Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 20:31 UTC

guimatheus92 / mcp-video-analyzer

MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, local files — into transcripts, key frames, OCR text, and metadata for AI agents.

TypeScriptMIT★ 28 estrellas⑂ 8 forksdesde mar 2026Ver en GitHub ↗

guimatheus92/mcp-video-analyzer tiene un índice de salud de 64 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (79/100) y la más baja, Security (44/100). Se actualizó por última vez hace 6 días. Una sola persona concentra la mayor parte del trabajo reciente.

64
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.

64
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

Guilherme MatheusCuenta personal
31 seguidores46 repositorios públicosdesde mar 2015@microsoft

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

Métricas por categoría

Vitalidad

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

79Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 6 días
4.8/36Cadencia de commits — 7/52 semanas con commits
14.5/18Volumen de commits — 40 commits en el último año
10/10OpenSSF Scorecard: Maintained — 20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year40
human_commit_share1
days_since_last_push6
active_weeks_last_year7
Cómo se puntúa
27/27Publica versiones — 15 versiones publicadas
36/36Recencia de las versiones — última versión hace 6 días
27/27Cadencia de publicación — una versión cada ~14,3 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count15
latest_release_tagv0.7.1
releases_from_tagsno
days_since_latest_release6
mean_days_between_releases14,3
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?

51Moderado · 18% del índice global
Cómo se puntúa
23.2/60Estrellas — 28 estrellas
7/25Forks — 8 forks
0/15Observadores — 1 observadores
Datos de entrada utilizados
forks8
stars28
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
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
45.9/80Descargas mensuales — 2780 descargas/mes en npm
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesmcp-video-analyzer
dependents
ecosystemsnpm
total_downloads
monthly_downloads2780
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?

59Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
1.1/22.5Distribución de commits — el principal contribuyente firma el 95% 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_share0,95
Cómo se puntúa
46.8/46.8Resolución de issues — 100% de issues cerradas
33/38.3Aceptación de PR — 19/22 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 2/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs19
open_issues0
closed_issues5
issue_closed_ratio1
closed_unmerged_prs3
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
10.8/25Alcance del propietario — 31 seguidores de guimatheus92
24.2/25Trayectoria — 46 repos públicos, cuenta de ~11 años
Datos de entrada utilizados
followers31
owner_typeUser
is_verified
owner_loginguimatheus92
public_repos46
account_age_days4142
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 npm
35/35Recencia de publicación — última publicación hace 6 días
20/20Historial de versiones — 14 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesmcp-video-analyzer
ecosystemsnpm
any_deprecatedno
min_days_since_publish6

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

79Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 1 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — eslint.config.js
0/9.6Hooks de pre-commit
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 13 out of 14 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer
10/10Descripción del repositorio
10/10Topics — 16 topics
10/10Wiki
Datos de entrada utilizados
topicsai, claude, frames, loom, mcp, mcp-server, model-context-protocol, ocr, transcript, video-analysis, instagram, tiktok, transcription, whisper, youtube, yt-dlp
has_wiki
homepagehttps://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer
has_readme
has_docs_dirno
has_description

Seguridad

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

44En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.2/2.5CI-Tests — 13 out of 14 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/30 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
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 104 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3,8
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
14.6/35Dependencias directas libres de avisos conocidos — 1 afectados: sharp 0.34.5 (high 7.3)
13.2/25Dependencias indirectas libres de avisos conocidos — 1 afectados: @hono/node-server 1.19.15 (moderate 5.9)
40/40Sin avisos pendientes — ningún aviso lleva público más de 90 días
Datos de entrada utilizados
sourceosv
advisories2
affected_packages2
assessed_packages323
unassessed_packages0
affected_by_severityhigh 1, moderate 1
direct_affected_packages1
Se cotejó el cierre de dependencias en tiempo de ejecución de npm:mcp-video-analyzer@0.7.1 —lo que arrastra la instalación del paquete publicado—: 323 paquetes. No se analiza la alcanzabilidad.

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.

76Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
38.7/40Historial de commits legible — 29 de 40 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,725
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes17.613
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato — eslint.config.js
11/11Verificación estática de tipos — tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
10/10Práctica demostrada con agentes — 38 de los últimos 40 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Datos de entrada utilizados
has_nixno
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainerno
has_linter_config
typecheck_configstsconfig.json
agent_commit_share0,95
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — TypeScript (tipado estático)
55/55Tamaños de archivo manejables — 0/108 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageTypeScript
largest_source_bytes24.713
source_files_sampled108
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signal
api_schema_files

Datos clave

28estrellas de GitHub
3contribuidores
40commits en los últimos 12 meses
6días desde el último push
15versiones publicadas
1factor bus
0issues abiertas
npmecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Más detalle

Historial de estrellas y forks 0 ★ / 8 ⇿
0Estrellas
8Forks
8Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

02468812026-032026-052026-07
Mayor 0Menor 5Parche 3
OpenSSF Scorecard 3.8 / 10
3.8agregado

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 · 2026-07-27 20:31 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
9CI-Tests13 out of 14 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities104 existing vulnerabilities detected
Dependencias directas 7
RegistroPaqueteRestricción de versiónManifiesto
npmcheerio^1.2.0package.json
npmfastmcp^3.34.0package.json
npmffmpeg-static^5.3.0package.json
npmpuppeteer-core^24.39.0package.json
npmsharp^0.34.5package.json
npmtesseract.js^7.0.0package.json
npmzod^4.3.6package.json
Todas las dependencias no recopilado

No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Avisos de dependencias 2

Instalar npm:mcp-video-analyzer@0.7.1 arrastra 323 paquetes, directos y transitivos: 2 tienen avisos conocidos, de los cuales 1 son dependencias directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
sharp0.34.5directaalta10.35.0
@hono/node-server1.19.15indirectamoderada12.0.5

