | not met | 0 / 13.5 | — |
| Issue template | not met | 0 / 7.2 | — |
| PR template | not met | 0 / 6.3 | — |

## Sustainability & Governance — 66/100 (Good)

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep? Weight: 23% of the overall index.

### Maintainer resilience (bus factor) — 83/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Bus factor | partial | 43.2 / 54 | 4 contributor(s) cover half of all commits |
| Commit distribution | partial | 17.9 / 22.5 | top contributor authored 20% of commits |
| Contributor breadth | met | 13.5 / 13.5 | 97 contributors |
| OpenSSF Scorecard: Contributors | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Ownership & stewardship — 45/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ownership backing | met | 30 / 30 | organization-owned |
| Verified domain | not met | 0 / 20 | — |
| Owner reach | not met | 0 / 25 | 0 followers of xaas-cloud |
| Track record | partial | 15.4 / 25 | 108 public repos, account ~1 yr old |

## Engineering Quality — 64/100 (Moderate)

Are baseline engineering and documentation practices in place? Weight: 19% of the overall index.

### Engineering practices — 80/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| CI workflows | met | 24 / 24 | 24 workflow(s) |
| Tests present | met | 24 / 24 | — |
| Linter config | met | 16 / 16 | .golangci.yaml |
| Pre-commit hooks | not met | 0 / 9.6 | — |
| .editorconfig | not met | 0 / 6.4 | — |
| OpenSSF Scorecard: CI-Tests | excluded | 0 / 20 | OpenSSF Scorecard unavailable |

### Documentation — 40/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | not met | 0 / 30 | — |
| Documentation directory | met | 25 / 25 | — |
| Documentation / homepage site | met | 15 / 15 | https://googleapis.github.io/genai-toolbox/getting-started/introduction/ |
| Repository description | not met | 0 / 10 | — |
| Topics | not met | 0 / 10 | — |
| Wiki | not met | 0 / 10 | — |

## Security — 55/100 (Moderate)

Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure? Weight: 16% of the overall index.

### Security posture — 55/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Security policy (SECURITY.md) | met | 30 / 30 | — |
| Dependabot config | not met | 0 / 25 | — |
| Dependency lockfiles | met | 25 / 25 | go.sum, package-lock.json |
| CodeQL workflow | not met | 0 / 20 | — |

### High-Risk Jurisdiction Exposure — 100/100 (Exceptional)

Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Policy exposure multiplier | met | 100 / 100 | no confirmed policy-scope location match |

## AI Readiness — 98/100 (Exceptional)

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero).

### Agent context & guidance — 100/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Agent instructions | met | 45 / 45 | AGENTS.md, CLAUDE.md, GEMINI.md, docs/en/documentation/configuration/embedding-models/gemini.md |
| Machine-readable docs (llms.txt) | met | 15 / 15 | llms.txt served by the project website (https://antigravity.google/llms.txt) |
| Legible commit history | met | 40 / 40 | 86 of 86 human commits state their intent (structured subject or explanatory body) |

### Verify loop (build / test / typecheck) — 94/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| One-command bootstrap | partial | 12.6 / 18 | .hugo/go.mod, docs/en/documentation/configuration/pre-post-processing/go/adk/go.mod, docs/en/documentation/getting-started/quickstart/go/adkgo/go.mod (toolchain convention, no task runner) |
| Automated tests | met | 22 / 22 | — |
| Lint / format config | met | 11 / 11 | .golangci.yaml |
| Static type checking | met | 11 / 11 | Go (statically typed) |
| Reproducible environment | met | 10 / 10 | Dockerfile, lockfile |
| Demonstrated agent practice | met | 10 / 10 | 11 of the last 100 commits agent-authored or agent-credited |
| Automated maintenance | met | 8 / 8 | 11 of the last 100 commits are automated dependency updates |
| OpenSSF Scorecard: Pinned-Dependencies | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Code legibility for models — 100/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Type-checkable code | met | 45 / 45 | Go (statically typed) |
| Manageable file sizes | partial | 54.5 / 55 | 6/725 source files over 60KB |

### Machine-readable interfaces — 100/100 (Exceptional)

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| API schema (OpenAPI/GraphQL/proto) | excluded | 0 / 40 | not applicable to this kind of software |
| MCP server | excluded | 0 / 20 | not applicable to this kind of software |
| Runnable examples | met | 40 / 40 | notebooks, samples |

## Collection warnings

- Community profile unavailable
- go package 'github.com/googleapis/genai-toolbox' points at a different repository (https://github.com/googleapis/genai-toolbox); excluded from ecosystem scoring
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

## What this report is

inspect.software measures public repositories against a single published, versioned methodology and reports the result as a 1–100 health index. Findings are signals derived from what is visible in public repository data — they are not a security audit, a warranty, or an endorsement, and no result depends on payment.

- Methodology, formulas and weights: https://inspect.software/methodology.md
- What a result does and does not claim: https://inspect.software/wiki/signals-not-warranties.md
- Rating bands: https://inspect.software/wiki/scoring-bands.md
- Corrections: https://inspect.software/contact.md
- Index of all documents: https://inspect.software/llms.txt