Vidlens MCP
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安装
npx vidlens-mcp setup工具（40 个）
analyzePlaylist
Playlist-level engagement analytics
analyzeVideoSet
Compare performance across multiple videos
buildVideoDossier
Complete single-video deep analysis
clearActiveCollection
Search across all collections
compareShortsVsLong
Short-form vs long-form performance
discoverNicheTrends
Momentum, saturation, and content gaps in any topic
downloadAsset
Download or ingest video, audio, or thumbnails from any supported source
expandPlaylist
List all videos in any playlist
exploreNicheCompetitors
Channel landscape and top performers
exploreYouTube
Intent-aware search with multi-query ranking, transcript summaries, structured benchmark data, and background indexing. One call replaces 5–8 individual tool calls.
extractKeyframes
Extract key frames from videos
findSimilarFrames
Image-to-image frame similarity using Apple Vision feature prints
findVideos
Search YouTube by query with metadata
importComments
Index a video's comments for search
importPlaylist
Index an entire playlist's transcripts
importVideos
Index specific videos by URL or ID
importVideoSources
Import URLs or local files into the local media store, optionally building a visual index or transcript
indexVisualContent
Extract frames; run Apple Vision OCR and feature prints, Gemini frame descriptions, and Gemini semantic embeddings
inspectChannel
Channel stats, description, recent uploads
inspectVideo
Deep metadata — tags, engagement, language, category
inspectVideoSource
Resolve YouTube, X, Instagram, TikTok, generic URLs, and local files into source metadata and capability flags
listChannelCatalog
Browse a channel's full video library
listCollections
Browse your indexed collections
listMediaAssets
Browse stored media files
measureAudienceSentiment
Comment sentiment with themes and risk signals
mediaStoreHealth
Storage usage and diagnostics
readComments
Top comments with likes and engagement
readTranscript
Full transcript with timestamps and chapters
recommendUploadWindows
Best times to publish for engagement
removeCollection
Delete a collection and its index
removeMediaAsset
Clean up downloaded assets
researchTagsAndTitles
Tag and title optimization insights
scoreHookPatterns
Analyze what makes video openings work
searchComments
Natural-language search over the comment corpus
searchSocialTrends
Search social platforms through ScrapeCreators; returns a ranked list with engagement metrics and importable URLs where available
searchTranscripts
Natural-language search across indexed content
searchVideoSources
Search native YouTube and local assets, with ScrapeCreators support for TikTok/Instagram plus configurable Brave/SerpAPI/DuckDuckGo fallback
searchVisualContent
Search frames by meaning and text; returns timestamped evidence and can open the external browser gallery
setActiveCollection
Scope searches to one collection
transcribeVideoSource
Transcribe YouTube, social/generic URLs, and local files via native captions or configured STT