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
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          "is_bot": false,
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          "committed_at": "2026-07-10T17:50:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "585301ac03dd13e7a04ebc7bfaa9fe1190f0a6d4",
          "body": "…g (v0.7.0) (#23)\n\n* feat: /video agent skill + one-shot CLI + Claude Code plugin packaging (v0.7.0)\n\nThree entry points to the same engine (modeled on bradautomates/claude-video):\n\n- CLI: `mcp-video-analyzer analyze <url>` (src/cli.ts) reuses the getAnalysis\n  pipeline — single JSON document on std\n[…]\nop-level --help, and the\n  copy-before-cleanup invariant on a generated clip.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: /video agent skill + one-shot CLI + Claude Code plugin packagin…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T17:46:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "33f4afc3d7138d54e0b9cf7217adab922ab6cad1",
          "body": "Adds a hand-authored SVG brand icon (assets/icon.svg) in the same\n\"Media Cinematic\" family as social-knowledge-base — a rounded square with\na coral-to-magenta-to-violet gradient and a white play glyph inside a\nfocus frame (video + analysis). The README gains a centered branded\nheader (icon + title +\n[…]\nl collapsible section so the reference no longer dominates the page.\n\nDocs/branding only — assets/ is not part of the npm package (files: dist).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: branded README header + icon, tools in collapse (#21)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T13:15:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "340cbd1a9a853f683f1d9e8406fbd78e42ba591d",
          "body": "…pport (#20)\n\nThe recent feature releases (yt-dlp platform adapter, cookies, Whisper\ndetection) were never reflected in discovery metadata. Adds youtube /\ninstagram / tiktok / yt-dlp / transcription / whisper / subtitles to the\nnpm keywords and switches the quickstart example to a YouTube URL so the\n[…]\nb repo\ndescription and topics were updated in parallel (repo settings).\n\nNo version bump — metadata-only; propagates to npm on the next release.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: refresh npm keywords + README quickstart for multi-platform su…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T13:15:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "175a597e84c1bf661d3b4c346c03df95f28f85e3",
          "body": "…arnings (#18) (#19)\n\nIssue #18: an Instagram reel with normal audio produced no transcript.\nTwo root causes, neither surfaced to the user:\n\n1. Login-gated download. Instagram serves reel audio as a separate DASH\n   stream and refuses media to logged-out requests (\"empty media\n   response\"), so the \n[…]\nscript. README points users who want a full account-archiving\npipeline at social-knowledge-base (built on this server).\n\nBumps version to 0.6.2.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: robust Whisper CLI detection + actionable transcription/cookie w…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-04T22:11:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2efdf23036bacb2f6ee283009d78de2610df1390",
          "body": "…alize) (#17)\n\nNew docker-image job replicates what Glama CI does on each release: build\nthe Dockerfile from a fresh checkout (dist/ is gitignored, the image must\ncompile itself), assert the ffmpeg-static binary landed in the image, and\npipe an MCP initialize request into the container expecting a r\n[…]\negressions before merge instead of via Glama failure\nemails. CLAUDE.md release step now points at the CI job with the manual\nrecipe as fallback.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: validate the Docker image on every PR (build + ffmpeg + MCP initi…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-02T18:07:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1b67e2594f7f0406ddb518ad75ac93017c3f5f3e",
          "body": "Glama builds the Dockerfile from a fresh git checkout on every release,\nand dist/ is gitignored - so `COPY dist/ ./dist/` failed every CI build\nwith `\"/dist\": not found` (reproduced locally via git archive + docker\nbuild) and emailed the maintainer a build failure.\n\nThe image is now multi-stage and \n[…]\ndatory\nclean-clone Docker validation step so this cannot regress silently.\n\nBumps version to 0.6.1 (infra patch; npm package content unchanged).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: make the Docker image build from a clean clone (Glama CI) (#16)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-02T18:01:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b47f6312ba170ad4f54868d36542a586d9f9fa66",
          "body": "… budget, cookies & silent-audio gate (#15)\n\n* feat: duration-adaptive frame budget at standard detail\n\nDefault maxFrames now scales with video duration (12 for <=30s up to 60\nfor >10min) instead of a fixed 20. An explicit maxFrames always wins and\nkeys the cache separately; brief/detailed keep thei\n[…]\niew fixes. verify-package\npassed (tarball installs and starts as a consumer).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "yt-dlp platform adapter (YouTube/Instagram/TikTok +5), adaptive frame…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-02T12:22:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a5f977c675fd5a1bad982d56a94d362bd92ae458",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: add FUNDING.yml (GitHub Sponsors + Buy Me a Coffee)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-27T02:28:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a3d7be1e84edb05a14c8f38f3b78edea446bf85d",
          "body": "…h tool (v0.5.0) (#14)\n\n* feat: robust local frames/OCR, transcription footgun fixes, sidecars, batch tool\n\nFrames/OCR (P0):\n- extractKeyFrames(): scene-change detection now falls back to uniform temporal\n  sampling when 0 cuts are found, so static talking-head Reels/Stories yield\n  frames + OCR ins\n[…]\npty-text guard,\nsidecar dropping vanished frames.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Robust local frames/OCR, transcription footgun fixes, sidecars & batc…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-24T20:33:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a306b3c40fc806e9d7cb88f13c09bdf9ff85f77f",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.4.0",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-23T13:42:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "55c998841ddd27a899a9995734a6897e7ea05ce0",
          "body": "…for direct video URLs) (#13)\n\n* feat: add opt-in TwelveLabs Pegasus adapter\n\nAdd a TwelveLabsAdapter that analyzes direct video URLs with TwelveLabs'\nPegasus video-language model, providing a timestamped transcript and an AI\nsummary — capabilities a raw video URL otherwise lacks. Pegasus analyzes t\n[…]\niants, downloadVideo, cache eviction, canHandle).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add opt-in TwelveLabs Pegasus adapter (transcript + AI summary …",
          "author_name": "mohit",
          "author_login": "mohit-twelvelabs",
          "committed_at": "2026-06-23T13:37:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d35b0e2f5dceb7a6630d31d6c193278cc7bd2994",
          "body": "The whisper CLI fallback never actually worked: it parsed the transcript\nJSON from stdout (whisper writes it to a file), wrote to /tmp (absent on\nWindows), and hardcoded the tiny model. The `python -m whisper` fallback\nwas also dead (openai-whisper has no __main__) and returned the wrong\ncommand nam\n[…]\njs path\n- Extract buildWhisperCliArgs() and parseWhisperJson(); add unit tests\n- Document the transcription env vars in the README\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix and configure Whisper CLI transcription for non-English audio",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-23T01:08:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c46c81a870a9c22059f42040789c44d21c1b8d9",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: gitignore .npmrc and *.tgz to avoid committing tokens/artifacts",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-22T16:01:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "868f19dba78d7a17d55798ad511f7916158a4ded",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.3.0",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-22T13:55:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7f482cf441820fd6024f00e54f545c1244f99e02",
