Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-19 10:53 UTC

GoogleCloudPlatform / gke-mcp

GoApache-2.0★ 167 stars⑂ 82 forkssince Jun 2025View on GitHub ↗
KindWeb interfaceCommand-line toolhow this is determined

GoogleCloudPlatform/gke-mcp holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Vitality (91/100) and lowest on Community & Adoption (65/100). It was last updated 4 days ago. 2 contributors account for most of its recent work.

91
overall / 100
Excellent

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.

91
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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

22,069 followers1,509 public repossince Nov 2012

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/GoogleCloudPlatform/gke-mcpv0.15.0-2652 days ago

Metrics by category

Vitality

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

91Excellent · 21% of overall
How it's scored
36/36Push recencylast push 4 days ago
28.4/36Commit cadence41/52 weeks with commits
18/18Commit volume365 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year365
human_commit_share0.22
days_since_last_push4
active_weeks_last_year41
How it's scored
27/27Ships releases25 releases published
36/36Release recencylatest release 52 days ago
27/27Release cadencea release every ~22.2 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count25
latest_release_tagv0.15.0
releases_from_tagsno
days_since_latest_release52
mean_days_between_releases22.2

Community & Adoption

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

65Good · 17% of overall
How it's scored
36/60Stars167 stars
15.9/25Forks82 forks
3.3/15Watchers5 watchers
Inputs used
forks82
stars167
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateyes

Sustainability & Governance

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

77Good · 23% of overall
How it's scored
25.2/54Bus factor2 contributor(s) cover half of all commits
11.7/22.5Commit distributiontop contributor authored 48% of commits
13.5/13.5Contributor breadth30 contributors
6/10OpenSSF Scorecard: Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor2
contributors_sampled30
top_contributor_share0.479
How it's scored
28.7/42Issue resolution68% of issues closed
26/30PR acceptance435/502 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Reviewall changesets reviewed
Inputs used
merged_prs435
open_issues12
closed_issues26
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.684
closed_unmerged_prs67
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domain
25/25Owner reach22,069 followers of GoogleCloudPlatform
25/25Track record1,509 public repos, account ~13 yr old
Inputs used
followers22,069
owner_typeOrganization
is_verifiedno
owner_loginGoogleCloudPlatform
public_repos1,509
account_age_days5,055

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on go
35/35Publish recencylatest publish 52 days ago
20/20Version history26 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/GoogleCloudPlatform/gke-mcp
ecosystemsgo
any_deprecatedno
min_days_since_publish52

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 19% of overall
How it's scored
24/24CI workflows4 workflow(s)
24/24Tests present
16/16Linter config.golangci.yml
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

55Moderate
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepage
docs_site
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

75Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
6/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Reviewall changesets reviewed
1.5/2.5Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
1/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3.8/7.5Vulnerabilities5 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.9

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories5
affected_packages2
assessed_packages465
unassessed_packages4
affected_by_severityhigh 1, unknown 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 465 resolved dependencies against OSV. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

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.

78Good · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md, CLAUDE.md, pkg/install/GEMINI.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history21 of 22 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.955
agent_instruction_filesAGENTS.md, CLAUDE.md, pkg/install/GEMINI.md
agent_instruction_max_bytes20,095
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format config.golangci.yml
11/11Static type checkingui/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
8/8Automated maintenance78 of the last 100 commits are automated dependency updates
2/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsui/tsconfig.json
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0.78
How it's scored
45/45Type-checkable codeGo (statically typed)
55/55Manageable file sizes0/108 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes36,339
source_files_sampled108
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

167GitHub stars
30contributors
365commits, last 12 months
4days since last push
25releases
2bus factor
12open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 82 ⇿
0Stars
82Forks
25Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0204060807942025-062026-012026-09
Major 0Minor 14Patch 11

Each point covers 2 days.

