Public record
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 02:26 UTC

stackloklabs / toolhive

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

GoApache-2.0★ 1,951 stars⑂ 249 forkssince Mar 2025View on GitHub ↗
#ai#aicodeassistant#mcp#ai-security#mcp-security#mcp-servers#mcp-tools#security#golang#kubernetes#model-context-protocol

stackloklabs/toolhive holds a health index of 88 out of 100, placing it in the Excellent band. It scores highest on Vitality (99/100) and lowest on Security (78/100). It was last updated today. 4 contributors account for most of its recent work.

88
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

88
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

StacklokOrganization
288 followers46 public repossince Jul 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/stacklok/toolhivepoints to another repo — not scoredv0.40.0-1790 days ago

Metrics by category

Vitality

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

99Excellent · 22% of overall

Development activity

100Excellent
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 2,981 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,981
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Release discipline

98Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~2.5 days
8/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Inputs used
releases_count100
latest_release_tagv0.40.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2.5

Community & Adoption

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

86Excellent · 18% of overall

Popularity & adoption

80Good
How it's scored
53.4/60Stars — 1,951 stars
20/25Forks — 249 forks
6.4/15Watchers — 15 watchers
Inputs used
forks249
stars1,951
watchers15
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Sustainability & Governance

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

81Good · 24% of overall

Maintainer resilience (bus factor)

85Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
18.4/22.5Commit distribution — top contributor authored 18% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 21 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled100
top_contributor_share0.182

Issue & PR responsiveness

88Excellent
How it's scored
39.3/46.8Issue resolution — 84% of issues closed
34.2/38.3PR acceptance — 3,714/4,149 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs3,714
open_issues258
closed_issues1,369
issue_closed_ratio0.841
closed_unmerged_prs435

Ownership & stewardship

68Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
17.7/25Owner reach — 288 followers of stacklok
20.1/25Track record — 46 public repos, account ~3 yr old
Inputs used
followers288
owner_typeOrganization
is_verified—
owner_loginstacklok
public_repos46
account_age_days1,449

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall

Engineering practices

94Excellent
How it's scored
24/24CI workflows — 29 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://stacklok.com/download/
10/10Repository description
10/10Topics — 11 topics
10/10Wiki
Inputs used
topicsai, aicodeassistant, mcp, ai-security, mcp-security, mcp-servers, mcp-tools, security, golang, kubernetes, model-context-protocol
has_wikiyes
homepagehttps://stacklok.com/download/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

78Good · 16% of overall

Security posture

78Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 21 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
5/5SAST — SAST tool is run on all commits
2/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate7.8

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

91Excellent · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes6,001
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

96Excellent
How it's scored
18/18One-command bootstrap — Taskfile.yml, cmd/thv-operator/Taskfile.yml
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesTaskfile.yml, cmd/thv-operator/Taskfile.yml
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

99Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
53.9/55Manageable file sizes — 35/1,829 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes355,749
source_files_sampled1,829
oversized_source_files35

Machine-readable interfaces

100Excellent
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — docs/server/swagger.json, docs/server/swagger.yaml
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_filesdocs/server/swagger.json, docs/server/swagger.yaml

Key facts

1,951GitHub stars
100contributors
2,981commits, last 12 months
0days since last push
100releases
4bus factor
258open issues
Gopackage ecosystems

Data collection warnings

  • go package 'github.com/stacklok/toolhive' points at a different repository (https://github.com/stacklok/toolhive); excluded from ecosystem scoring

