Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-17 14:00 UTC

topoteretes / cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Python · TypeScriptApache-2.0★ 27.975 estrellas⑂ 2675 forksdesde ago 2023Ver en GitHub ↗
#ai#cognitive-architecture#vector-database#ai-agents#graph-database#ai-memory#cognitive-memory#knowledge#knowledge-graph#graph-rag#contributions-welcome#good-first-issue#good-first-pr#help-wanted#open-source#context-engineering#agent-memory#agent-skills#memory-management

topoteretes/cognee tiene un índice de salud de 81 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (100/100) y la más baja, Security (48/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

81
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.

81
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

TopoteretesOrganización
315 seguidores12 repositorios públicosdesde feb 2023

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIcognee-mcp0.5.415631hace 84 días
PyPIcognee1.3.0-151hace 5 días

Métricas por categoría

Vitalidad

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

100Excelente · 22% del índice global

Actividad de desarrollo

100Excelente
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
36/36Cadencia de commits — 52/52 semanas con commits
18/18Volumen de commits — 6021 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year6021
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Disciplina de publicación

100Excelente
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 5 días
27/27Cadencia de publicación — una versión cada ~2,5 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv1.3.0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases2,5
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

84Bueno · 18% del índice global

Popularidad y adopción

96Excelente
Cómo se puntúa
60/60Estrellas — 27.975 estrellas
25/25Forks — 2675 forks
10.8/15Observadores — 90 observadores
Datos de entrada utilizados
forks2675
stars27.975
watchers90
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

92Excelente
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código 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_conductsí
has_pull_request_templatesí

Adopción en el ecosistema (descargas)

53Moderado
Cómo se puntúa
42.6/80Descargas mensuales — 1563 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagescognee-mcp, cognee
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1563
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?

70Bueno · 24% del índice global

Resiliencia de mantenedores (factor bus)

64Moderado
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
15.5/22.5Distribución de commits — el principal contribuyente firma el 31% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled100
top_contributor_share0,309

Capacidad de respuesta a issues y PR

59Moderado
Cómo se puntúa
33.4/46.8Resolución de issues — 71% de issues cerradas
26/38.3Aceptación de PR — 1810/2666 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs1810
open_issues236
closed_issues588
issue_closed_ratio0,714
closed_unmerged_prs856

Propiedad y custodia

63Moderado
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
18/25Alcance del propietario — 315 seguidores de topoteretes
14.9/25Trayectoria — 12 repos públicos, cuenta de ~3 años
Datos de entrada utilizados
followers315
owner_typeOrganization
is_verified—
owner_logintopoteretes
public_repos12
account_age_days1248

Mantenimiento de paquetes

100Excelente
Cómo se puntúa
25/25Publicado y resoluble — 2 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 5 días
20/20Historial de versiones — 151 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagescognee-mcp, cognee
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

96Excelente · 20% del índice global

Prácticas de ingeniería

94Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 47 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .eslintrc.json, eslint.config.mjs
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configsí

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://www.cognee.ai
10/10Descripción del repositorio
10/10Topics — 19 topics
10/10Wiki
Datos de entrada utilizados
topicsai, cognitive-architecture, vector-database, ai-agents, graph-database, ai-memory, cognitive-memory, knowledge, knowledge-graph, graph-rag, contributions-welcome, good-first-issue, good-first-pr, help-wanted, open-source, context-engineering, agent-memory, agent-skills, memory-management
has_wikisí
homepagehttps://www.cognee.ai
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?

48En riesgo · 16% del índice global

Postura de seguridad

48En riesgo
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 8 out of 8 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
0/7.5Code-Review — Found 0/8 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 13 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 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
4.5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 219 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,8
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, signed_releases. Los pesos restantes se han renormalizado.

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.

79Bueno · 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_bytes21.055
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)

88Excelente
Cómo se puntúa
18/18Arranque con un solo comando — mise.toml
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .eslintrc.json, eslint.config.mjs
11/11Verificación estática de tipos — cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_testssí
lockfilespackage-lock.json, poetry.lock, uv.lock
has_dockerfilesí
typed_languageno
bootstrap_filesmise.toml
has_devcontainersí
has_linter_configsí
typecheck_configscognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. 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 (cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json)
54.7/55Tamaños de archivo manejables — 11/2039 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes151.034
source_files_sampled2039
oversized_source_files11

Interfaces legibles por máquina

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

Datos clave

27.975estrellas de GitHub
100contribuidores
6021commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
2factor bus
236issues abiertas
npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Could not fetch pypi package 'cognee-starter' from its registry