          "body": "* Add local video file support via LocalFileAdapter\n\nTools now accept absolute paths and file:// URIs alongside Loom and direct\nvideo URLs. Local files skip the download step (LocalFileAdapter.downloadVideo\nreturns the source path as-is) and run through the existing ffmpeg pipeline.\nThe puppeteer br\n[…]\nlaude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: Guilherme Matheus <guilherme_matheus12@hotmail.com>",
          "is_bot": false,
          "headline": "Add local video file support (#12)",
          "author_name": "henrik",
          "author_login": "akesson",
          "committed_at": "2026-06-22T13:46:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c19ce0589671881166efd842c1a9815fc28def95",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Document full release process in CLAUDE.md",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-27T17:41:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3cc2f179f7f1d9a5c4e13c38936b2584837a8adb",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.2.5",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-27T17:37:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "917150794de4027a4b6179da0a94e047abe83c0b",
          "body": "… tools (#10)\n\nProgress reporting now includes human-readable messages (e.g., \"Running OCR on 5 frames...\")\nalongside numeric progress, giving MCP clients real-time visibility into long-running operations.\n\nChanges:\n- New progress utility (src/utils/progress.ts) wrapping FastMCP's reportProgress wit\n[…]\ne)\n- OCR processor accepts onProgress callback for per-frame granularity\n- analyze_video and analyze_moment tools report per-frame OCR progress\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add streaming progress notifications with descriptive messages to all…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-27T17:00:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "91943edf7fba348fd55da8bf8ea6ca054b26fce6",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.2.4",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-14T00:35:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "779b24a6990ac639f318620cba11663d305fb34b",
          "body": "Tesseract was hardcoded to 'eng' only, causing Portuguese characters\n(é, ã, ç, etc.) to be replaced with '?' in OCR results. Default to\n'eng+por' and expose ocrLanguage parameter on analyze_video and\nanalyze_moment tools for user customization.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix OCR dropping accented characters by defaulting to eng+por (#7)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-14T00:32:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e86473334967e6b87d81197e86fa853b938ad98d",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point awesome-mcp-servers link to Multimedia Process section",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T14:33:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "85bf97607a5a9b885e6b6cfcbf15d96a72f0c487",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add awesome-mcp-servers listing to README",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T14:23:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7922a05b88a69cc3b67d907f1431fedd9004ca2e",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add .dockerignore to reduce image size",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T13:19:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "de2285618487389d6d42b07a68e4eb3875aef84f",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix Dockerfile to skip prepare script during install",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T13:18:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f69cdbcdd0af143efceaac6ea54acce7145fa0ce",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add glama.json, Dockerfile, and Glama badge for registry listing",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T13:13:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2db01b2d4dcd158e3402a461df08c909e81101e9",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.2.3",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:59:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9035a11acb036d2f5a768a72517cb5a7ba2e8199",
          "body": "- Add @trivago/prettier-plugin-sort-imports (node: → third-party → relative)\n- Extend ESLint to cover test/ and scripts/ (previously only src/)\n- Fix 9 lint errors in test and script files\n- Sort all imports across the codebase\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add automatic import sorting and extend linting to test/scripts (#5)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:57:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "27acc1f475b0abea543a317a30b91c3ff1310809",
          "body": "- Extract shared createTestImage helper to test/helpers/images.ts\n- Extract FIXTURES_DIR constant to test/helpers/fixtures.ts\n- Move smoke test from scripts/ to test/smoke/ as vitest test\n- Move e2e tests from e2e/ to test/e2e/\n- Add vitest.smoke.config.ts for smoke test isolation\n- Update all test files to use shared helpers\n- Update knip, tsconfig.eslint, vitest configs accordingly\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Centralize test infrastructure into test/ directory (#4)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:39:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ec96e126f181dea5d5f2f562017677e6c40fbfa9",
          "body": "…ests (#3)\n\n- Add isBlackFrame() and filterBlackFrames() to detect and remove DRM-protected\n  or blank frames (mean brightness < 10), with warnings in output\n- Add direct HTTP download fallback for Loom videos via CDN API, so frame\n  extraction works without yt-dlp installed (fixes black frame issue\n[…]\nge size\n- Add tsx as dev dependency for running scripts\n- Bump version to 0.2.2\n- Update CLAUDE.md with new commands and publishing conventions\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add black frame detection, Loom direct download fallback, and smoke t…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:02:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f3aec56ecada664a69485deae104c76e3f16cf23",
          "body": "Upgrades fastmcp from v1 to v3.34.0, fixing the completion/complete\ncapability crash that prevented the MCP server from working in VS Code\nand other clients. Also upgrades zod to v4, sharp to v0.34, and all\nother deps to latest.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: upgrade all dependencies to latest versions",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T01:59:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c9bc2fd02d8447243b14ced233d861e2df719a47",
          "body": "Replaces minimal Quick Start with detailed setup instructions for\nClaude Code CLI, VS Code, Cursor, and Claude Desktop, plus\nprerequisites and a verification step.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add clear per-client installation guide",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T01:47:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3c128860bd745d450fe1eca3045e7a06973c8abe",
          "body": "…g (#2)",
          "is_bot": false,
          "headline": "feat: v0.2.0 — detail levels, moment analysis, separate tools, cachin…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-10T18:52:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7525de46e127fa172cf06e53e0b0b7cb69e51f73",
          "body": "Add smithery.yaml for registry listing",
          "is_bot": false,
          "headline": "Merge pull request #1 from guimatheus92/chore/smithery-config",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-10T18:01:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fef7f440351fc889ce7256e16b9719ccb86dd7b",
          "body": "Enables discovery and installation via Smithery.ai MCP registry.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
