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.
guimatheus92/mcp-video-analyzer erreicht einen Gesundheitsindex von 64 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (79/100) ab, am schwächsten bei Security (44/100). Zuletzt vor 6 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
64
gesamt / 100
Mittel
Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
64
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
31 Follower46 öffentliche Reposseit März 2015@microsoft
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Release-Rhythmus — ein Release etwa alle 14,3 Tage
0/10
OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count
15
latest_release_tag
v0.7.1
releases_from_tags
nein
days_since_latest_release
6
mean_days_between_releases
14,3
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Keine offenen Advisories — kein Advisory ist länger als 90 Tage öffentlich
Verwendete Eingangsdaten
source
osv
advisories
2
affected_packages
2
assessed_packages
323
unassessed_packages
0
affected_by_severity
high 1, moderate 1
direct_affected_packages
1
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von npm:mcp-video-analyzer@0.7.1 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 323 Paketen. Erreichbarkeit wird nicht analysiert.
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
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
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 8 ⇿
0Sterne
8Forks
8Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 5Patch 3
OpenSSF Scorecard 3.8 / 10
3.8Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-27 20:31 UTC
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Abhängigkeits-Advisories 2
Die Installation von npm:mcp-video-analyzer@0.7.1 zieht 323 Pakete nach sich, direkt und transitiv: 2 tragen bekannte Advisories, davon 1 direkte Abhängigkeiten.
Paket
Version
Beziehung
Schweregrad
Advisories
Behoben in
sharp
0.34.5
direkt
hoch
1
0.35.0
@hono/node-server
1.19.15
indirekt
mittel
1
2.0.5
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"ai",
"claude",
"frames",
"loom",
"mcp",
"mcp-server",
"model-context-protocol",
"ocr",
"transcript",
"video-analysis",
"instagram",
"tiktok",
"transcription",
"whisper",
"youtube",
"yt-dlp"
],
"is_fork": false,
"size_kb": 1088,
"has_wiki": true,
"homepage": "https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer",
"languages": {
"Dockerfile": 753,
"JavaScript": 1616,
"TypeScript": 491723
},
"pushed_at": "2026-07-21T01:42:55Z",
"created_at": "2026-03-09T17:51:43Z",
"owner_type": "User",
"updated_at": "2026-07-25T15:27:41Z",
"description": "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.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "TypeScript",
"significant_languages": [
"TypeScript"
]
},
"owner": {
"blog": null,
"name": "Guilherme Matheus",
"type": "User",
"login": "guimatheus92",
"company": "@microsoft",
"location": "São Paulo, Brasil",
"followers": 31,
"avatar_url": "https://avatars.githubusercontent.com/u/11640754?v=4",
"created_at": "2015-03-25T02:30:12Z",
"is_verified": null,
"public_repos": 46,
"account_age_days": 4142
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.7.1",
"kind": "patch",
"published_at": "2026-07-21T01:42:56Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2026-07-10T17:47:48Z"
},
{
"tag": "v0.6.2",
"kind": "patch",
"published_at": "2026-07-04T22:12:24Z"
},
{
"tag": "v0.6.1",
"kind": "patch",
"published_at": "2026-07-02T18:03:25Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-07-02T12:25:12Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2026-06-24T20:39:35Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2026-06-23T13:43:50Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2026-06-22T16:01:02Z"
},
{
"tag": "v0.2.5",
"kind": "patch",
"published_at": "2026-03-27T17:39:23Z"
},
{
"tag": "v0.2.4",
"kind": "patch",
"published_at": "2026-03-14T00:36:17Z"
},
{
"tag": "v0.2.3",
"kind": "patch",
"published_at": "2026-03-11T15:00:46Z"
},
{
"tag": "v0.2.2",
"kind": "patch",
"published_at": "2026-03-11T14:03:39Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2026-03-11T02:31:30Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-03-10T18:54:42Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2026-03-09T18:17:52Z"
}
],
"recent_commits": [
{
"oid": "13b4dfa25399a0f5435c3396cdd810f5d9364ed6",
"body": "….1) (#27)\n\n* fix: robustness gaps #26 — probe timeout + graceful frame tools (v0.7.1)\n\nTwo independent, pre-existing gaps from issue #26, each proven before and\nafter the change.\n\nFinding #1 — findYtDlp probe timeout (src/utils/ytdlp.ts)\nThe two `execFile('yt-dlp', ['--version'], { timeout: 5000 })\n[…]\nburst Direct=3, analyze_moment transcript+frame).\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": "fix: robustness gaps #26 — probe timeout + graceful frame tools (v0.7…",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
"committed_at": "2026-07-21T01:40:29Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6032ff69dbad5b3279c97259ead352c29d2b7bb3",
"body": "…4) (#25)\n\n* fix: Loom frame extraction silently dropped merged-WebM downloads (#24)\n\nLoomAdapter.downloadVideo passed `-o <id>.mp4` to yt-dlp and then checked\n`existsSync('<id>.mp4')`. When Loom serves a video as separate DASH streams\n(the common case) yt-dlp merges them, appends the REAL container\n[…]\nand. The `verify-all` script added earlier stays.\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": "fix: Loom frame extraction silently dropped merged-WebM downloads (#2…",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
"committed_at": "2026-07-20T20:16:58Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "429f053f5c735fb6777d9304dd072982c6cc24da",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: mcpservers.org listing badge",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
"committed_at": "2026-07-13T03:18:18Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "5aa4db14a10a63e3400501426f7639c85eb58737",