Más detalle

OpenSSF Scorecard 4.8 / 10
4.8agregado

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 13:59 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/8 approved changesets -- score normalized to 0
10Contributorsproject has 13 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 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool is not run on all commits -- score normalized to 7
9Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities219 existing vulnerabilities detected
Dependencias directas 70
RegistroPaqueteRestricción de versiónManifiesto
npm@mantine/core^8.3.13cognee-frontend/package.json
npm@mantine/dropzone^8.3.14cognee-frontend/package.json
npm@mantine/form^8.3.13cognee-frontend/package.json
npm@mantine/hooks^8.3.13cognee-frontend/package.json
npm@mantine/modals^8.3.13cognee-frontend/package.json
npm@mantine/notifications^8.3.14cognee-frontend/package.json
npmclassnames^2.5.1cognee-frontend/package.json
npmculori^4.0.2cognee-frontend/package.json
npmd3-force-3d^3.0.6cognee-frontend/package.json
npmembla-carousel-autoplay^8.6.0cognee-frontend/package.json
npmembla-carousel-fade^8.6.0cognee-frontend/package.json
npmembla-carousel-react^8.6.0cognee-frontend/package.json
npmjose^6.0.11cognee-frontend/package.json
npmmantine-form-valibot-resolver^3.0.1cognee-frontend/package.json
npmnext^16.0.8cognee-frontend/package.json
npmreact^19.1.2cognee-frontend/package.json
npmreact-dom^19.1.2cognee-frontend/package.json
npmreact-error-boundary^6.0.0cognee-frontend/package.json
npmreact-force-graph-2d^1.29.0cognee-frontend/package.json
npmreact-markdown^10.1.0cognee-frontend/package.json
npmuuid^11.1.0cognee-frontend/package.json
npmvalibot^1.2.0cognee-frontend/package.json
PyPIcognee>=1.1.0,<2.0.0cognee-mcp/pyproject.toml
PyPImcp>=1.12.0,<2.0.0cognee-mcp/pyproject.toml
PyPIuv>=0.6.3,<1.0.0cognee-mcp/pyproject.toml
PyPIhttpx>=0.27.0,<1.0.0cognee-mcp/pyproject.toml
PyPIcognee>=1.0.0,<2.0.0cognee-starter-kit/pyproject.toml
PyPIopenai>=1.80.1pyproject.toml
PyPIpython-dotenv>=1.0.1,<2.0.0pyproject.toml
PyPIpydantic>=2.10.5pyproject.toml
PyPIpydantic-settings>=2.2.1,!=2.12.*,!=2.13.*,!=2.14.0,!=2.14.1,<3pyproject.toml
PyPItyping_extensions>=4.12.2,<5.0.0pyproject.toml
PyPInumpy>=1.26.4, <=4.0.0pyproject.toml
PyPIsqlalchemy>=2.0.39,<3.0.0pyproject.toml
PyPIaiosqlite>=0.20.0,<1.0.0pyproject.toml
PyPIfilelock>=3.12.0,<4.0.0pyproject.toml
PyPItiktoken>=0.8.0,<1.0.0pyproject.toml
PyPIlitellm>=1.83.7pyproject.toml
PyPIinstructor>=1.9.1,<1.15.3pyproject.toml
PyPIfiletype>=1.2.0,<2.0.0pyproject.toml
PyPIaiohttp>=3.13.5,<4.0.0pyproject.toml
PyPIaiofiles>=23.2.1pyproject.toml
PyPIrdflib>=7.1.4,<7.2.0pyproject.toml
PyPIpypdf>=6.6.2,<7.0.0pyproject.toml
PyPIjinja2>=3.1.3,<4pyproject.toml
PyPIlancedb>=0.24.3,<1.0.0pyproject.toml
PyPInbformat>=5.7.0,<6.0.0pyproject.toml
PyPIalembic>=1.13.3,<2pyproject.toml
PyPIlimits>=4.4.1,<5pyproject.toml
PyPIfastapi>=0.116.2,<1.0.0pyproject.toml
PyPIstarlette>=0.48pyproject.toml
PyPIpython-multipart>=0.0.22,<1.0.0pyproject.toml
PyPIfastapi-users>=15.0.2pyproject.toml
PyPIstructlog>=25.2.0,<26pyproject.toml
PyPIpympler>=1.1,<2.0.0pyproject.toml
PyPIpylance>=0.22.0,<=0.36.0pyproject.toml
PyPIladybug>=0.16.0,<0.18pyproject.toml
PyPIpython-magic-bin<0.5pyproject.toml
PyPInetworkx>=3.4.2,<4pyproject.toml
PyPIuvicorn>=0.34.0,<1.0.0pyproject.toml
PyPIgunicorn>=20.1.0,<24pyproject.toml
PyPIwebsockets>=15.0.1,<16.0.0pyproject.toml
PyPItenacity>=9.0.0pyproject.toml
PyPIfakeredis>=2.32.0pyproject.toml
PyPIdiskcache>=5.6.3pyproject.toml
PyPIaiolimiter>=1.2.1pyproject.toml
PyPIurllib3>=2.6.0pyproject.toml
PyPIcbor2>=5.8.0pyproject.toml
PyPIlangdetect>=1.0.9pyproject.toml
PyPIdatamodel-code-generator>=0.54.0pyproject.toml
Todas las dependencias 1865