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              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
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                "status": "met",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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              },
              {
                "key": "pr_template",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 57,
            "inputs": {
              "packages": [
                "mcp-video-analyzer"
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 2780
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            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,780 downloads/month across npm",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2780,
                      "ecosystems": "npm"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
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                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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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": 59,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "top_contributor_share": 0.95
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
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                "max_points": 54
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                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 95% of commits",
                "points": 1.1,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 3
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 19,
              "open_issues": 0,
              "closed_issues": 5,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 3
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "19/22 decided PRs merged",
                "points": 33,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 19,
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 56,
            "inputs": {
              "followers": 31,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "guimatheus92",
              "public_repos": 46,
              "account_age_days": 4142
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "31 followers of guimatheus92",
                "points": 10.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 31,
                      "login": "guimatheus92"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "46 public repos, account ~11 yr old",
                "points": 24.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 46
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mcp-video-analyzer"
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "14 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 14
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 79,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                "max_points": 16
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                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
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                "claude",
                "frames",
                "loom",
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                "ocr",
                "transcript",
                "video-analysis",
                "instagram",
                "tiktok",
                "transcription",
                "whisper",
                "youtube",
                "yt-dlp"
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              "has_wiki": true,
              "homepage": "https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
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                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 25
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer",
                "points": 15,
                "status": "met",
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                "max_points": 15
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              {
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                "detail": null,
                "points": 10,
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                "key": "topics",
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                "detail": "16 topics",
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                "status": "met",
                "details": [
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "notes": [
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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            "value": 38,
            "inputs": {
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            "components": [
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                "status": "met",
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                "key": "branch_protection",
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                "points": 0,
                "status": "excluded",
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              {
                "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",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
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                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
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                "max_points": 5
              },
              {
                "key": "license",
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                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "104 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the npm:mcp-video-analyzer@0.7.1 runtime dependency closure — what installing the published package pulls in — 323 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:mcp-video-analyzer@0.7.1",
                  "assessed": 323
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 68,
            "inputs": {
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              "advisories": 2,
              "affected_packages": 2,
              "assessed_packages": 323,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: sharp 0.34.5 (high 7.3)",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "sharp 0.34.5 (high 7.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: @hono/node-server 1.19.15 (moderate 5.9)",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
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                      "packages": "@hono/node-server 1.19.15 (moderate 5.9)"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 323,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 4
            },
            "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": 76,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.725,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 17613
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "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": "29 of 40 human commits state their intent (structured subject or explanatory body)",
                "points": 38.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
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                      "sampled": 40
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "agent_commit_share": 0.95,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "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": "38 of the last 40 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 38,
                      "sampled": 40
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 24713,
              "source_files_sampled": 108,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/108 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 108,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T20:31:31.192488Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/guimatheus92/mcp-video-analyzer.svg",
  "full_name": "guimatheus92/mcp-video-analyzer",
  "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 v0.27.0 — metodología completa · wiki de métricas.

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