Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-19 12:16 UTC

xaas-cloud / genai-toolbox

MCP Toolbox for Databases is an open source MCP server for databases.

GoApache-2.0★ 0 stars⑂ 0 forkssince Jul 2025forkView on GitHub ↗
KindCommand-line toolhow this is determined

xaas-cloud/genai-toolbox holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (98/100) and lowest on Community & Adoption (12/100). It was last updated 172 days ago. 4 contributors account for most of its recent work.

54
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

54
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

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

Ownership

xaas-cloudOrganization
0 followers108 public repossince Jul 2025

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/googleapis/genai-toolboxpoints to another repo — not scoredv1.12.0-521 day ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

54Moderate · 21% of overall

Development activity

53Moderate
How it's scored
9.9/36Push recency — last push 172 days ago
19.4/36Commit cadence — 28/52 weeks with commits
18/18Commit volume — 726 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year726
human_commit_share0.86
days_since_last_push172
active_weeks_last_year28

Release discipline

56Moderate
How it's scored
16.2/27Ships releases — 16 version tags (no GitHub releases)
7.2/36Release recency — latest release 421 days ago
27/27Release cadence — a release every ~15.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count16
latest_release_tagv0.10.0
releases_from_tagsyes
days_since_latest_release421
mean_days_between_releases15.9

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

12Critical · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

25At Risk
How it's scored
0/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeno
has_licenseno
readme_badges9
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgoreportcard.com, shields.io
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

66Good · 23% of overall

Maintainer resilience (bus factor)

83Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
17.9/22.5Commit distribution — top contributor authored 20% of commits
13.5/13.5Contributor breadth — 97 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor4
contributors_sampled97
top_contributor_share0.205

Ownership & stewardship

45Weak
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
0/25Owner reach — 0 followers of xaas-cloud
15.4/25Track record — 108 public repos, account ~1 yr old
Inputs used
followers0
owner_typeOrganization
is_verifiedno
owner_loginxaas-cloud
public_repos108
account_age_days440

Engineering Quality

Are baseline engineering and documentation practices in place?

64Moderate · 19% of overall

Engineering practices

80Excellent
How it's scored
24/24CI workflows — 24 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yaml
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

40Weak
How it's scored
0/30README
25/25Documentation directory
15/15Documentation / homepage site — https://googleapis.github.io/genai-toolbox/getting-started/introduction/
0/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics—
has_wikino
homepagehttps://googleapis.github.io/genai-toolbox/getting-started/introduction/
docs_sitehttps://googleapis.github.io/genai-toolbox/getting-started/introduction/
has_readmeno
has_docs_diryes
has_descriptionno

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

55Moderate · 16% of overall

Security posture

55Moderate
How it's scored
30/30Security policy (SECURITY.md)
0/25Dependabot config
25/25Dependency lockfiles — go.sum, package-lock.json
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilesgo.sum, package-lock.json
manifests.hugo/go.mod, .hugo/package.json, go.mod
has_codeql_workflowno
has_security_policyyes
has_dependabot_configno

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

98Exceptional · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, GEMINI.md, docs/en/documentation/configuration/embedding-models/gemini.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://antigravity.google/llms.txt)
40/40Legible commit history — 86 of 86 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://antigravity.google/llms.txt
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, GEMINI.md, docs/en/documentation/configuration/embedding-models/gemini.md
agent_instruction_max_bytes12,951

Verify loop (build / test / typecheck)

94Exceptional
How it's scored
12.6/18One-command bootstrap — .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)
22/22Automated tests
11/11Lint / format config — .golangci.yaml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 11 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 11 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0.11
toolchain_manifests.hugo/go.mod, docs/en/documentation/configuration/pre-post-processing/go/adk/go.mod, docs/en/documentation/getting-started/quickstart/go/adkgo/go.mod, docs/en/documentation/getting-started/quickstart/go/genAI/go.mod, docs/en/documentation/getting-started/quickstart/go/genkit/go.mod, docs/en/documentation/getting-started/quickstart/go/langchain/go.mod, docs/en/documentation/getting-started/quickstart/go/openAI/go.mod, go.mod
dependency_bot_commit_share0.11

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
54.5/55Manageable file sizes — 6/725 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes167,553
source_files_sampled725
oversized_source_files6

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — notebooks, samples
Inputs used
example_dirsnotebooks, samples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

0GitHub stars
97contributors
726commits, last 12 months
172days since last push
16releases
4bus factor
0open issues
Go, npmpackage ecosystems