"body": "…lls/video\n\nThe four .claude/skills/*-skilld/SKILL.md files were leaking into the Agent\nSkills listing for consumers — and were broken there anyway (their .skilld/\nreference dirs were never tracked). skilld-lock.yaml stays tracked as the\nregeneration source. Removes the ineffective .skillignore (not a skills-CLI\nfeature).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: untrack skilld dev skills so npx skills add only discovers ski…",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
"committed_at": "2026-07-10T17:51:50Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "84804ada0a8d1321bd5b5ed67a2d019d11ccc3e6",
"body": ".claude/skills/ holds auto-generated skilld dev-dependency docs that were\nleaking into the Agent Skills listing for consumers.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: .skillignore so npx skills add only discovers skills/video",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
"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>",
"is_bot": false,
"headline": "Add smithery.yaml for Smithery.ai registry listing",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
"committed_at": "2026-03-09T18:43:25Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "a58868be08ee3b2b682a2e96a3b15fb850ce24cf",
"body": "Extract transcripts, key frames, OCR text, and metadata from video URLs.\nSupports Loom (authless GraphQL) and direct video files (.mp4, .webm).\n\nFeatures:\n- analyze_video: full pipeline (transcript + frames + OCR + timeline)\n- get_frame_at: single frame at a timestamp\n- get_frame_burst: N frames acr\n[…]\nd timeline merging transcript + frames + OCR chronologically\n\n122 tests across 15 test files, full CI pipeline (format, lint, typecheck, knip).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Initial release: MCP server for video analysis",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
"committed_at": "2026-03-09T17:51:31Z",
"body_truncated": true,
"is_coding_agent": true
}
],
"releases_count": 15,
"commits_last_year": 40,
"latest_release_at": "2026-07-21T01:42:56Z",
"latest_release_tag": "v0.7.1",
"releases_from_tags": false,
"days_since_last_push": 6,
"active_weeks_last_year": 7,
"days_since_latest_release": 6,
"mean_days_between_releases": 14.3
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "mcp-video-analyzer",
"exists": true,
"license": "MIT",
"keywords": [
"mcp",
"model-context-protocol",
"video",
"video-analysis",
"loom",
"youtube",
"instagram",
"tiktok",
"yt-dlp",
"transcript",
"transcription",
"whisper",
"subtitles",
"frames",
"ocr",
"screen-recording",
"claude",
"claude-code",
"claude-skill",
"claude-plugin",
"agent-skills",
"cli",
"ai"
],
"ecosystem": "npm",
"matches_repo": true,
"registry_url": "https://www.npmjs.com/package/mcp-video-analyzer",
"is_deprecated": false,
"latest_version": "0.7.1",
"repository_url": "https://github.com/guimatheus92/mcp-video-analyzer",
"versions_count": 14,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": 1,
"monthly_downloads": 2780,
"first_published_at": "2026-03-10T23:39:53.034000Z",
"latest_published_at": "2026-07-21T01:42:47.475000Z",
"latest_version_yanked": null,
"days_since_latest_publish": 6
}
]
},
"popularity": {
"forks": 8,
"stars": 28,
"watchers": 1,
"fork_history": {
"days": [
{
"date": "2026-03-30",
"count": 1
},
{
"date": "2026-04-27",
"count": 1
},
{
"date": "2026-05-04",
"count": 1
},
{
"date": "2026-05-07",
"count": 1
},
{
"date": "2026-05-23",
"count": 1
},
{
"date": "2026-06-22",
"count": 1
},
{
"date": "2026-07-04",
"count": 1
},
{
"date": "2026-07-25",
"count": 1
}
],
"complete": true,
"collected": 8,
"total_forks": 8
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"tsconfig.json"
],
"toolchain_manifests": [],
"largest_source_bytes": 24713,
"source_files_sampled": 108,
"oversized_source_files": 0,
"agent_instruction_files": [
"AGENTS.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 17613
},
"dependencies": {
"manifests": [
"package.json"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [
{
"name": "sharp",
"direct": true,
"version": "0.34.5",
"severity": "high",
"ecosystem": "npm",
"cvss_score": 7.3,
"advisory_ids": [
"GHSA-f88m-g3jw-g9cj"
],
"fixed_version": "0.35.0",
"advisory_count": 1,
"oldest_advisory_days": 5
},
{
"name": "@hono/node-server",
"direct": false,
"version": "1.19.15",
"severity": "moderate",
"ecosystem": "npm",
"cvss_score": 5.9,
"advisory_ids": [
"GHSA-frvp-7c67-39w9"
],
"fixed_version": "2.0.5",
"advisory_count": 1,
"oldest_advisory_days": 6
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"high": 1,
"moderate": 1
},
"advisory_count": 2,
"affected_count": 2,
"assessed_count": 323,
"malicious_count": 0,
"assessed_package": "npm:mcp-video-analyzer@0.7.1",
"unassessed_count": 0,
"direct_affected_count": 1
},
"ecosystems": [
"npm"
],
"dependencies": [
{
"name": "cheerio",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^1.2.0"
},
{
"name": "fastmcp",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^3.34.0"
},
{
"name": "ffmpeg-static",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^5.3.0"
},
{
"name": "puppeteer-core",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^24.39.0"
},
{
"name": "sharp",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^0.34.5"
},
{
"name": "tesseract.js",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^7.0.0"
},
{
"name": "zod",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^4.3.6"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 19,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 5,
"closed_unmerged_prs": 3
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "guimatheus92",
"commits": 38,
"avatar_url": "https://avatars.githubusercontent.com/u/11640754?v=4"
},
{
"type": "User",
"login": "akesson",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/1822029?v=4"
},
{
"type": "User",
"login": "mohit-twelvelabs",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/215753878?v=4"
}
],
"contributors_sampled": 3,
"top_contributor_share": 0.95
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml"
],
"has_docs_dir": false,
"linter_configs": [