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 117 paquetes directos y 1748 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npm@mantine/core8.3.18directa
npm@mantine/dropzone8.3.18directa
npm@mantine/form8.3.18directa
npm@mantine/hooks8.3.18directa
npm@mantine/modals8.3.18directa
npm@mantine/notifications8.3.18directa
npmclassnames2.5.1directa
npmculori4.0.2directa
npmd3-force-3d3.0.6directa
npmembla-carousel-autoplay8.6.0directa
npmembla-carousel-fade8.6.0directa
npmembla-carousel-react8.6.0directa
npmjose6.2.2directa
npmjose6.2.3directa
npmmantine-form-valibot-resolver3.0.1directa
npmnext16.1.6directa
npmreact19.2.3directa
npmreact19.2.5directa
npmreact-dom19.2.3directa
npmreact-dom19.2.5directa
npmreact-error-boundary6.1.2directa
npmreact-force-graph-2d1.29.1directa
npmreact-markdown10.1.0directa
npmuuid11.1.1directa
npmvalibot1.4.1directa
PyPIaiofiles25.1.0directa
PyPIaiohttp3.13.5directa
PyPIaiohttp3.14.1directa
PyPIaiolimiter1.2.1directa
PyPIaiosqlite0.22.1directa
PyPIalembic1.18.4directa
PyPIalembic1.18.5directa
PyPIcbor25.8.0directa
PyPIcbor26.1.2directa
PyPIcbor26.1.3directa
PyPIcognee—directa
PyPIcognee0.2.0directa
PyPIcognee1.2.2directa
PyPIcognee1.3.0directa
PyPIdatamodel-code-generator0.54.0directa
PyPIdatamodel-code-generator0.64.0directa
PyPIdatamodel-code-generator0.68.1directa
PyPIdiskcache5.6.3directa
PyPIfakeredis2.34.1directa
PyPIfakeredis2.36.2directa
PyPIfastapi0.133.1directa
PyPIfastapi0.137.2directa
PyPIfastapi0.139.0directa
PyPIfastapi-users15.0.4directa
PyPIfastapi-users15.0.5directa
PyPIfilelock3.24.3directa
PyPIfilelock3.29.4directa
PyPIfilelock3.29.7directa
PyPIfiletype1.2.0directa
PyPIgunicorn23.0.0directa
PyPIhttpx0.28.1directa
PyPIinstructor1.15.1directa
PyPIjinja23.1.6directa
PyPIladybug0.16.0directa
PyPIladybug0.17.1directa
PyPIlancedb0.29.2directa
PyPIlancedb0.33.0directa
PyPIlancedb0.34.0directa
PyPIlangdetect1.0.9directa
PyPIlimits4.8.0directa
PyPIlitellm1.83.7directa
PyPIlitellm1.85.0.dev1directa
PyPIlitellm1.89.2directa
PyPIlitellm1.91.1directa
PyPImcp1.28.1directa
PyPInbformat5.10.4directa
PyPInetworkx3.4.2directa
PyPInetworkx3.6.1directa
PyPInumpy1.26.4directa
PyPInumpy2.2.6directa
PyPInumpy2.3.5directa
PyPInumpy2.4.2directa
PyPInumpy2.4.6directa
PyPIopenai—directa
PyPIopenai2.30.0directa
PyPIopenai2.32.0directa
PyPIopenai2.43.0directa
PyPIopenai2.44.0directa
PyPIpydantic2.12.5directa
PyPIpydantic2.13.4directa
PyPIpydantic-settings2.11.0directa
PyPIpydantic-settings2.14.2directa
PyPIpylance0.36.0directa
PyPIpympler1.1directa
PyPIpypdf6.13.3directa
PyPIpypdf6.14.2directa
PyPIpypdf6.7.3directa
PyPIpython-dotenv1.0.1directa
PyPIpython-dotenv1.2.1directa
PyPIpython-dotenv1.2.2directa
PyPIpython-magic-bin0.4.14directa
PyPIpython-multipart0.0.22directa
PyPIpython-multipart0.0.32directa
PyPIrdflib7.1.4directa
PyPIsqlalchemy2.0.47directa
PyPIsqlalchemy2.0.51directa
PyPIstarlette0.52.1directa
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npmws8.21.0indirecta
npmxml-name-validator5.0.0indirecta
npmxmlchars2.2.0indirecta
npmy18n5.0.8indirecta
npmyallist3.1.1indirecta
npmyargs17.7.2indirecta
npmyargs-parser21.1.1indirecta
npmyn3.1.1indirecta
npmyocto-queue0.1.0indirecta
npmzod4.3.6indirecta
npmzod-to-json-schema3.25.2indirecta
npmzwitch2.0.4indirecta
PyPIaccelerate1.12.0indirecta
PyPIaccelerate1.14.0indirecta
PyPIaiobotocore2.26.0indirecta
PyPIaiohappyeyeballs2.6.1indirecta
PyPIaiohappyeyeballs2.6.2indirecta
PyPIaiohappyeyeballs2.7.1indirecta
PyPIaioitertools0.13.0indirecta
PyPIaiosignal1.4.0indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanthropic0.109.2indirecta
PyPIanthropic0.84.0indirecta
PyPIantlr4-python3-runtime4.9.3indirecta
PyPIanyio4.12.1indirecta
PyPIanyio4.14.0indirecta
PyPIanyio4.14.1indirecta
PyPIappnope0.1.4indirecta
PyPIapscheduler3.11.0indirecta
PyPIargcomplete3.6.3indirecta
PyPIargcomplete3.7.0indirecta
PyPIargon2-cffi25.1.0indirecta
PyPIargon2-cffi-bindings25.1.0indirecta
PyPIarrow1.4.0indirecta
PyPIasttokens3.0.1indirecta
PyPIasync-lru2.2.0indirecta
PyPIasync-lru2.3.0indirecta
PyPIasync-timeout5.0.1indirecta
PyPIasyncpg0.31.0indirecta
PyPIattrs25.4.0indirecta
PyPIattrs26.1.0indirecta
PyPIazure-core1.39.0indirecta
PyPIazure-core1.41.0indirecta
PyPIazure-identity1.25.3indirecta
PyPIbabel2.18.0indirecta
PyPIbackoff2.2.1indirecta
PyPIbackports-asyncio-runner1.2.0indirecta
PyPIbackrefs6.2indirecta
PyPIbackrefs7.0indirecta
PyPIbaml-py0.206.0indirecta
PyPIbanks2.4.1indirecta
PyPIbanks2.4.3indirecta
PyPIbcrypt5.0.0indirecta
PyPIbeautifulsoup44.14.3indirecta
PyPIbeautifulsoup44.15.0indirecta