More detail

OpenSSF Scorecard 7.8 / 10
7.8aggregate

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 · 2026-07-18 02:25 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
10Contributorsproject has 21 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
10SASTSAST tool is run on all commits
4Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 98
RegistryPackageVersion constraintManifest
Godario.cat/mergov1.0.2go.mod
Gogithub.com/1password/onepassword-sdk-gov0.3.1go.mod
Gogithub.com/alicebob/miniredis/v2v2.38.0go.mod
Gogithub.com/atotto/clipboardv0.1.4go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.42.1go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.30go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.44.1go.mod
Gogithub.com/cedar-policy/cedar-gov1.8.0go.mod
Gogithub.com/cenkalti/backoff/v5v5.0.3go.mod
Gogithub.com/charmbracelet/bubblesv1.0.0go.mod
Gogithub.com/charmbracelet/bubbleteav1.3.10go.mod
Gogithub.com/charmbracelet/lipglossv1.1.0go.mod
Gogithub.com/charmbracelet/x/ansiv0.11.7go.mod
Gogithub.com/containerd/errdefsv1.0.0go.mod
Gogithub.com/coreos/go-oidc/v3v3.20.0go.mod
Gogithub.com/evanphx/json-patch/v5v5.9.11go.mod
Gogithub.com/go-chi/chi/v5v5.3.0go.mod
Gogithub.com/go-git/go-billy/v5v5.9.0go.mod
Gogithub.com/go-git/go-git/v5v5.19.1go.mod
Gogithub.com/go-jose/go-jose/v3v3.0.5go.mod
Gogithub.com/go-jose/go-jose/v4v4.1.4go.mod
Gogithub.com/gofrs/flockv0.13.0go.mod
Gogithub.com/google/cel-gov0.29.2go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/google/go-containerregistryv0.21.7go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/lestrrat-go/httprc/v3v3.0.6go.mod
Gogithub.com/lestrrat-go/jwx/v3v3.0.13go.mod
Gogithub.com/moby/moby/clientv0.4.1go.mod
Gogithub.com/modelcontextprotocol/registryv1.8.0go.mod
Gogithub.com/oauth2-proxy/mockoidcv0.0.0-20240214162133-caebfff84d25go.mod
Gogithub.com/olekukonko/tablewriterv1.1.4go.mod
Gogithub.com/onsi/ginkgo/v2v2.28.1go.mod
Gogithub.com/onsi/gomegav1.39.1go.mod
Gogithub.com/ory/fositev0.49.0go.mod
Gogithub.com/pelletier/go-toml/v2v2.3.1go.mod
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141cgo.mod
Gogithub.com/pressly/goose/v3v3.27.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/prometheus/client_modelv0.6.2go.mod
Gogithub.com/prometheus/commonv0.67.5go.mod
Gogithub.com/redis/go-redis/v9v9.21.0go.mod
Gogithub.com/shirou/gopsutil/v4v4.26.5go.mod
Gogithub.com/spf13/viperv1.21.0go.mod
Gogithub.com/stacklok/toolhive-catalogv0.20260716.0go.mod
Gogithub.com/stacklok/toolhive-corev0.0.30go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/swaggo/swag/v2v2.0.0-rc5go.mod
Gogithub.com/tailscale/hujsonv0.0.0-20260302212456-ecc657c15afdgo.mod
Gogithub.com/testcontainers/testcontainers-gov0.42.0go.mod
Gogithub.com/tidwall/gjsonv1.18.0go.mod
Gogithub.com/xeipuuv/gojsonschemav1.2.0go.mod
Gogithub.com/zalando/go-keyringv0.2.8go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0go.mod
Gogo.uber.org/mockv0.6.0go.mod
Gogo.uber.org/zapv1.28.0go.mod
Gogolang.ngrok.com/ngrok/v2v2.1.4go.mod
Gogolang.org/x/exp/jsonrpc2v0.0.0-20260709172345-9ea1abe57597go.mod
Gogolang.org/x/modv0.38.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/termv0.45.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gok8s.io/apiv0.35.3go.mod
Gok8s.io/apimachineryv0.35.3go.mod
Gok8s.io/utilsv0.0.0-20260319190234-28399d86e0b5go.mod
Gomodernc.org/sqlitev1.49.1go.mod
Gosigs.k8s.io/controller-runtimev0.23.3go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Gogithub.com/getsentry/sentry-go/otelv0.44.1go.mod
Gogithub.com/hashicorp/golang-lru/v2v2.0.7go.mod
Gogo.starlark.netv0.0.0-20260630144053-529d8e869a14go.mod
Gogithub.com/getsentry/sentry-gov0.47.0go.mod
Gogithub.com/moby/moby/apiv1.54.2go.mod
Gogithub.com/muesli/termenvv0.16.0go.mod
Gogithub.com/ory/xv0.0.665go.mod
Gok8s.io/apiextensions-apiserverv0.35.0go.mod
Gooras.land/oras-go/v2v2.6.2go.mod
Gogithub.com/Microsoft/go-winiov0.6.2go.mod
Gogithub.com/adrg/xdgv0.5.3go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/opencontainers/go-digestv1.0.0go.mod
Gogithub.com/opencontainers/image-specv1.1.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.68.0go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogolang.org/x/cryptov0.54.0go.mod
Gogolang.org/x/sysv0.47.0go.mod
Gok8s.io/client-gov0.35.3go.mod
All dependencies 333