"eslint.config.js"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"package-lock.json"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal 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",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 9,
"reason": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 2/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 3,
"reason": "dependency not pinned by hash detected -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "104 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "13b4dfa25399a0f5435c3396cdd810f5d9364ed6",
"ran_at": "2026-07-27T20:31:19Z",
"aggregate_score": 3.8,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-21T01:40:31Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-07-21T01:40:29Z",
"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/guimatheus92/mcp-video-analyzer",
"host": "github.com",
"name": "mcp-video-analyzer",
"owner": "guimatheus92"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"security": 44,
"vitality": 79,
"community": 51,
"governance": 59,
"engineering": 79
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 79,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"commits_last_year": 40,
"human_commit_share": 1,
"days_since_last_push": 6,
"active_weeks_last_year": 7
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 6 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 6
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "7/52 weeks with commits",
"points": 4.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 7
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "40 commits in the last year",
"points": 14.5,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 40
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 15,
"latest_release_tag": "v0.7.1",
"releases_from_tags": false,
"days_since_latest_release": 6,
"mean_days_between_releases": 14.3
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "15 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 15
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 6 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 6
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~14.3 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 14.3
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 51,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 30,
"inputs": {
"forks": 8,
"stars": 28,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "28 stars",
"points": 23.2,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 28
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "8 forks",
"points": 7,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 8
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"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"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"packages": [
"mcp-video-analyzer"
],
"dependents": null,
"ecosystems": "npm",
"total_downloads": null,
"monthly_downloads": 2780
},
"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"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"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",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 17,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 3,
"top_contributor_share": 0.95
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 95% of commits",
"points": 1.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 95
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"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
},
"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,
"decided": 22
}
}
],
"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
}
]
},
{
"key": "stewardship",
"band": "moderate",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"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": {}
}
],
"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
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"mcp-video-analyzer"
],
"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"
}
}
],
"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
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "14 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 14
}
}
],
"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
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"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",
"params": {
"files": "eslint.config.js"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"ai",
"claude",
"frames",
"loom",
"mcp",
"mcp-server",
"model-context-protocol",
"ocr",
"transcript",
"video-analysis",
"instagram",
"tiktok",
"transcription",
"whisper",
"youtube",
"yt-dlp"
],
"has_wiki": true,
"homepage": "https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "16 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 16
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 44,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 38,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 3.8
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal 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",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"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 2/30 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": "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",
"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": "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
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": {
"source": "osv",
"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": {
"count": 1,
"packages": "@hono/node-server 1.19.15 (moderate 5.9)"
}
}
],
"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
}
}
],
"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": [
"AGENTS.md",
"CLAUDE.md"
],
"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",
"params": {
"legible": 29,
"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"
}
}
],
"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"
}
}
],
"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"
}
Verwandte Einträge
Geprüfte Repositories, die Katalog-Tags oder Ökosysteme mit guimatheus92/mcp-video-analyzer teilen. Nebeneinander lesen →
Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
