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 holds a health index of 64 out of 100, placing it in the Moderate band. It scores highest on Vitality (79/100) and lowest on Security (44/100). It was last updated 6 days ago. A single contributor accounts for most of its recent work.
64
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
64
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Direct dependencies free of known advisories — 1 affected: sharp 0.34.5 (high 7.3)
13.2/25
Indirect dependencies free of known advisories — 1 affected: @hono/node-server 1.19.15 (moderate 5.9)
40/40
No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
source
osv
advisories
2
affected_packages
2
assessed_packages
323
unassessed_packages
0
affected_by_severity
high 1, moderate 1
direct_affected_packages
1
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.
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.
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
More detail
Star and fork history 0 ★ / 8 ⇿
0Stars
8Forks
8Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 5Patch 3
OpenSSF Scorecard 3.8 / 10
3.8aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-27 20:31 UTC
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Dependency advisories 2
Installing npm:mcp-video-analyzer@0.7.1 pulls in 323 packages, direct and transitive: 2 carry known advisories, of which 1 are direct dependencies.
Package
Version
Relation
Severity
Advisories
Fixed in
sharp
0.34.5
direct
high
1
0.35.0
@hono/node-server
1.19.15
indirect
moderate
1
2.0.5
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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"headline": "docs: mcpservers.org listing badge",
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"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>",
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"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>",
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"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>",
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"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>",
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"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>",
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"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>",
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"is_bot": false,
"headline": "Bump version to 0.4.0",
"author_name": "Guilherme Matheus",
"author_login": "guimatheus92",
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{
"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,
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{
"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",
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"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,
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"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",
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"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,
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"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",
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"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",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "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"
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
