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Market around Shortform Analyzer

Analyzes short-form videos into scenes with transcripts, visual frames, beats, viewer-retention levers, holds, and format labels. Available as a Node.js library, CLI, MCP server, and agent skill.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Shortform Analyzer · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Shortform Analyzer doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
57th pctile
175 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$30.24/mo
8 priced · $26.85–$58.13 mid 50%
Price spectrum · Pro plans · 12 of 14 providers priced · log scale · $12 → $97.9/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Shortform Analyzer has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Shortform Analyzer's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther6Ranked by similarity
Shortform Analyzerthis listing
● OTHER
no public price
Moras Viral Video Hook Retention Decomposer
● OTHER79% similar
no public price
Video Teardown
● OTHER78% similar
no public price
Moras Multimodal Product B-roll Pacing Composer Skill
● OTHER73% similar
no public price
Video Perception
● OTHER72% similar
no public price
Moras Multimodal Product B-Roll Pacing Composer
● OTHER72% similar
no public price
MMCP servers30Ranked by similarity
ViralScout MCP
● MCP83% similar
no public price
Contendeo
● MCP80% similar
$12/mo Pro
-60% vs Pro median
Katto
● MCP79% similar
no Pro plan
entry $10/mo
lumiclip
● MCP77% similar
$24.99/mo Pro
-17% vs Pro median
Keep Highlights
● MCP77% similar
no public price
Horizonindustry Fastdrop
● MCP76% similar
no public price
Viraldecoder
● MCP76% similar
$50/mo Pro
+65% vs Pro median
Panda Video
● MCP75% similar
$97.9/mo Pro
+224% vs Pro median
Vidin
● MCP75% similar
no public price
VidLens
● MCP74% similar
no public price
Supadata: Web & Video data API for makers
● MCP74% similar
$17/mo Pro
-44% vs Pro median
video-summarizer
● MCP74% similar
$19.8/mo Pro
-35% vs Pro median
Clipcliper
● MCP74% similar
no public price
video-mcp
● MCP74% similar
no public price
VideoPip
● MCP73% similar
no public price
Video Intelligence
● MCP73% similar
no public price
Talkthrough
● MCP73% similar
no public price
Future Video Studio
● MCP73% similar
no public price
Framefetch
● MCP73% similar
no public price
Weftly
● MCP73% similar
no public price
CuePrecise
● MCP73% similar
no public price
YouTube Transcript Generator
● MCP73% similar
$49/mo Pro
+62% vs Pro median
video-extract-mcp
● MCP72% similar
no public price
Video Brief MCP
● MCP72% similar
no public price
FR
Frameskim
● MCP72% similar
no public price
Anylens
● MCP72% similar
no public price
Transcribe So
● MCP72% similar
$19/mo Pro
-37% vs Pro median
Scripthaul Youtube
● MCP72% similar
no public price
Faster-Whisper MCP
● MCP72% similar
no public price
MoonScroll MCP
● MCP72% similar
no public price
AAgents12Ranked by similarity
AI Content Repurposing Agent
● AGENT79% similar
no public price
Vizard Ai
● AGENT77% similar
no Pro plan
entry $29/mo
Building A Multimodal Ai
● AGENT76% similar
no public price
Xtawiz Studio
● AGENT75% similar
no public price
hookline
● AGENT75% similar
no public price
Wisecut
● AGENT75% similar
$33/mo Pro
Content Growth Ai
● AGENT74% similar
no public price
Scribix
● AGENT74% similar
$69/mo Pro
Onetake Ai
● AGENT73% similar
$59/mo Pro
Content Factory
● AGENT72% similar
no public price
Transcribe Video Ai
● AGENT72% similar
no public price
TAU-Agent Traffic Anomaly Understanding
● AGENT72% similar
no public price
AAPIs1Ranked by similarity
Video Context
● API77% similar
no public price
PPlatforms1Ranked by similarity
OpenAI Frontier Platform
● PLATFORM72% similar
$29/mo Pro

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.