OpenSSF Scorecard 6.9 / 10
6.9aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-19 10:52 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5Vulnerabilities5 existing vulnerabilities detected
Direct dependencies 30
RegistryPackageVersion constraintManifest
Gocloud.google.com/go/containerv1.54.0go.mod
Gocloud.google.com/go/gkerecommenderv1.0.0go.mod
Gocloud.google.com/go/loggingv1.19.1go.mod
Gocloud.google.com/go/monitoringv1.30.0go.mod
Gocloud.google.com/go/recommenderv1.19.0go.mod
Gogithub.com/PuerkitoBio/goqueryv1.13.0go.mod
Gogithub.com/anthropics/anthropic-sdk-gov1.72.0go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/googleapis/gax-go/v2v2.24.1go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.8.0go.mod
Gogithub.com/rs/corsv1.11.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogoogle.golang.org/adkv1.6.1go.mod
Gogoogle.golang.org/apiv0.297.0go.mod
Gogoogle.golang.org/genaiv1.71.0go.mod
Gogoogle.golang.org/genprotov0.0.0-20260715232425-e75dac1f907dgo.mod
Gogoogle.golang.org/protobufv1.36.12go.mod
Gok8s.io/apiv0.37.0go.mod
Gok8s.io/apimachineryv0.37.0go.mod
Gok8s.io/client-gov0.37.0go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Gogithub.com/Alcova-AI/adk-anthropic-gov1.0.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
npm@emotion/react^11.14.0ui/package.json
npm@emotion/styled^11.14.1ui/package.json
npm@mui/material^9.4.0ui/package.json
npm@mui/x-charts^9.13.0ui/package.json
npmreact^19.3.0ui/package.json
npmreact-dom^19.3.0ui/package.json
npmzod^4.6.2ui/package.json
All dependencies 469

Full resolved dependency set from the GitHub dependency graph: 30 direct and 439 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gocloud.google.com/go/containerv1.54.0direct
Gocloud.google.com/go/gkerecommenderv1.0.0direct
Gocloud.google.com/go/loggingv1.19.1direct
Gocloud.google.com/go/monitoringv1.30.0direct
Gocloud.google.com/go/recommenderv1.19.0direct
Gogithub.com/alcova-ai/adk-anthropic-gov1.0.0direct
Gogithub.com/anthropics/anthropic-sdk-gov1.72.0direct
Gogithub.com/google/go-cmpv0.7.0direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/googleapis/gax-go/v2v2.24.1direct
Gogithub.com/modelcontextprotocol/go-sdkv1.8.0direct
Gogithub.com/puerkitobio/goqueryv1.13.0direct
Gogithub.com/rs/corsv1.11.1direct
Gogithub.com/spf13/cobrav1.10.2direct
Gogoogle.golang.org/adkv1.6.1direct
Gogoogle.golang.org/apiv0.297.0direct
Gogoogle.golang.org/genaiv1.71.0direct
Gogoogle.golang.org/genprotov0.0.0-20260715232425-e75dac1f907ddirect
Gogoogle.golang.org/protobufv1.36.12direct
Gok8s.io/apiv0.37.0direct
Gok8s.io/apimachineryv0.37.0direct
Gok8s.io/client-gov0.37.0direct
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npm@emotion/styled11.14.1direct
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npm@mui/x-charts9.13.0direct
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Gocloud.google.com/go/auth/oauth2adaptv0.2.8indirect
Gocloud.google.com/go/compute/metadatav0.9.0indirect
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Gogithub.com/cespare/xxhash/v2v2.3.0indirect
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Gogolang.org/x/syncv0.22.0indirect
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Gogolang.org/x/termv0.45.0indirect
Gogolang.org/x/textv0.41.0indirect
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Gogopkg.in/inf.v0v0.9.1indirect
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Gorsc.io/orderedv1.1.1indirect
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Gosigs.k8s.io/randfillv1.0.0indirect
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npm@esbuild/linux-s390x0.28.1indirect
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npm@esbuild/openbsd-arm640.28.1indirect
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Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 465 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
brace-expansion5.0.7indirecthigh25.0.9
golang.org/x/cryptov0.55.0indirectunknown30.56.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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 statisticsGo.