Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-14 12:19 UTC

txn2 / mcp-data-platform

A semantic data platform MCP server that composes multiple data tools with bidirectional cross-injection - tool responses automatically include critical context from other services.

Go · TypeScriptApache-2.0★ 9 estrellas⑂ 2 forksdesde ene 2026Ver en GitHub ↗
#data-analysis#data-lake#data-warehouse#golang#golang-library#mcp#mcp-server

txn2/mcp-data-platform tiene un índice de salud de 73 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es AI Readiness (99/100) y la más baja, Community & Adoption (51/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

73
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.

73
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

txn2: Kubernetes apps and system utilities.Organización
27 seguidores93 repositorios públicosdesde abr 2018

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

Métricas por categoría

Vitalidad

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

88Excelente · 22% del índice global

Actividad de desarrollo

82Bueno
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
18/36Cadencia de commits — 26/52 semanas con commits
18/18Volumen de commits — 710 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year710
human_commit_share—
days_since_last_push0
active_weeks_last_year26

Disciplina de publicación

98Excelente
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 1 días
27/27Cadencia de publicación — una versión cada ~0,9 días
8/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Datos de entrada utilizados
releases_count100
latest_release_tagv1.102.0
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases0,9

Comunidad y Adopción

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

51Moderado · 18% del índice global

Popularidad y adopción

15Crítico
Cómo se puntúa
14.6/60Estrellas — 9 estrellas
0/25Forks — 2 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks2
stars9
watchers0
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

Sostenibilidad y Gobernanza

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

56Moderado · 24% del índice global

Resiliencia de mantenedores (factor bus)

25Crítico
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
3.5/22.5Distribución de commits — el principal contribuyente firma el 85% de los commits
2.7/13.5Amplitud de contribuyentes — 2 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled2
top_contributor_share0,846

Capacidad de respuesta a issues y PR

83Bueno
Cómo se puntúa
45.9/46.8Resolución de issues — 98% de issues cerradas
36.8/38.3Aceptación de PR — 617/642 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/27 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs617
open_issues6
closed_issues305
issue_closed_ratio0,981
closed_unmerged_prs25

Propiedad y custodia

65Moderado
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
10.4/25Alcance del propietario — 27 seguidores de txn2
25/25Trayectoria — 93 repos públicos, cuenta de ~8 años
Datos de entrada utilizados
followers27
owner_typeOrganization
is_verified—
owner_logintxn2
public_repos93
account_age_days3004

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

86Excelente · 20% del índice global

Prácticas de ingeniería

84Bueno
Cómo se puntúa
24/24Flujos de trabajo de CI — 9 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml, eslint.config.js
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 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_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — http://mcp-data-platform.txn2.com/
10/10Descripción del repositorio
10/10Topics — 7 topics
0/10Wiki
Datos de entrada utilizados
topicsdata-analysis, data-lake, data-warehouse, golang, golang-library, mcp, mcp-server
has_wikino
homepagehttp://mcp-data-platform.txn2.com/
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?

88Excelente · 16% del índice global

Postura de seguridad

88Excelente
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
1.2/2.5CII-Best-Practices — badge detected: Passing
0/7.5Code-Review — Found 0/27 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate8,8

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.

99Excelente · 0% del índice global

Contexto y guía para agentes

100Excelente
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md
15/15Documentación legible por máquinas (llms.txt) — llms.txt presente
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtsí
legible_history_share—
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes29.720
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)

97Excelente
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml, eslint.config.js
11/11Verificación estática de tipos — 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
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Datos de entrada utilizados
has_nixno
has_testssí
lockfilesgo.sum, package-lock.json
has_dockerfilesí
typed_languagesí
bootstrap_filesMakefile
has_devcontainerno
has_linter_configsí
typecheck_configsui/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

99Excelente
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
54.3/55Tamaños de archivo manejables — 18/1438 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes600.604
source_files_sampled1438
oversized_source_files18

Interfaces legibles por máquina

100Excelente
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — internal/apidocs/swagger.json, internal/apidocs/swagger.yaml
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalsí
api_schema_filesinternal/apidocs/swagger.json, internal/apidocs/swagger.yaml

Datos clave

9estrellas de GitHub
2contribuidores
710commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
6issues abiertas
Go, npm, PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 8.8 / 10
8.8agregado