PyPIbidict0.23.1indirecta
PyPIblack26.1.0indirecta
PyPIblack26.5.1indirecta
PyPIbleach6.3.0indirecta
PyPIbleach6.4.0indirecta
PyPIblinker1.9.0indirecta
PyPIblis1.3.3indirecta
PyPIboto31.41.5indirecta
PyPIbotocore1.41.5indirecta
PyPIbrotli1.2.0indirecta
PyPIcatalogue2.0.10indirecta
PyPIcertifi2026.2.25indirecta
PyPIcertifi2026.6.17indirecta
PyPIcffi2.0.0indirecta
PyPIcffi2.1.0indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.4.4indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIcharset-normalizer3.4.9indirecta
PyPIclick8.1.8indirecta
PyPIclick8.2.1indirecta
PyPIclick8.4.2indirecta
PyPIcloudpathlib0.23.0indirecta
PyPIcloudpathlib0.24.0indirecta
PyPIcognee-mcp0.5.4indirecta
PyPIcolorama0.4.6indirecta
PyPIcoloredlogs15.0.1indirecta
PyPIcolorlog6.10.1indirecta
PyPIcomm0.2.3indirecta
PyPIconfection0.1.5indirecta
PyPIconfection1.3.3indirecta
PyPIconfigargparse1.7.5indirecta
PyPIcontourpy1.3.2indirecta
PyPIcontourpy1.3.3indirecta
PyPIcoverage7.13.4indirecta
PyPIcoverage7.14.1indirecta
PyPIcryptography46.0.5indirecta
PyPIcryptography49.0.0indirecta
PyPIcsscompressor0.9.5indirecta
PyPIcuda-bindings12.9.4indirecta
PyPIcuda-bindings13.3.1indirecta
PyPIcuda-pathfinder1.4.0indirecta
PyPIcuda-pathfinder1.5.5indirecta
PyPIcuda-pathfinder1.5.6indirecta
PyPIcuda-toolkit13.0.2indirecta
PyPIcuda-toolkit13.0.3.0indirecta
PyPIcycler0.12.1indirecta
PyPIcymem2.0.13indirecta
PyPIdataclasses-json0.6.7indirecta
PyPIdebugpy1.8.20indirecta
PyPIdebugpy1.8.21indirecta
PyPIdecorator5.2.1indirecta
PyPIdecorator5.3.1indirecta
PyPIdeepeval—indirecta
PyPIdeepeval3.3.9indirecta
PyPIdefusedxml0.7.1indirecta
PyPIdeprecated1.3.1indirecta
PyPIdeprecation2.1.0indirecta
PyPIdeptry0.20.0indirecta
PyPIdill0.4.1indirecta
PyPIdirtyjson1.0.8indirecta
PyPIdistlib0.4.0indirecta
PyPIdistlib0.4.3indirecta
PyPIdistro1.9.0indirecta
PyPIdlt1.22.1indirecta
PyPIdlt1.28.0indirecta
PyPIdnspython2.8.0indirecta
PyPIdocling2.70.0indirecta
PyPIdocling-core2.60.1indirecta
PyPIdocling-ibm-models3.11.0indirecta
PyPIdocling-ibm-models3.13.3indirecta
PyPIdocling-parse4.7.3indirecta
PyPIdocstring-parser0.17.0indirecta
PyPIdocstring-parser0.18.0indirecta
PyPIdotenv—indirecta
PyPIeffdet0.4.1indirecta
PyPIemail-validator2.3.0indirecta
PyPIemoji2.15.0indirecta
PyPIet-xmlfile2.0.0indirecta
PyPIeval-type-backport0.3.1indirecta
PyPIeval-type-backport0.4.0indirecta
PyPIexceptiongroup1.3.1indirecta
PyPIexecnet2.1.2indirecta
PyPIexecuting2.2.1indirecta
PyPIfaker40.23.0indirecta
PyPIfaker40.5.1indirecta
PyPIfastapi-users-db-sqlalchemy7.0.0indirecta
PyPIfastembed0.6.0indirecta
PyPIfastembed0.7.4indirecta
PyPIfastjsonschema2.21.2indirecta
PyPIfastuuid0.14.0indirecta
PyPIflask3.1.3indirecta
PyPIflask-cors6.0.2indirecta
PyPIflask-cors6.0.5indirecta
PyPIflask-login0.6.3indirecta
PyPIflatbuffers25.12.19indirecta
PyPIfonttools4.61.1indirecta
PyPIfonttools4.63.0indirecta
PyPIfqdn1.5.1indirecta
PyPIfrozenlist1.8.0indirecta
PyPIfsspec2025.3.2indirecta
PyPIfsspec2026.6.0indirecta
PyPIgdown—indirecta
PyPIgdown5.2.1indirecta
PyPIgdown5.2.2indirecta
PyPIgenson1.3.0indirecta
PyPIgenson1.4.0indirecta
PyPIgevent25.5.1indirecta
PyPIgeventhttpclient2.3.9indirecta
PyPIghp-import2.1.0indirecta
PyPIgitdb4.0.12indirecta
PyPIgitpython3.1.46indirecta
PyPIgitpython3.1.50indirecta
PyPIgiturlparse0.14.0indirecta
PyPIgiturlparse0.15.0indirecta
PyPIgoogle-api-core2.30.0indirecta
PyPIgoogle-api-core2.31.0indirecta
PyPIgoogle-api-python-client2.198.0indirecta
PyPIgoogle-auth2.48.0indirecta
PyPIgoogle-auth2.55.0indirecta
PyPIgoogle-auth2.55.2indirecta
PyPIgoogle-auth-httplib20.4.0indirecta
PyPIgoogle-auth-oauthlib1.4.0indirecta
PyPIgoogle-cloud-vision3.12.1indirecta
PyPIgoogle-cloud-vision3.14.0indirecta
PyPIgoogle-cloud-vision3.15.0indirecta
PyPIgoogle-genai1.65.0indirecta
PyPIgoogle-genai1.75.0indirecta
PyPIgoogleapis-common-protos1.72.0indirecta
PyPIgoogleapis-common-protos1.75.0indirecta
PyPIgraphiti-core—indirecta
PyPIgraphiti-core0.28.2indirecta
PyPIgraphiti-core0.29.2indirecta
PyPIgreenlet3.3.2indirecta
PyPIgreenlet3.5.2indirecta
PyPIgreenlet3.5.3indirecta
PyPIgriffe2.0.0indirecta
PyPIgriffe2.0.2indirecta
PyPIgriffecli2.0.0indirecta
PyPIgriffecli2.0.2indirecta
PyPIgriffelib2.0.0indirecta
PyPIgriffelib2.0.2indirecta
PyPIgroq0.37.1indirecta
PyPIgrpcio1.78.0indirecta
PyPIgrpcio1.81.1indirecta
PyPIgrpcio1.82.1indirecta
PyPIgrpcio-status1.78.0indirecta
PyPIgrpcio-status1.81.1indirecta
PyPIgrpcio-status1.82.1indirecta
PyPIgrpclib0.4.9indirecta
PyPIh110.16.0indirecta
PyPIh24.3.0indirecta
PyPIhf-xet1.3.1indirecta
PyPIhf-xet1.5.1indirecta
