Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-17 15:32 UTC

dbt-labs / dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt.

PythonApache-2.0★ 594 estrellas⑂ 126 forksdesde mar 2025Ver en GitHub ↗
#data-analytics#data-engineering#llm#mcp#mcp-server#model-context-protocol#dbt

dbt-labs/dbt-mcp tiene un índice de salud de 79 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (95/100) y la más baja, Security (53/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

79
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

79
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

dbt LabsOrganización
2246 seguidores407 repositorios públicosdesde abr 2016

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIdbt-mcp1.22.098.40184hace 3 díasai-agentanalyticsdatadbtllmmcpmodel-context-protocol

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

95Excelente · 22% del índice global

Actividad de desarrollo

99Excelente
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
34.6/36Cadencia de commits — 50/52 semanas con commits
18/18Volumen de commits — 448 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year448
human_commit_share—
days_since_last_push0
active_weeks_last_year50

Disciplina de publicación

90Excelente
Cómo se puntúa
27/27Publica versiones — 81 versiones publicadas
36/36Recencia de las versiones — última versión hace 3 días
27/27Cadencia de publicación — una versión cada ~5,9 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count81
latest_release_tagv1.22.0
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases5,9

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

75Bueno · 18% del índice global

Popularidad y adopción

68Moderado
Cómo se puntúa
45/60Estrellas — 594 estrellas
17.5/25Forks — 126 forks
5.8/15Observadores — 12 observadores
Datos de entrada utilizados
forks126
stars594
watchers12
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

77Bueno
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingsí
has_issue_templateno
has_code_of_conductno
has_pull_request_templatesí

Adopción en el ecosistema (descargas)

83Bueno
Cómo se puntúa
66.6/80Descargas mensuales — 98.401 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesdbt-mcp
dependents—
ecosystemspypi
total_downloads—
monthly_downloads98.401
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

80Bueno · 24% del índice global

Resiliencia de mantenedores (factor bus)

62Moderado
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
13.7/22.5Distribución de commits — el principal contribuyente firma el 39% de los commits
13.5/13.5Amplitud de contribuyentes — 43 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled43
top_contributor_share0,39

Capacidad de respuesta a issues y PR

88Excelente
Cómo se puntúa
38.4/46.8Resolución de issues — 82% de issues cerradas
34.2/38.3Aceptación de PR — 623/697 PR decididos fusionados
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs623
open_issues24
closed_issues111
issue_closed_ratio0,822
closed_unmerged_prs74

Propiedad y custodia

79Bueno
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
24.1/25Alcance del propietario — 2246 seguidores de dbt-labs
25/25Trayectoria — 407 repos públicos, cuenta de ~10 años
Datos de entrada utilizados
followers2246
owner_typeOrganization
is_verified—
owner_logindbt-labs
public_repos407
account_age_days3752

Mantenimiento de paquetes

100Excelente
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 3 días
20/20Historial de versiones — 84 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesdbt-mcp
ecosystemspypi
any_deprecatedno
min_days_since_publish3

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

84Bueno · 20% del índice global

Prácticas de ingeniería

90Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 7 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — eslint.config.js
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 25 out of 30 merged PRs checked by a CI test -- score normalized to 8
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configsí

Documentación

75Bueno
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
10/10Topics — 7 topics
0/10Wiki
Datos de entrada utilizados
topicsdata-analytics, data-engineering, llm, mcp, mcp-server, model-context-protocol, dbt
has_wikino
homepage—
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

53Moderado · 16% del índice global

Postura de seguridad

53Moderado
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2/2.5CI-Tests — 25 out of 30 merged PRs checked by a CI test -- score normalized to 8
1.2/2.5CII-Best-Practices — badge detected: Passing
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 5 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 91 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,3

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

81Bueno · 0% del índice global

Contexto y guía para agentes

75Bueno
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes3373
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.

Bucle de verificación (compilación / pruebas / verificación de tipos)

94Excelente
Cómo se puntúa
18/18Arranque con un solo comando — Taskfile.yml
22/22Pruebas automatizadas
11/11Configuración de lint / formato — eslint.config.js
11/11Verificación estática de tipos — examples/ai_sdk_agent/tsconfig.json, src/dbt_mcp/py.typed, ui/tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Datos de entrada utilizados
has_nixno
has_testssí
lockfilespnpm-lock.yaml, uv.lock
has_dockerfilesí
typed_languageno
bootstrap_filesTaskfile.yml
has_devcontainerno
has_linter_configsí
typecheck_configsexamples/ai_sdk_agent/tsconfig.json, src/dbt_mcp/py.typed, ui/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes. Los pesos restantes se han renormalizado.