Full resolved dependency set from the GitHub dependency graph: 98 direct and 235 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Godario.cat/mergov1.0.2direct
Gogithub.com/1password/onepassword-sdk-gov0.3.1direct
Gogithub.com/adrg/xdgv0.5.3direct
Gogithub.com/alicebob/miniredis/v2v2.38.0direct
Gogithub.com/atotto/clipboardv0.1.4direct
Gogithub.com/aws/aws-sdk-go-v2v1.42.1direct
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.30direct
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.44.1direct
Gogithub.com/cedar-policy/cedar-gov1.8.0direct
Gogithub.com/cenkalti/backoff/v5v5.0.3direct
Gogithub.com/charmbracelet/bubblesv1.0.0direct
Gogithub.com/charmbracelet/bubbleteav1.3.10direct
Gogithub.com/charmbracelet/lipglossv1.1.0direct
Gogithub.com/charmbracelet/x/ansiv0.11.7direct
Gogithub.com/containerd/errdefsv1.0.0direct
Gogithub.com/coreos/go-oidc/v3v3.20.0direct
Gogithub.com/evanphx/json-patch/v5v5.9.11direct
Gogithub.com/getsentry/sentry-gov0.47.0direct
Gogithub.com/getsentry/sentry-go/otelv0.44.1direct
Gogithub.com/go-chi/chi/v5v5.3.0direct
Gogithub.com/go-git/go-billy/v5v5.9.0direct
Gogithub.com/go-git/go-git/v5v5.19.1direct
Gogithub.com/go-jose/go-jose/v3v3.0.5direct
Gogithub.com/go-jose/go-jose/v4v4.1.4direct
Gogithub.com/go-logr/logrv1.4.3direct
Gogithub.com/gofrs/flockv0.13.0direct
Gogithub.com/golang-jwt/jwt/v5v5.3.1direct
Gogithub.com/google/cel-gov0.29.2direct
Gogithub.com/google/go-cmpv0.7.0direct
Gogithub.com/google/go-containerregistryv0.21.7direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/hashicorp/golang-lru/v2v2.0.7direct
Gogithub.com/lestrrat-go/httprc/v3v3.0.6direct
Gogithub.com/lestrrat-go/jwx/v3v3.0.13direct
Gogithub.com/microsoft/go-winiov0.6.2direct
Gogithub.com/moby/moby/apiv1.54.2direct
Gogithub.com/moby/moby/clientv0.4.1direct
Gogithub.com/modelcontextprotocol/registryv1.8.0direct
Gogithub.com/muesli/termenvv0.16.0direct
Gogithub.com/oauth2-proxy/mockoidcv0.0.0-20240214162133-caebfff84d25direct
Gogithub.com/olekukonko/tablewriterv1.1.4direct
Gogithub.com/onsi/ginkgo/v2v2.28.1direct
Gogithub.com/onsi/gomegav1.39.1direct
Gogithub.com/opencontainers/go-digestv1.0.0direct
Gogithub.com/opencontainers/image-specv1.1.1direct
Gogithub.com/ory/fositev0.49.0direct
Gogithub.com/ory/xv0.0.665direct
Gogithub.com/pelletier/go-toml/v2v2.3.1direct
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141cdirect
Gogithub.com/pressly/goose/v3v3.27.1direct
Gogithub.com/prometheus/client_golangv1.23.2direct
Gogithub.com/prometheus/client_modelv0.6.2direct
Gogithub.com/prometheus/commonv0.67.5direct
Gogithub.com/redis/go-redis/v9v9.21.0direct
Gogithub.com/shirou/gopsutil/v4v4.26.5direct
Gogithub.com/spf13/cobrav1.10.2direct
Gogithub.com/spf13/pflagv1.0.10direct
Gogithub.com/spf13/viperv1.21.0direct
Gogithub.com/stacklok/toolhive-catalogv0.20260716.0direct
Gogithub.com/stacklok/toolhive-corev0.0.30direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogithub.com/swaggo/swag/v2v2.0.0-rc5direct
Gogithub.com/tailscale/hujsonv0.0.0-20260302212456-ecc657c15afddirect
Gogithub.com/testcontainers/testcontainers-gov0.42.0direct
Gogithub.com/tidwall/gjsonv1.18.0direct
Gogithub.com/xeipuuv/gojsonschemav1.2.0direct
Gogithub.com/zalando/go-keyringv0.2.8direct
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.68.0direct
Gogo.opentelemetry.io/otelv1.44.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.43.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.43.0direct
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0direct
Gogo.opentelemetry.io/otel/metricv1.44.0direct
Gogo.opentelemetry.io/otel/sdkv1.44.0direct
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0direct
Gogo.opentelemetry.io/otel/tracev1.44.0direct
Gogo.starlark.netv0.0.0-20260630144053-529d8e869a14direct
Gogo.uber.org/mockv0.6.0direct
Gogo.uber.org/zapv1.28.0direct
Gogolang.ngrok.com/ngrok/v2v2.1.4direct
Gogolang.org/x/cryptov0.54.0direct
Gogolang.org/x/exp/jsonrpc2v0.0.0-20260709172345-9ea1abe57597direct
Gogolang.org/x/modv0.38.0direct
Gogolang.org/x/oauth2v0.36.0direct
Gogolang.org/x/syncv0.22.0direct
Gogolang.org/x/sysv0.47.0direct
Gogolang.org/x/termv0.45.0direct
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              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 86,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "forks": 249,
              "stars": 1951,
              "watchers": 15,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1,951 stars",
                "points": 53.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 1951
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
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                "points": 20,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
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                      "count": 249
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "15 watchers",
                "points": 6.4,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 15
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
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              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
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              {
                "key": "pr_template",
