Registro público
Informe de salud del softwareesquema 0.15.0 · métricas 1.13.0 · 2026-07-20 04:07 UTC

zoharbabin / web-researcher-mcp

The AI research assistant that cites real sources honestly — and searches the web. Your AI research assistant that cites real sources and stays honest. Works with Claude, Cursor, any MCP client.

GoMIT★ 42 estrellas⑂ 5 forksdesde may 2026Ver en GitHub ↗

zoharbabin/web-researcher-mcp tiene un índice de salud de 68 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (86/100) y la más baja, Security (57/100). Se actualizó por última vez hace 2 días. Una sola persona concentra la mayor parte del trabajo reciente.

68
global / 100
Moderado

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.

68
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

Zohar BabinCuenta personal
87 seguidores117 repositorios públicosdesde nov 2009Kaltura

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/zoharbabin/web-researcher-mcpv1.43.0-76hace 2 días

Métricas por categoría

Vitalidad

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

75Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 2 días
6.2/36Cadencia de commits — 9/52 semanas con commits
18/18Volumen de commits — 394 commits en el último año
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Datos de entrada utilizados
commits_last_year394
human_commit_share
days_since_last_push2
active_weeks_last_year9
Cómo se puntúa
27/27Publica versiones — 75 versiones publicadas
36/36Recencia de las versiones — última versión hace 2 días
27/27Cadencia de publicación — una versión cada ~2,1 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_count75
latest_release_tagv1.43.0
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases2,1

Comunidad y Adopción

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

59Moderado · 18% del índice global
Cómo se puntúa
26.2/60Estrellas — 42 estrellas
5/25Forks — 5 forks
0/15Observadores — 1 observadores
Datos de entrada utilizados
forks5
stars42
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
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_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template

Sostenibilidad y Gobernanza

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

59Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
1.3/22.5Distribución de commits — el principal contribuyente firma el 94% de los commits
4.1/13.5Amplitud de contribuyentes — 3 contribuyentes
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Datos de entrada utilizados
bus_factor1
contributors_sampled3
top_contributor_share0,944
Cómo se puntúa
39.5/46.8Resolución de issues — 84% de issues cerradas
34.4/38.3Aceptación de PR — 170/189 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/22 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs170
open_issues31
closed_issues169
issue_closed_ratio0,845
closed_unmerged_prs19
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
14/25Alcance del propietario — 87 seguidores de zoharbabin
25/25Trayectoria — 117 repos públicos, cuenta de ~16 años
Datos de entrada utilizados
followers87
owner_typeUser
is_verified
owner_loginzoharbabin
public_repos117
account_age_days6097
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 2 días
20/20Historial de versiones — 76 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/zoharbabin/web-researcher-mcp
ecosystemsgo
any_deprecatedno
min_days_since_publish2

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

86Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 4 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://zoharbabin.github.io/web-researcher-mcp/
10/10Descripción del repositorio
10/10Topics — 20 topics
0/10Wiki
Datos de entrada utilizados
topicsai, claude, content-extraction, go, golang, llm, mcp, model-context-protocol, research, web-scraping, web-search, ai-agent, claude-code, claude-desktop, cursor, mcp-server, anti-hallucination, bibliography, citation-verification, fact-checking
has_wikino
homepagehttps://zoharbabin.github.io/web-researcher-mcp/
has_readme
has_docs_dir
has_description

Seguridad

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

57Moderado · 16% del índice global
Cómo se puntúa
6.8/7.5Binary-Artifacts — binaries present in source code
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 20 out of 20 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 0/22 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool detected but not 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.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,7

Preparación para IA

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

81Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — 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_filesCLAUDE.md
agent_instruction_max_bytes23.567
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml
11/11Verificación estática de tipos — python/web_researcher_mcp/py.typed
10/10Entorno reproducible — Dockerfile, Nix, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nix
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainerno
has_linter_config
typecheck_configspython/web_researcher_mcp/py.typed
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.
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
54/55Tamaños de archivo manejables — 6/316 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes130.425
source_files_sampled316
oversized_source_files6
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