Legibilidad del código para modelos

82Bueno
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (examples/ai_sdk_agent/tsconfig.json, src/dbt_mcp/py.typed, ui/tsconfig.json)
55/55Tamaños de archivo manejables — 0/249 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes44.218
source_files_sampled249
oversized_source_files0

Interfaces legibles por máquina

60Moderado
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalsí
api_schema_files—

Datos clave

594estrellas de GitHub
43contribuidores
448commits en los últimos 12 meses
0días desde el último push
81versiones publicadas
2factor bus
24issues abiertas
npm, PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 5.3 / 10
5.3agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-17 15:32 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests25 out of 30 merged PRs checked by a CI test -- score normalized to 8
5CII-Best-Practicesbadge detected: Passing
10Code-Reviewall changesets reviewed
10Contributorsproject has 5 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities91 existing vulnerabilities detected
Dependencias directas 16
RegistroPaqueteRestricción de versiónManifiesto
PyPIauthlib~=1.6.7pyproject.toml
PyPIdbt-protos~=1.0.431pyproject.toml
PyPIdbt-sl-sdk~=0.13.3pyproject.toml
PyPIdbtlabs-vortex~=0.2.0pyproject.toml
PyPIfastapi~=0.128.0pyproject.toml
PyPIuvicorn~=0.38.0pyproject.toml
PyPImcp==1.26.0pyproject.toml
PyPIpydantic-settings~=2.10.1pyproject.toml
PyPIpyjwt>=2.12,<2.14pyproject.toml
PyPIpyyaml~=6.0.2pyproject.toml
PyPIhttpx~=0.28.1pyproject.toml
PyPIfilelock~=3.20.3pyproject.toml
PyPIstarlette~=0.50.0pyproject.toml
PyPIdbt-artifacts-parser>=0.13.2pyproject.toml
npmreact^19.2.4ui/package.json
npmreact-dom^19.2.4ui/package.json
Todas las dependencias 525