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 · 2026-07-14 12:19 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
5CII-Best-Practicesbadge detected: Passing
0Code-ReviewFound 0/27 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Dependencias directas 76
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/anthropics/anthropic-sdk-gov1.19.0bench/go.mod
Gogithub.com/google/jsonschema-gov0.4.3bench/go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1bench/go.mod
Gogopkg.in/yaml.v3v3.0.1bench/go.mod
Gogithub.com/DATA-DOG/go-sqlmockv1.5.2go.mod
Gogithub.com/Masterminds/squirrelv1.5.4go.mod
Gogithub.com/getkin/kin-openapiv0.142.0go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/golang-migrate/migrate/v4v4.19.1go.mod
Gogithub.com/google/jsonschema-gov0.4.3go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/lib/pqv1.12.3go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.mod
Gogithub.com/pgvector/pgvector-gov0.4.0go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/swaggo/http-swagger/v2v2.0.2go.mod
Gogithub.com/swaggo/swagv1.16.6go.mod
Gogithub.com/testcontainers/testcontainers-gov0.43.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/ollamav0.43.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/postgresv0.43.0go.mod
Gogithub.com/txn2/mcp-datahubv1.12.0go.mod
Gogithub.com/txn2/mcp-s3v1.3.0go.mod
Gogithub.com/txn2/mcp-trinov1.3.1go.mod
Gogithub.com/yosida95/uritemplate/v3v3.0.2go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogo.uber.org/goleakv1.3.0go.mod
Gogolang.org/x/cryptov0.54.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogolang.org/x/toolsv0.48.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
npm@codemirror/lang-html^6.4.11ui/package.json
npm@codemirror/lang-javascript^6.2.5ui/package.json
npm@codemirror/lang-markdown^6.5.0ui/package.json
npm@codemirror/lang-xml^6.1.0ui/package.json
npm@dnd-kit/core^6.3.1ui/package.json
npm@dnd-kit/sortable^10.0.0ui/package.json
npm@dnd-kit/utilities^3.2.2ui/package.json
npm@radix-ui/react-dialog^1.1.6ui/package.json
npm@radix-ui/react-dropdown-menu^2.1.6ui/package.json
npm@radix-ui/react-select^2.1.6ui/package.json
npm@radix-ui/react-separator^1.1.4ui/package.json
npm@radix-ui/react-slot^1.2.0ui/package.json
npm@radix-ui/react-tabs^1.1.3ui/package.json
npm@tailwindcss/typography^0.5.19ui/package.json
npm@tanstack/react-query^5.75.0ui/package.json
npm@types/papaparse^5.5.2ui/package.json
npm@uiw/react-codemirror^4.25.8ui/package.json
npmclass-variance-authority^0.7.1ui/package.json
npmclsx^2.1.1ui/package.json
npmd3-array^3.2.4ui/package.json
npmd3-sankey^0.12.3ui/package.json
npmd3-scale^4.0.2ui/package.json
npmd3-scale-chromatic^3.1.0ui/package.json
npmd3-shape^3.2.0ui/package.json
npmdompurify^3.4.11ui/package.json
npmhtml2canvas^1.4.1ui/package.json
npmlucide-react^0.469.0ui/package.json
npmmermaid^11.15.0ui/package.json
npmpapaparse^5.5.3ui/package.json
npmreact^19.1.0ui/package.json
npmreact-dom^19.1.0ui/package.json
npmreact-markdown^10.1.0ui/package.json
npmrecharts^2.15.3ui/package.json
npmremark-gfm^4.0.1ui/package.json
npmsucrase^3.35.1ui/package.json
npmtailwind-merge^3.3.0ui/package.json
npmzustand^5.0.5ui/package.json
Todas las dependencias 974