PyPIhpack4.1.0indirecta
PyPIhtml5lib1.1indirecta
PyPIhtmlmin20.1.13indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttplib20.32.0indirecta
PyPIhttpx-sse0.4.3indirecta
PyPIhuggingface-hub0.36.2indirecta
PyPIhuggingface-hub1.23.0indirecta
PyPIhumanfriendly10.0indirecta
PyPIhumanize4.15.0indirecta
PyPIhyperframe6.1.0indirecta
PyPIidentify2.6.16indirecta
PyPIidentify2.6.19indirecta
PyPIidna3.11indirecta
PyPIidna3.18indirecta
PyPIimportlib-metadata8.5.0indirecta
PyPIimportlib-metadata8.7.1indirecta
PyPIimportlib-metadata8.9.0indirecta
PyPIinflect7.5.0indirecta
PyPIiniconfig2.3.0indirecta
PyPIinstaller0.7.0indirecta
PyPIinvoke2.2.1indirecta
PyPIipykernel7.2.0indirecta
PyPIipykernel7.3.0indirecta
PyPIipython8.38.0indirecta
PyPIipython8.39.0indirecta
PyPIipython9.10.0indirecta
PyPIipython9.14.1indirecta
PyPIipython-pygments-lexers1.1.1indirecta
PyPIisodate0.7.2indirecta
PyPIisoduration20.11.0indirecta
PyPIisort6.1.0indirecta
PyPIisort8.0.1indirecta
PyPIitsdangerous2.2.0indirecta
PyPIjedi0.19.2indirecta
PyPIjedi0.20.0indirecta
PyPIjiter0.10.0indirecta
PyPIjiter0.13.0indirecta
PyPIjmespath1.1.0indirecta
PyPIjoblib1.5.3indirecta
PyPIjsmin3.0.1indirecta
PyPIjson50.13.0indirecta
PyPIjson50.14.0indirecta
PyPIjsonlines4.0.0indirecta
PyPIjsonpatch1.33indirecta
PyPIjsonpath-ng1.7.0indirecta
PyPIjsonpath-ng1.8.0indirecta
PyPIjsonpointer3.0.0indirecta
PyPIjsonpointer3.1.1indirecta
PyPIjsonref1.1.0indirecta
PyPIjsonschema4.23.0indirecta
PyPIjsonschema4.26.0indirecta
PyPIjsonschema-specifications2025.9.1indirecta
PyPIjupyter-client8.8.0indirecta
PyPIjupyter-client8.9.1indirecta
PyPIjupyter-core5.9.1indirecta
PyPIjupyter-events0.12.0indirecta
PyPIjupyter-events0.12.1indirecta
PyPIjupyter-lsp2.3.0indirecta
PyPIjupyter-lsp2.3.1indirecta
PyPIjupyter-server2.17.0indirecta
PyPIjupyter-server2.20.0indirecta
PyPIjupyter-server-terminals0.5.4indirecta
PyPIjupyterlab4.5.5indirecta
PyPIjupyterlab4.5.9indirecta
PyPIjupyterlab-pygments0.3.0indirecta
PyPIjupyterlab-server2.28.0indirecta
PyPIkiwisolver1.4.9indirecta
PyPIkiwisolver1.5.0indirecta
PyPIlance-namespace0.5.2indirecta
PyPIlance-namespace0.8.6indirecta
PyPIlance-namespace0.9.0indirecta
PyPIlance-namespace-urllib3-client0.5.2indirecta
PyPIlance-namespace-urllib3-client0.8.6indirecta
PyPIlance-namespace-urllib3-client0.9.0indirecta
PyPIlangchain-aws1.1.0indirecta
PyPIlangchain-core1.2.16indirecta
PyPIlangchain-core1.4.7indirecta
PyPIlangchain-openai—indirecta
PyPIlangchain-protocol0.0.17indirecta
PyPIlangchain-text-splitters0.3.11indirecta
PyPIlangsmith0.7.7indirecta
PyPIlangsmith0.8.16indirecta
PyPIlark1.3.1indirecta
PyPIlatex2mathml3.78.1indirecta
PyPIlatex2mathml3.81.0indirecta
PyPIlightrag-hku—indirecta
PyPIllama-cpp-python0.3.16indirecta
PyPIllama-cpp-python0.3.30indirecta
PyPIllama-index-core0.14.20indirecta
PyPIllama-index-core0.14.22indirecta
PyPIllama-index-instrumentation0.5.0indirecta
PyPIllama-index-workflows2.19.0indirecta
PyPIllama-index-workflows2.22.0indirecta
PyPIllvmlite0.46.0indirecta
PyPIllvmlite0.47.0indirecta
PyPIllvmlite0.48.0indirecta
PyPIlocust2.39.1indirecta
PyPIlocust-cloud1.30.0indirecta
PyPIloguru0.7.3indirecta
PyPIlupa2.6indirecta
PyPIlupa2.8indirecta
PyPIlxml4.9.4indirecta
PyPIlxml5.4.0indirecta
PyPIlxml6.0.2indirecta
PyPIlxml6.1.1indirecta
PyPImakefun1.16.0indirecta
PyPImako1.3.10indirecta
PyPImako1.3.12indirecta
PyPImarkdown3.10.2indirecta
PyPImarkdown-it-py4.0.0indirecta
PyPImarkdown-it-py4.2.0indirecta
PyPImarko2.2.2indirecta
PyPImarko2.2.3indirecta
PyPImarkupsafe3.0.3indirecta
PyPImarshmallow3.26.2indirecta
PyPImatplotlib3.10.0indirecta
PyPImatplotlib3.10.8indirecta
PyPImatplotlib3.10.9indirecta
PyPImatplotlib3.11.0indirecta
PyPImatplotlib-inline0.2.1indirecta
PyPImatplotlib-inline0.2.2indirecta
PyPImdurl0.1.2indirecta
PyPImem0ai—indirecta
PyPImergedeep1.3.4indirecta
PyPImistral-common1.11.2indirecta
PyPImistral-common1.11.3indirecta
PyPImistral-common1.9.1indirecta
PyPImistralai1.12.4indirecta
PyPImistune3.2.0indirecta
PyPImistune3.2.1indirecta
PyPImkdocs1.6.1indirecta
PyPImkdocs-autorefs1.4.4indirecta
PyPImkdocs-get-deps0.2.0indirecta
PyPImkdocs-get-deps0.2.2indirecta
PyPImkdocs-material9.7.3indirecta
PyPImkdocs-material9.7.6indirecta
PyPImkdocs-material-extensions1.3.1indirecta
PyPImkdocs-minify-plugin0.8.0indirecta
PyPImkdocstrings0.26.2indirecta
PyPImkdocstrings-python1.13.0indirecta
PyPIml-dtypes0.5.4indirecta
PyPImmh35.2.0indirecta
PyPImmh35.2.1indirecta
PyPImodal—indirecta
PyPImodal1.3.4indirecta
PyPImodal1.5.0indirecta
PyPImonotonic1.6indirecta
PyPImore-itertools10.8.0indirecta