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 25 paquetes directos y 500 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npmreact19.2.4directa
npmreact-dom19.2.4directa
PyPIauthlib1.6.12directa
PyPIdbt-artifacts-parser0.13.2directa
PyPIdbt-protos1.0.431directa
PyPIdbt-sl-sdk0.13.3directa
PyPIdbtlabs-vortex0.2.0directa
PyPIfastapi0.128.0directa
PyPIfilelock3.20.3directa
PyPIhttpx0.28.1directa
PyPImcp1.23.0directa
PyPImcp1.23.3directa
PyPImcp1.26.0directa
PyPIpydantic-settings2.10.1directa
PyPIpyjwt2.10.1directa
PyPIpyjwt2.11.0directa
PyPIpyjwt2.13.0directa
PyPIpyyaml6.0.2directa
PyPIpyyaml6.0.3directa
PyPIstarlette0.49.1directa
PyPIstarlette0.50.0directa
PyPIstarlette0.52.1directa
PyPIuvicorn0.35.0directa
PyPIuvicorn0.38.0directa
PyPIuvicorn0.40.0directa
npm@ai-sdk/openai^1.0.0indirecta
npm@babel/code-frame7.29.0indirecta
npm@babel/compat-data7.29.0indirecta
npm@babel/core7.29.0indirecta
npm@babel/generator7.29.1indirecta
npm@babel/helper-compilation-targets7.28.6indirecta
npm@babel/helper-globals7.28.0indirecta
npm@babel/helper-module-imports7.28.6indirecta
npm@babel/helper-module-transforms7.28.6indirecta
npm@babel/helper-plugin-utils7.28.6indirecta
npm@babel/helper-string-parser7.27.1indirecta
npm@babel/helper-validator-identifier7.28.5indirecta
npm@babel/helper-validator-option7.27.1indirecta
npm@babel/helpers7.28.6indirecta
npm@babel/parser7.29.0indirecta
npm@babel/plugin-transform-react-jsx-self7.27.1indirecta
npm@babel/plugin-transform-react-jsx-source7.27.1indirecta
npm@babel/template7.28.6indirecta
npm@babel/traverse7.29.0indirecta
npm@babel/types7.29.0indirecta
npm@esbuild/aix-ppc640.27.7indirecta
npm@esbuild/android-arm0.27.7indirecta
npm@esbuild/android-arm640.27.7indirecta
npm@esbuild/android-x640.27.7indirecta
npm@esbuild/darwin-arm640.27.7indirecta
npm@esbuild/darwin-x640.27.7indirecta
npm@esbuild/freebsd-arm640.27.7indirecta
npm@esbuild/freebsd-x640.27.7indirecta
npm@esbuild/linux-arm0.27.7indirecta
npm@esbuild/linux-arm640.27.7indirecta
npm@esbuild/linux-ia320.27.7indirecta
npm@esbuild/linux-loong640.27.7indirecta
npm@esbuild/linux-mips64el0.27.7indirecta
npm@esbuild/linux-ppc640.27.7indirecta
npm@esbuild/linux-riscv640.27.7indirecta
npm@esbuild/linux-s390x0.27.7indirecta
npm@esbuild/linux-x640.27.7indirecta
npm@esbuild/netbsd-arm640.27.7indirecta
npm@esbuild/netbsd-x640.27.7indirecta
npm@esbuild/openbsd-arm640.27.7indirecta
npm@esbuild/openbsd-x640.27.7indirecta
npm@esbuild/openharmony-arm640.27.7indirecta
npm@esbuild/sunos-x640.27.7indirecta
npm@esbuild/win32-arm640.27.7indirecta
npm@esbuild/win32-ia320.27.7indirecta
npm@esbuild/win32-x640.27.7indirecta
npm@eslint-community/eslint-utils4.9.1indirecta
npm@eslint-community/regexpp4.12.2indirecta
npm@eslint/config-array0.21.2indirecta
npm@eslint/config-helpers0.4.2indirecta
npm@eslint/core0.17.0indirecta
npm@eslint/eslintrc3.3.5indirecta
npm@eslint/js9.39.4indirecta
npm@eslint/object-schema2.1.7indirecta
npm@eslint/plugin-kit0.4.1indirecta
npm@humanfs/core0.19.1indirecta
npm@humanfs/node0.16.7indirecta
npm@humanwhocodes/module-importer1.0.1indirecta
npm@humanwhocodes/retry0.4.3indirecta
npm@jridgewell/gen-mapping0.3.13indirecta
npm@jridgewell/remapping2.3.5indirecta
npm@jridgewell/resolve-uri3.1.2indirecta
npm@jridgewell/sourcemap-codec1.5.5indirecta
npm@jridgewell/trace-mapping0.3.31indirecta
npm@modelcontextprotocol/sdk^1.12.0indirecta
npm@rolldown/pluginutils1.0.0-rc.3indirecta
npm@rollup/rollup-android-arm-eabi4.62.0indirecta
npm@rollup/rollup-android-arm644.62.0indirecta
npm@rollup/rollup-darwin-arm644.62.0indirecta
npm@rollup/rollup-darwin-x644.62.0indirecta
npm@rollup/rollup-freebsd-arm644.62.0indirecta
npm@rollup/rollup-freebsd-x644.62.0indirecta
npm@rollup/rollup-linux-arm-gnueabihf4.62.0indirecta
npm@rollup/rollup-linux-arm-musleabihf4.62.0indirecta
npm@rollup/rollup-linux-arm64-gnu4.62.0indirecta
npm@rollup/rollup-linux-arm64-musl4.62.0indirecta
npm@rollup/rollup-linux-loong64-gnu4.62.0indirecta
npm@rollup/rollup-linux-loong64-musl4.62.0indirecta
npm@rollup/rollup-linux-ppc64-gnu4.62.0indirecta
npm@rollup/rollup-linux-ppc64-musl4.62.0indirecta
npm@rollup/rollup-linux-riscv64-gnu4.62.0indirecta
npm@rollup/rollup-linux-riscv64-musl4.62.0indirecta
npm@rollup/rollup-linux-s390x-gnu4.62.0indirecta
npm@rollup/rollup-linux-x64-gnu4.62.0indirecta
npm@rollup/rollup-linux-x64-musl4.62.0indirecta
npm@rollup/rollup-openbsd-x644.62.0indirecta
npm@rollup/rollup-openharmony-arm644.62.0indirecta
npm@rollup/rollup-win32-arm64-msvc4.62.0indirecta
npm@rollup/rollup-win32-ia32-msvc4.62.0indirecta
npm@rollup/rollup-win32-x64-gnu4.62.0indirecta
npm@rollup/rollup-win32-x64-msvc4.62.0indirecta
npm@types/babel__core7.20.5indirecta
npm@types/babel__generator7.27.0indirecta
npm@types/babel__template7.4.4indirecta
npm@types/babel__traverse7.28.0indirecta
npm@types/estree1.0.8indirecta
npm@types/estree1.0.9indirecta
npm@types/json-schema7.0.15indirecta
npm@types/node^22.0.0indirecta
npm@types/react19.2.14indirecta
npm@types/react-dom19.2.3indirecta
npm@typescript-eslint/eslint-plugin8.57.0indirecta
npm@typescript-eslint/parser8.57.0indirecta
npm@typescript-eslint/project-service8.57.0indirecta
npm@typescript-eslint/scope-manager8.57.0indirecta
npm@typescript-eslint/tsconfig-utils8.57.0indirecta
npm@typescript-eslint/type-utils8.57.0indirecta
npm@typescript-eslint/types8.57.0indirecta
npm@typescript-eslint/typescript-estree8.57.0indirecta
npm@typescript-eslint/utils8.57.0indirecta
npm@typescript-eslint/visitor-keys8.57.0indirecta
npm@vitejs/plugin-react5.2.0indirecta
npmacorn8.16.0indirecta
npmacorn-jsx5.3.2indirecta
npmai^5.0.52indirecta
npmajv6.14.0indirecta
npmansi-styles4.3.0indirecta
npmargparse2.0.1indirecta
npmbalanced-match1.0.2indirecta
npmbalanced-match4.0.4indirecta
npmbaseline-browser-mapping2.10.7indirecta
npmbrace-expansion1.1.12indirecta
npmbrace-expansion5.0.4indirecta
npmbrowserslist4.28.1indirecta
npmcallsites3.1.0indirecta
npmcaniuse-lite1.0.30001778indirecta
npmchalk4.1.2indirecta
npmcolor-convert2.0.1indirecta
npmcolor-name1.1.4indirecta
npmconcat-map0.0.1indirecta
npmconvert-source-map2.0.0indirecta
npmcross-spawn7.0.6indirecta
npmcsstype3.2.3indirecta
npmdebug4.4.3indirecta
npmdeep-is0.1.4indirecta
npmelectron-to-chromium1.5.313indirecta
npmesbuild0.27.7indirecta
npmescalade3.2.0indirecta
npmescape-string-regexp4.0.0indirecta
npmeslint9.39.4indirecta
npmeslint-plugin-react-hooks5.2.0indirecta
npmeslint-plugin-react-refresh0.4.26indirecta
npmeslint-scope8.4.0indirecta
npmeslint-visitor-keys3.4.3indirecta
npmeslint-visitor-keys4.2.1indirecta
npmeslint-visitor-keys5.0.1indirecta
npmespree10.4.0indirecta
npmesquery1.7.0indirecta
npmesrecurse4.3.0indirecta
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Informe JSON sin procesar legible por máquina
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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": "good",
        "name": "Community & Adoption",
        "value": 75,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 68,
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              "forks": 126,