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 77 paquetes directos y 897 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/anthropics/anthropic-sdk-gov1.19.0directa
Gogithub.com/data-dog/go-sqlmockv1.5.2directa
Gogithub.com/getkin/kin-openapiv0.142.0directa
Gogithub.com/golang-jwt/jwt/v5v5.3.1directa
Gogithub.com/golang-migrate/migrate/v4v4.19.1directa
Gogithub.com/google/jsonschema-gov0.4.3directa
Gogithub.com/google/uuidv1.6.0directa
Gogithub.com/lib/pqv1.12.3directa
Gogithub.com/masterminds/squirrelv1.5.4directa
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1directa
Gogithub.com/pgvector/pgvector-gov0.4.0directa
Gogithub.com/prometheus/client_golangv1.23.2directa
Gogithub.com/stretchr/testifyv1.11.1directa
Gogithub.com/swaggo/http-swagger/v2v2.0.2directa
Gogithub.com/swaggo/swagv1.16.6directa
Gogithub.com/testcontainers/testcontainers-gov0.43.0directa
Gogithub.com/testcontainers/testcontainers-go/modules/ollamav0.43.0directa
Gogithub.com/testcontainers/testcontainers-go/modules/postgresv0.43.0directa
Gogithub.com/txn2/mcp-datahubv1.12.0directa
Gogithub.com/txn2/mcp-s3v1.3.0directa
Gogithub.com/txn2/mcp-trinov1.3.1directa
Gogithub.com/yosida95/uritemplate/v3v3.0.2directa
Gogo.opentelemetry.io/otelv1.44.0directa
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0directa
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0directa
Gogo.opentelemetry.io/otel/metricv1.44.0directa
Gogo.opentelemetry.io/otel/sdkv1.44.0directa
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0directa
Gogo.opentelemetry.io/otel/tracev1.44.0directa
Gogo.uber.org/goleakv1.3.0directa
Gogolang.org/x/cryptov0.54.0directa
Gogolang.org/x/oauth2v0.36.0directa
Gogolang.org/x/oauth2v0.35.0directa
Gogolang.org/x/syncv0.22.0directa
Gogolang.org/x/timev0.15.0directa
Gogolang.org/x/toolsv0.48.0directa
Gogopkg.in/yaml.v3v3.0.1directa
npm@codemirror/lang-html6.4.11directa
npm@codemirror/lang-javascript6.2.5directa
npm@codemirror/lang-markdown6.5.0directa
npm@codemirror/lang-xml6.1.0directa
npm@dnd-kit/core6.3.1directa
npm@dnd-kit/sortable10.0.0directa
npm@dnd-kit/utilities3.2.2directa
npm@radix-ui/react-dialog1.1.15directa
npm@radix-ui/react-dropdown-menu2.1.16directa
npm@radix-ui/react-select2.2.6directa
npm@radix-ui/react-separator1.1.8directa
npm@radix-ui/react-slot1.2.4directa
npm@radix-ui/react-slot1.2.3directa
npm@radix-ui/react-tabs1.1.13directa
npm@tailwindcss/typography0.5.19directa
npm@tanstack/react-query5.90.21directa
npm@types/papaparse5.5.2directa
npm@uiw/react-codemirror4.25.8directa
npmclass-variance-authority0.7.1directa
npmclsx2.1.1directa
npmd3-array2.12.1directa
npmd3-array3.2.4directa
npmd3-sankey0.12.3directa
npmd3-scale4.0.2directa
npmd3-scale-chromatic3.1.0directa
npmd3-shape3.2.0directa
npmd3-shape1.3.7directa
npmdompurify3.4.11directa
npmhtml2canvas1.4.1directa
npmlucide-react0.469.0directa
npmmermaid11.15.0directa
npmpapaparse5.5.3directa
npmreact19.2.4directa
npmreact-dom19.2.4directa
npmreact-markdown10.1.0directa
npmrecharts2.15.4directa
npmremark-gfm4.0.1directa
npmsucrase3.35.1directa
npmtailwind-merge3.5.0directa
npmzustand5.0.11directa
Godario.cat/mergov1.0.2indirecta
Gogithub.com/aws/aws-sdk-go-v2v1.41.12indirecta
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.13indirecta
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.23indirecta
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.22indirecta
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.28indirecta
Gogithub.com/aws/aws-sdk-go-v2/feature/s3/transfermanagerv0.2.8indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.28indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.28indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.29indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.12indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.21indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.28indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.28indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.103.2indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.1.4indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.31.2indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.36.5indirecta
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Informe JSON sin procesar legible por máquina
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 56,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.846
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 85% of commits",
                "points": 3.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 85
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "merged_prs": 617,
              "open_issues": 6,
              "closed_issues": 305,
              "issue_closed_ratio": 0.981,
              "closed_unmerged_prs": 25
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "98% of issues closed",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 98
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "617/642 decided PRs merged",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 617,
                      "decided": 642
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/27 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "followers": 27,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "txn2",
              "public_repos": 93,
              "account_age_days": 3004
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "27 followers of txn2",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 27,
                      "login": "txn2"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "93 public repos, account ~8 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 93
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml, eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.js"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "data-analysis",
                "data-lake",
                "data-warehouse",
                "golang",
                "golang-library",
                "mcp",
                "mcp-server"
              ],
              "has_wiki": false,
              "homepage": "http://mcp-data-platform.txn2.com/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "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": "http://mcp-data-platform.txn2.com/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "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?"
      },
      {
        "key": "security",
        "band": "excellent",
        "name": "Security",
        "value": 88,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "excellent",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 8.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/27 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "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 30 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 99,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 29720
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "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. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 97,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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                "package-lock.json"
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "ui/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.js"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "ui/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ui/tsconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 600604,
              "source_files_sampled": 1438,
              "oversized_source_files": 18
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "18/1438 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1438,
                      "oversized": 18
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "internal/apidocs/swagger.json",
                "internal/apidocs/swagger.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "internal/apidocs/swagger.json, internal/apidocs/swagger.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "internal/apidocs/swagger.json, internal/apidocs/swagger.yaml"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
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