Datos clave

42estrellas de GitHub
3contribuidores
394commits en los últimos 12 meses
2días desde el último push
75versiones publicadas
1factor bus
31issues abiertas
Go, PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 5.7 / 10
5.7agregado

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 · 2026-07-20 04:07 UTC

9Binary-Artifactsbinaries present in source code
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests20 out of 20 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 0/22 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Dependencias directas 11
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/PuerkitoBio/goqueryv1.12.0go.mod
Gogithub.com/alicebob/miniredis/v2v2.38.0go.mod
Gogithub.com/go-rod/rodv0.116.2go.mod
Gogithub.com/go-rod/stealthv0.4.9go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/microcosm-cc/bluemondayv1.0.27go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/razvandimescu/gopdfv0.9.5go.mod
Gogithub.com/redis/go-redis/v9v9.21.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Todas las dependencias 271

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 11 paquetes directos y 260 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/alicebob/miniredis/v2v2.38.0directa
Gogithub.com/go-rod/rodv0.116.2directa
Gogithub.com/go-rod/stealthv0.4.9directa
Gogithub.com/google/uuidv1.6.0directa
Gogithub.com/microcosm-cc/bluemondayv1.0.27directa
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1directa
Gogithub.com/prometheus/client_golangv1.23.2directa
Gogithub.com/puerkitobio/goqueryv1.12.0directa
Gogithub.com/razvandimescu/gopdfv0.9.5directa
Gogithub.com/redis/go-redis/v9v9.21.0directa
Gogolang.org/x/timev0.15.0directa
Go4d63.com/gocheckcompilerdirectivesv1.3.0indirecta
Go4d63.com/gochecknoglobalsv0.2.2indirecta
Gocharm.land/lipgloss/v2v2.0.3indirecta
Gocloud.google.com/gov0.121.2indirecta
Gocloud.google.com/go/authv0.16.5indirecta
Gocloud.google.com/go/compute/metadatav0.9.0indirecta
Gocodeberg.org/chavacava/garifv0.2.0indirecta
Gocodeberg.org/polyfloyd/go-errorlintv1.9.0indirecta
Godev.gaijin.team/go/exhaustruct/v4v4.0.0indirecta
Godev.gaijin.team/go/golibv0.6.0indirecta
Gogithub.com/4meepo/tagalignv1.4.3indirecta
Gogithub.com/abirdcfly/dupwordv0.1.7indirecta
Gogithub.com/adminbenni/iota-mixingv1.0.0indirecta
Gogithub.com/alecthomas/chroma/v2v2.24.1indirecta
Gogithub.com/alecthomas/go-check-sumtypev0.3.1indirecta
Gogithub.com/alexkohler/nakedret/v2v2.0.6indirecta
Gogithub.com/alexkohler/preallocv1.1.0indirecta
Gogithub.com/alfatraining/structtagv1.0.0indirecta
Gogithub.com/alingse/asasalintv0.0.11indirecta
Gogithub.com/alingse/nilnesserrv0.2.0indirecta
Gogithub.com/alwxsin/noinlineerrv1.0.5indirecta
Gogithub.com/andybalholm/cascadiav1.3.3indirecta
Gogithub.com/anthropics/anthropic-sdk-gov1.38.0indirecta
Gogithub.com/antonboom/errnamev1.1.1indirecta
Gogithub.com/antonboom/nilnilv1.1.1indirecta
Gogithub.com/antonboom/testifylintv1.6.4indirecta
Gogithub.com/ashanbrown/forbidigo/v2v2.3.1indirecta
Gogithub.com/ashanbrown/makezero/v2v2.2.1indirecta
Gogithub.com/aymerick/douceurv0.2.0indirecta
Gogithub.com/bahlo/generic-list-gov0.2.0indirecta
Gogithub.com/beorn7/perksv1.0.1indirecta
Gogithub.com/bkielbasa/cyclopv1.2.3indirecta
Gogithub.com/blizzy78/varnamelenv0.8.0indirecta
Gogithub.com/bombsimon/wsl/v4v4.7.0indirecta
Gogithub.com/bombsimon/wsl/v5v5.8.0indirecta
Gogithub.com/breml/bidichkv0.3.3indirecta