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                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
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        "weight": 0.24,
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          {
            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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              "bus_factor": 4,
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              "top_contributor_share": 0.182
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "4 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 4
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                "max_points": 54
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              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 18% of commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
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                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 100
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 21 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 3714,
              "open_issues": 258,
              "closed_issues": 1369,
              "issue_closed_ratio": 0.841,
              "closed_unmerged_prs": 435
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "84% of issues closed",
                "points": 39.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 84
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "3714/4149 decided PRs merged",
                "points": 34.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 3714,
                      "decided": 4149
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "followers": 288,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "stacklok",
              "public_repos": 46,
              "account_age_days": 1449
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "288 followers of stacklok",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 288,
                      "login": "stacklok"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "46 public repos, account ~3 yr old",
                "points": 20.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 46
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
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                  }
                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "29 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 29
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai",
                "aicodeassistant",
                "mcp",
                "ai-security",
                "mcp-security",
                "mcp-servers",
                "mcp-tools",
                "security",
                "golang",
                "kubernetes",
                "model-context-protocol"
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              "has_wiki": true,
              "homepage": "https://stacklok.com/download/",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://stacklok.com/download/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 11
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": null,
            "notes": [],
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              "source": "openssf_scorecard",
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 21 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "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.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
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              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 91,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 6001
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 96,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Taskfile.yml",
                "cmd/thv-operator/Taskfile.yml"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Taskfile.yml, cmd/thv-operator/Taskfile.yml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Taskfile.yml, cmd/thv-operator/Taskfile.yml"
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 355749,
              "source_files_sampled": 1829,
              "oversized_source_files": 35
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "35/1829 source files over 60KB",
                "points": 53.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1829,
                      "oversized": 35
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "docs/server/swagger.json",
                "docs/server/swagger.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "docs/server/swagger.json, docs/server/swagger.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/server/swagger.json, docs/server/swagger.yaml"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "go package 'github.com/stacklok/toolhive' points at a different repository (https://github.com/stacklok/toolhive); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-18T02:26:11.684256Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/stackloklabs/toolhive.svg",
  "full_name": "stackloklabs/toolhive",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v1.13.0, schema v0.12.0 — full methodology · metrics wiki.

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