PyPImore-itertools11.1.0indirecta
PyPImpire2.10.2indirecta
PyPImpmath1.3.0indirecta
PyPImsal1.35.1indirecta
PyPImsal1.37.0indirecta
PyPImsal-extensions1.3.1indirecta
PyPImsgpack1.1.2indirecta
PyPImsgpack1.2.0indirecta
PyPImsoffcrypto-tool6.0.0indirecta
PyPImultidict6.7.1indirecta
PyPImultiprocess0.70.19indirecta
PyPImurmurhash1.0.15indirecta
PyPImypy-extensions1.1.0indirecta
PyPInano-vectordb—indirecta
PyPInarwhals2.17.0indirecta
PyPInarwhals2.22.1indirecta
PyPInbclient0.10.4indirecta
PyPInbclient0.11.0indirecta
PyPInbconvert7.17.0indirecta
PyPInbconvert7.17.1indirecta
PyPIneo4j5.28.3indirecta
PyPIneo4j5.28.4indirecta
PyPInest-asyncio1.6.0indirecta
PyPInest-asyncio21.7.2indirecta
PyPInltk3.10.0indirecta
PyPInltk3.9.3indirecta
PyPInltk3.9.4indirecta
PyPInodeenv1.10.0indirecta
PyPInotebook7.5.4indirecta
PyPInotebook7.5.7indirecta
PyPInotebook-shim0.2.4indirecta
PyPInumba0.64.0indirecta
PyPInumba0.65.1indirecta
PyPInumba0.66.0indirecta
PyPInvidia-cublas13.1.1.3indirecta
PyPInvidia-cublas-cu1212.8.4.1indirecta
PyPInvidia-cuda-cupti13.0.85indirecta
PyPInvidia-cuda-cupti-cu1212.8.90indirecta
PyPInvidia-cuda-nvrtc13.0.88indirecta
PyPInvidia-cuda-nvrtc-cu1212.8.93indirecta
PyPInvidia-cuda-runtime13.0.96indirecta
PyPInvidia-cuda-runtime-cu1212.8.90indirecta
PyPInvidia-cudnn-cu129.10.2.21indirecta
PyPInvidia-cudnn-cu139.20.0.48indirecta
PyPInvidia-cufft12.0.0.61indirecta
PyPInvidia-cufft-cu1211.3.3.83indirecta
PyPInvidia-cufile1.15.1.6indirecta
PyPInvidia-cufile-cu121.13.1.3indirecta
PyPInvidia-curand10.4.0.35indirecta
PyPInvidia-curand-cu1210.3.9.90indirecta
PyPInvidia-cusolver12.0.4.66indirecta
PyPInvidia-cusolver-cu1211.7.3.90indirecta
PyPInvidia-cusparse12.6.3.3indirecta
PyPInvidia-cusparse-cu1212.5.8.93indirecta
PyPInvidia-cusparselt-cu120.7.1indirecta
PyPInvidia-cusparselt-cu130.8.1indirecta
PyPInvidia-nccl-cu122.27.5indirecta
PyPInvidia-nccl-cu132.29.7indirecta
PyPInvidia-nvjitlink13.0.88indirecta
PyPInvidia-nvjitlink13.3.33indirecta
PyPInvidia-nvjitlink-cu1212.8.93indirecta
PyPInvidia-nvshmem-cu123.4.5indirecta
PyPInvidia-nvshmem-cu133.4.5indirecta
PyPInvidia-nvtx13.0.85indirecta
PyPInvidia-nvtx-cu1212.8.90indirecta
PyPIoauthlib3.3.1indirecta
PyPIocrmac1.0.1indirecta
PyPIolefile0.47indirecta
PyPIollama0.6.1indirecta
PyPIollama0.6.2indirecta
PyPIomegaconf2.3.0indirecta
PyPIomegaconf2.3.1indirecta
PyPIonnx1.20.1indirecta
PyPIonnx1.22.0indirecta
PyPIonnxruntime1.22.1indirecta
PyPIonnxruntime1.23.2indirecta
PyPIonnxruntime1.25.1indirecta
PyPIonnxruntime1.27.0indirecta
PyPIopencv-python4.13.0.92indirecta
PyPIopencv-python5.0.0.93indirecta
PyPIopenpyxl3.1.5indirecta
PyPIopentelemetry-api1.39.1indirecta
PyPIopentelemetry-api1.42.1indirecta
PyPIopentelemetry-exporter-otlp-proto-common1.39.1indirecta
PyPIopentelemetry-exporter-otlp-proto-common1.42.1indirecta
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1indirecta
PyPIopentelemetry-exporter-otlp-proto-grpc1.42.1indirecta
PyPIopentelemetry-exporter-otlp-proto-http1.39.1indirecta
PyPIopentelemetry-exporter-otlp-proto-http1.42.1indirecta
PyPIopentelemetry-proto1.39.1indirecta
PyPIopentelemetry-proto1.42.1indirecta
PyPIopentelemetry-sdk1.39.1indirecta
PyPIopentelemetry-sdk1.42.1indirecta
PyPIopentelemetry-semantic-conventions0.60b1indirecta
PyPIopentelemetry-semantic-conventions0.63b1indirecta
PyPIorjson3.11.7indirecta
PyPIorjson3.11.9indirecta
PyPIoverrides7.7.0indirecta
PyPIpackaging24.2indirecta
PyPIpaginate0.5.7indirecta
PyPIpandas2.3.3indirecta
PyPIpandocfilters1.5.1indirecta
PyPIparso0.8.6indirecta
PyPIparso0.8.7indirecta
PyPIpathlib—indirecta
PyPIpathspec1.0.4indirecta
PyPIpathspec1.1.1indirecta
PyPIpathvalidate3.3.1indirecta
PyPIpdf2image1.17.0indirecta
PyPIpdfminer-six20260107indirecta
PyPIpendulum3.2.0indirecta
PyPIpexpect4.9.0indirecta
PyPIpgvector0.3.6indirecta
PyPIpi-heif1.2.1indirecta
PyPIpi-heif1.4.0indirecta
PyPIpikepdf10.3.0indirecta
PyPIpikepdf10.8.0indirecta
PyPIpikepdf10.9.1indirecta
PyPIpillow11.3.0indirecta
PyPIpillow12.3.0indirecta
PyPIplatformdirs4.10.0indirecta
PyPIplatformdirs4.9.2indirecta
PyPIplaywright1.58.0indirecta
PyPIplaywright1.60.0indirecta
PyPIplotly—indirecta
PyPIplotly6.5.2indirecta
PyPIplotly6.8.0indirecta
PyPIpluggy1.6.0indirecta
PyPIply3.11indirecta
PyPIpolyfactory3.3.0indirecta
PyPIportalocker3.2.0indirecta
PyPIposthog3.25.0indirecta
PyPIpre-commit4.5.1indirecta
PyPIpre-commit4.6.0indirecta
PyPIpreshed3.0.12indirecta
PyPIpreshed3.0.13indirecta
PyPIprometheus-client0.24.1indirecta
PyPIprometheus-client0.25.0indirecta
PyPIprompt-toolkit3.0.52indirecta
PyPIpropcache0.4.1indirecta
