Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add thatsrajan/vidlens-mcp --skill vidlensgit clone --depth 1 https://github.com/thatsrajan/vidlens-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/thatsrajan/vidlens-mcp/vidlens)<a href="https://agentmods.dev/skills/thatsrajan/vidlens-mcp/vidlens"><img src="https://agentmods.dev/badge/skills/thatsrajan/vidlens-mcp/vidlens/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/thatsrajan/vidlens-mcp/vidlens"><img src="https://agentmods.dev/badge/skills/thatsrajan/vidlens-mcp/vidlens.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00046 | $0.00928 |
| Opus 5 | $0.00023 | $0.00464 |
| Sonnet 5 | $0.00009 | $0.00186 |
| Haiku 4.5 | $0.00005 | $0.00093 |
Grade A, and why
vidlens scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
VidLens
Use the VidLens MCP tools for video intelligence work:
- Use
inspectVideoSourcefirst when the input could be a YouTube ID, social video URL, generic URL, or local video file. - Use
searchSocialTrendswhen the user wants to search social platforms for trends, posts, reels, or cross-platform signal around a topic. - Use
searchVideoSourcesfor discovery. It searches YouTube natively, local assets locally, and explains fallback paths for social/web platforms. - Use
importVideoSourcesto store one or more URLs or local files as local VidLens assets. - Use
downloadAssetfor explicit storage of a video/audio/thumbnail asset without visual indexing. - Use
indexVisualContentafter import/download to build Apple Vision OCR/similarity and optional Gemini visual embeddings. - Use
searchVisualContentwhen the user asks what was shown in a video, slide, chart, whiteboard, screen recording, or local clip.
Social video capability ladder
Use the cheapest available path automatically. An API key is an uplift, not a prerequisite.
- Call
recallWorkspaceand reuse an existing transcript or media asset. - For an exact public X status, Instagram reel/post, or TikTok video URL, call
inspectVideoSource, thentranscribeVideoSourceorimportVideoSources. VidLens tries yt-dlp anonymously first, then configured cookies and local/selected STT. - If the user supplied a creator/topic instead of a URL, call
searchVideoSources. Accept only concrete post/video URLs; never pass a profile, explore, hashtag, or popular page to import. - If discovery is incomplete or the platform page blocks anonymous inspection, use an available Browser/Chrome tool to open the public page or signed-in session and collect the canonical post URL plus visible author, caption, date, duration, and engagement. Prefer Browser/Chrome to Computer Use because it exposes page structure; use Computer Use only when no browser tool is available.
- Pass the canonical URL back to VidLens. If the browser can legitimately save/download the video, import that local file. Do not claim that browser visibility guarantees media export, and do not treat a CDN/blob URL as durable provenance.
- When
SCRAPECREATORS_API_KEY, Brave, or SerpAPI is configured, use it automatically for scale, repeatability, or unattended discovery. Keep the no-key route available for individual videos.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 58 lines · 46 tokens per session scan A fe9d4cdfd1ce
vidlens is a skill published in the GitHub repository thatsrajan/vidlens-mcp (36 stars, last pushed 20d ago), licensed MIT. It adds 46 tokens to every session and 928 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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