Gogithub.com/breml/errchkjsonv0.4.1indirecta
Gogithub.com/buger/jsonparserv1.1.2indirecta
Gogithub.com/burntsushi/tomlv1.6.0indirecta
Gogithub.com/butuzov/ireturnv0.4.1indirecta
Gogithub.com/butuzov/mirrorv1.3.0indirecta
Gogithub.com/catenacyber/perfsprintv0.10.1indirecta
Gogithub.com/ccojocar/zxcvbn-gov1.0.4indirecta
Gogithub.com/cespare/xxhash/v2v2.3.0indirecta
Gogithub.com/charithe/durationcheckv0.0.11indirecta
Gogithub.com/charmbracelet/colorprofilev0.4.3indirecta
Gogithub.com/charmbracelet/ultravioletv0.0.0-20251205161215-1948445e3318indirecta
Gogithub.com/charmbracelet/x/ansiv0.11.7indirecta
Gogithub.com/charmbracelet/x/termv0.2.2indirecta
Gogithub.com/charmbracelet/x/termiosv0.1.1indirecta
Gogithub.com/charmbracelet/x/windowsv0.2.2indirecta
Gogithub.com/ckaznocha/intrangev0.3.1indirecta
Gogithub.com/clickhouse/clickhouse-go-linterv1.2.0indirecta
Gogithub.com/clipperhouse/displaywidthv0.11.0indirecta
Gogithub.com/clipperhouse/uax29/v2v2.7.0indirecta
Gogithub.com/curioswitch/go-reassignv0.3.0indirecta
Gogithub.com/daixiang0/gciv0.13.7indirecta
Gogithub.com/dave/dstv0.27.3indirecta
Gogithub.com/davecgh/go-spewv1.1.1indirecta
Gogithub.com/denis-tingaikin/go-headerv0.5.0indirecta
Gogithub.com/djarvur/go-err113v0.1.1indirecta
Gogithub.com/dlclark/regexp2v1.12.0indirecta
Gogithub.com/ettle/strcasev0.2.0indirecta
Gogithub.com/fatih/colorv1.19.0indirecta
Gogithub.com/fatih/structtagv1.2.0indirecta
Gogithub.com/felixge/httpsnoopv1.0.4indirecta
Gogithub.com/firefart/nonamedreturnsv1.0.6indirecta
Gogithub.com/fsnotify/fsnotifyv1.5.4indirecta
Gogithub.com/fzipp/gocyclov0.6.0indirecta
Gogithub.com/ghostiam/protogetterv0.3.20indirecta
Gogithub.com/go-critic/go-criticv0.14.3indirecta
Gogithub.com/go-logr/logrv1.4.3indirecta
Gogithub.com/go-logr/stdrv1.2.2indirecta
Gogithub.com/go-toolsmith/astcastv1.1.0indirecta
Gogithub.com/go-toolsmith/astcopyv1.1.0indirecta
Gogithub.com/go-toolsmith/astequalv1.2.0indirecta
Gogithub.com/go-toolsmith/astfmtv1.1.0indirecta
Gogithub.com/go-toolsmith/astpv1.1.0indirecta
Gogithub.com/go-toolsmith/strparsev1.1.0indirecta
Gogithub.com/go-toolsmith/typepv1.1.0indirecta
Gogithub.com/go-viper/mapstructure/v2v2.5.0indirecta
Gogithub.com/go-xmlfmt/xmlfmtv1.1.3indirecta
Gogithub.com/gobwas/globv0.2.3indirecta
Gogithub.com/godoc-lint/godoc-lintv0.11.2indirecta
Gogithub.com/gofrs/flockv0.13.0indirecta
Gogithub.com/golangci/asciicheckv0.5.0indirecta
Gogithub.com/golangci/duplv0.0.0-20260401084720-c99c5cf5c202indirecta
Gogithub.com/golangci/go-printf-func-namev0.1.1indirecta
Gogithub.com/golangci/gofmtv0.0.0-20250106114630-d62b90e6713dindirecta
Gogithub.com/golangci/golangci-lint/v2v2.12.0indirecta
Gogithub.com/golangci/golinesv0.15.0indirecta
Gogithub.com/golangci/misspellv0.8.0indirecta
Gogithub.com/golangci/plugin-module-registerv0.1.2indirecta
Gogithub.com/golangci/revgrepv0.8.0indirecta
Gogithub.com/golangci/rowserrcheckv0.0.0-20260419091836-c5f79b8a11baindirecta
Gogithub.com/golangci/swaggoswagv0.0.0-20250504205917-77f2aca3143eindirecta
Gogithub.com/golangci/unconvertv0.0.0-20250410112200-a129a6e6413eindirecta
Gogithub.com/google/go-cmpv0.7.0indirecta
Gogithub.com/google/jsonschema-gov0.4.3indirecta
Gogithub.com/google/s2a-gov0.1.9indirecta
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.6indirecta
Gogithub.com/googleapis/gax-go/v2v2.15.0indirecta
Gogithub.com/gookit/colorv1.6.0indirecta
Gogithub.com/gordonklaus/ineffassignv0.2.0indirecta