PyPIpropcache0.5.2indirecta
PyPIprotego0.6.0indirecta
PyPIprotego0.6.1indirecta
PyPIproto-plus1.27.1indirecta
PyPIproto-plus1.28.0indirecta
PyPIproto-plus1.28.1indirecta
PyPIprotobuf6.33.5indirecta
PyPIprotobuf6.33.6indirecta
PyPIprotobuf7.35.1indirecta
PyPIpsutil7.2.2indirecta
PyPIpsycopg22.9.11indirecta
PyPIpsycopg22.9.12indirecta
PyPIpsycopg2-binary2.9.11indirecta
PyPIpsycopg2-binary2.9.12indirecta
PyPIptyprocess0.7.0indirecta
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                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
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                "max_points": 10
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          },
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            "key": "release_discipline",
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                "key": "ships_releases",
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                "detail": "100 releases published",
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                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~2.5 days",
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                  {
                    "code": "release_cadence",
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                "max_points": 27
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                "key": "openssf_scorecard_signed_releases",
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          },
          {
            "key": "abandonment",
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              "cap": null,
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        ],
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      {
        "key": "community",
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                    "code": "stars",
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                "max_points": 60
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              {
                "key": "forks",
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                      "count": 2675
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
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                    "code": "watchers",
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          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
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                "key": "readme",
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              {
                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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              {
                "key": "contributing_guide",
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              },
              {
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                "code": "excluded_no_data",
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              {
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            "value": 53,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
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                "details": [
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                "key": "registry_dependents",
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                "status": "excluded",
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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                "key": "commit_distribution",
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
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                "details": [],
                "max_points": 10
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            ]
          },
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            "key": "responsiveness",
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            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 1810,
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              "issue_closed_ratio": 0.714,
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
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                "max_points": 46.75
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                "key": "pr_acceptance",
                "name": "PR acceptance",
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                    "code": "decided_prs_merged",