              "stars": 594,
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
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                "detail": "594 stars",
                "points": 45,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 594
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "126 forks",
                "points": 17.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 126
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "12 watchers",
                "points": 5.8,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 12
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "details": [],
                "max_points": 22.5
              },
              {
                "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": 0,
                "status": "missed",
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              },
              {
                "key": "issue_template",
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                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "details": [],
                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 83,
            "inputs": {
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                "dbt-mcp"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 98401
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            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "98,401 downloads/month across pypi",
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                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 98401,
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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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",
        "value": 80,
        "weight": 0.24,
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          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 2,
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              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
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                  {
                    "code": "bus_factor",
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                      "count": 2
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                  }
                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 39% of commits",
                "points": 13.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 39
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "43 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 43
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 623,
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              "closed_issues": 111,
              "issue_closed_ratio": 0.822,
              "closed_unmerged_prs": 74
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "82% of issues closed",
                "points": 38.4,
                "status": "partial",
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                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 82
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "623/697 decided PRs merged",
                "points": 34.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 623,
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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": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "followers": 2246,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "dbt-labs",
              "public_repos": 407,
              "account_age_days": 3752
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "2,246 followers of dbt-labs",
                "points": 24.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 2246,
                      "login": "dbt-labs"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "407 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 407
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "dbt-mcp"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
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                ],
                "max_points": 35
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              {
                "key": "version_history",
                "name": "Version history",
                "detail": "84 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                      "count": 84
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 84,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 7
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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": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
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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": "25 out of 30 merged PRs checked by a CI test -- score normalized to 8",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "data-analytics",
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                "llm",
                "mcp",
                "mcp-server",
                "model-context-protocol",
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              "has_wiki": false,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "status": "met",
                "details": [
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                    "code": "topics_count",
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": null,
            "notes": [],
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            "inputs": {
              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
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                "status": "met",
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              {
                "key": "branch_protection",
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                "detail": "branch protection is not maximal on development and all release branches",
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              {
                "key": "ci_tests",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: Passing",
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                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
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                "details": [],
                "max_points": 7.5
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "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 19 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 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "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": "91 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 81,
        "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": [
              {
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}

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Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.11.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.