Data 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

More detail

Direct dependencies 70
RegistryPackageVersion constraintManifest
Gocloud.google.com/go/alloydbconnv1.18.0go.mod
Gocloud.google.com/go/bigqueryv1.74.0go.mod
Gocloud.google.com/go/bigtablev1.43.0go.mod
Gocloud.google.com/go/cloudsqlconnv1.20.2go.mod
Gocloud.google.com/go/dataplexv1.29.0go.mod
Gocloud.google.com/go/dataproc/v2v2.16.0go.mod
Gocloud.google.com/go/firestorev1.21.0go.mod
Gocloud.google.com/go/geminidataanalyticsv0.8.0go.mod
Gocloud.google.com/go/loggingv1.13.2go.mod
Gocloud.google.com/go/longrunningv0.8.0go.mod
Gocloud.google.com/go/spannerv1.88.0go.mod
Gogithub.com/ClickHouse/clickhouse-go/v2v2.43.0go.mod
Gogithub.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metricv0.55.0go.mod
Gogithub.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/tracev1.31.0go.mod
Gogithub.com/MicahParks/jwksetv0.11.0go.mod
Gogithub.com/MicahParks/keyfunc/v3v3.8.0go.mod
Gogithub.com/apache/cassandra-gocql-driver/v2v2.0.0go.mod
Gogithub.com/cenkalti/backoff/v5v5.0.3go.mod
Gogithub.com/cockroachdb/cockroach-go/v2v2.4.3go.mod
Gogithub.com/couchbase/gocb/v2v2.12.1go.mod
Gogithub.com/couchbase/tools-common/httpv1.0.11go.mod
Gogithub.com/elastic/elastic-transport-go/v8v8.9.0go.mod
Gogithub.com/elastic/go-elasticsearch/v9v9.3.1go.mod
Gogithub.com/fsnotify/fsnotifyv1.9.0go.mod
Gogithub.com/go-chi/chi/v5v5.2.5go.mod
Gogithub.com/go-chi/corsv1.2.2go.mod
Gogithub.com/go-chi/httplog/v3v3.3.0go.mod
Gogithub.com/go-chi/renderv1.0.3go.mod
Gogithub.com/go-goquery/goqueryv1.0.1go.mod
Gogithub.com/go-playground/validator/v10v10.30.1go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.3go.mod
Gogithub.com/goccy/go-yamlv1.19.2go.mod
Gogithub.com/godror/godrorv0.50.0go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/jackc/pgx/v5v5.9.1go.mod
Gogithub.com/jmoiron/sqlxv1.4.0go.mod
Gogithub.com/looker-open-source/sdk-codegen/gov0.26.6go.mod
Gogithub.com/microsoft/go-mssqldbv1.9.8go.mod
Gogithub.com/nakagami/firebirdsqlv0.9.16go.mod
Gogithub.com/neo4j/neo4j-go-driver/v6v6.0.0go.mod
Gogithub.com/redis/go-redis/v9v9.18.0go.mod
Gogithub.com/sijms/go-ora/v2v2.9.0go.mod
Gogithub.com/snowflakedb/gosnowflakev1.19.0go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/testcontainers/testcontainers-gov0.41.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/cockroachdbv0.41.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/couchbasev0.41.0go.mod
Gogithub.com/thlib/go-timezone-localv0.0.7go.mod
Gogithub.com/trinodb/trino-go-clientv0.333.0go.mod
Gogithub.com/valkey-io/valkey-gov1.0.73go.mod
Gogithub.com/yugabyte/pgx/v5v5.5.3-yb-5go.mod
Gogo.mongodb.org/mongo-driver/v2v2.5.0go.mod
Gogo.opentelemetry.io/contrib/propagators/autopropv0.67.0go.mod
Gogo.opentelemetry.io/otelv1.42.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.42.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.42.0go.mod
Gogo.opentelemetry.io/otel/metricv1.42.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.42.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.42.0go.mod
Gogo.opentelemetry.io/otel/tracev1.42.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogoogle.golang.org/apiv0.272.0go.mod
Gogoogle.golang.org/genaiv1.51.0go.mod
Gogoogle.golang.org/genprotov0.0.0-20260319201613-d00831a3d3e7go.mod
Gogoogle.golang.org/grpcv1.79.3go.mod
Gogoogle.golang.org/protobufv1.36.11go.mod
Gomodernc.org/sqlitev1.47.0go.mod
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go.