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                "max_points": 38.25
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                "key": "openssf_scorecard_code_review",
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                "max_points": 20
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        ],
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        ],
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                "key": "code_review",
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                "key": "dangerous_workflow",
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "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 9 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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                  }
                ],
                "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": "219 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
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            "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": 6
            },
            "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": 79,
        "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.",
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                "params": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
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              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
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            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "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": [
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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            "value": 88,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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                "poetry.lock",
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              "has_linter_config": true,
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                "cognee-mcp/apps-src/tsconfig.json"
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              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "mise.toml",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "mise.toml"
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                "max_points": 18
              },
              {
                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc.json, eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.json, eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 151034,
              "source_files_sampled": 2039,
              "oversized_source_files": 11
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json)",
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                "status": "partial",
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                  {
                    "code": "typecheck_config_language",
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              },
              {
                "key": "manageable_file_sizes",
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                  {
                    "code": "oversized_source_files",
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                      "sampled": 2039,
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          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
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                "notebooks"
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              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
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                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "demos, examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos, examples, notebooks"
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                  }
                ],
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              }
            ]
          }
        ],
        "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": [
    "Could not fetch pypi package 'cognee-starter' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T14:00:06.020702Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/topoteretes/cognee.svg",
  "full_name": "topoteretes/cognee",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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.