Gogithub.com/gorilla/cssv1.0.1indirecta
Gogithub.com/gorilla/websocketv1.5.3indirecta
Gogithub.com/gostaticanalysis/analysisutilv0.7.1indirecta
Gogithub.com/gostaticanalysis/commentv1.5.0indirecta
Gogithub.com/gostaticanalysis/forcetypeassertv0.2.0indirecta
Gogithub.com/gostaticanalysis/nilerrv0.1.2indirecta
Gogithub.com/hashicorp/go-immutable-radix/v2v2.1.0indirecta
Gogithub.com/hashicorp/go-versionv1.9.0indirecta
Gogithub.com/hashicorp/golang-lru/v2v2.0.7indirecta
Gogithub.com/hashicorp/hclv1.0.0indirecta
Gogithub.com/hexops/gotextdiffv1.0.3indirecta
Gogithub.com/inconshreveable/mousetrapv1.1.0indirecta
Gogithub.com/invopop/jsonschemav0.13.0indirecta
Gogithub.com/jgautheron/goconstv1.10.0indirecta
Gogithub.com/jjti/go-spancheckv0.6.5indirecta
Gogithub.com/julz/importasv0.2.0indirecta
Gogithub.com/karamaru-alpha/copyloopvarv1.2.2indirecta
Gogithub.com/kisielk/errcheckv1.10.0indirecta
Gogithub.com/kkhaike/contextcheckv1.1.6indirecta
Gogithub.com/kulti/thelperv0.7.1indirecta
Gogithub.com/kunwardeep/paralleltestv1.0.15indirecta
Gogithub.com/lasiar/canonicalheaderv1.1.2indirecta
Gogithub.com/ldez/exptostdv0.4.5indirecta
Gogithub.com/ldez/gomoddirectivesv0.8.0indirecta
Gogithub.com/ldez/grignotinv0.10.1indirecta
Gogithub.com/ldez/structtagsv0.6.1indirecta
Gogithub.com/ldez/tagliatellev0.7.2indirecta
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Informe JSON sin procesar legible por máquina
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                "key": "ci_tests",
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                "detail": "20 out of 20 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": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/22 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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 detected but not run on all commits",
                "points": 4.5,
                "status": "partial",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "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": "good",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 23567
            },
            "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 86,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "python/web_researcher_mcp/py.typed"
              ],
              "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",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "python/web_researcher_mcp/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/web_researcher_mcp/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, Nix, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": 130425,
              "source_files_sampled": 316,
              "oversized_source_files": 6
            },
            "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": "6/316 source files over 60KB",
                "points": 54,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 316,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": true,
              "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",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-20T04:07:51.271036Z",
  "schema_version": "0.15.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/zoharbabin/web-researcher-mcp.svg",
  "full_name": "zoharbabin/web-researcher-mcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v0.15.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasGo.