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Market around Video Understanding MCP

An MCP server that lets AI agents analyze videos from page URLs, direct media URLs, or local files using OpenAI-compatible video models. It returns answers, summaries, speech transcripts, on-screen text, and timeline events.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Video Understanding MCP · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Video Understanding MCP doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
91st pctile
1401 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$25.5/mo
11 priced · $18.5–$47.52 mid 50%
Price spectrum · Pro plans · 12 of 15 providers priced · log scale · $8.99 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Video Understanding MCP has no comparable Pro price — not plotted

Products in this market

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

OOther1Ranked by similarity
Video Understanding MCPthis listing
● OTHER
no public price
MMCP servers46Ranked by similarity
Watch Skill
● MCP87% similar
no public price
Understand This Video For Me AI Plugin
● MCP85% similar
no public price
FR
Frameskim
● MCP84% similar
no public price
Scribiz
● MCP84% similar
no public price
Squish
● MCP83% similar
no public price
agentic-video
● MCP83% similar
no public price
Vindex (Ingesta)
● MCP83% similar
no public price
reap AI Clipping
● MCP82% similar
no Pro plan
entry $10/mo
Consumer
● MCP82% similar
no public price
Contendeo
● MCP82% similar
$12/mo Pro
-53% vs Pro median
ClipSense
● MCP81% similar
no public price
Topaz Video AI MCP
● MCP81% similar
no public price
Image MCP Server
● MCP81% similar
no public price
Scribiz Video MCP Server
● MCP81% similar
$10/mo Pro
-61% vs Pro median
Ssemble AI Clipping
● MCP81% similar
$15/mo Pro
-41% vs Pro median
Weftly
● MCP81% similar
no public price
Lodd Analytics
● MCP81% similar
no Pro plan
entry $11/mo
multimodal-mcp
● MCP80% similar
no public price
camera-mcp
● MCP80% similar
no public price
Boson-Video
● MCP80% similar
no public price
Katto
● MCP80% similar
no Pro plan
entry $10/mo
Meicut
● MCP80% similar
$8.99/mo Pro
-65% vs Pro median
Anylens
● MCP80% similar
no public price
Montagent
● MCP80% similar
no public price
veed-crawl
● MCP80% similar
no public price
Kinopipe
● MCP80% similar
$99/mo Pro
+288% vs Pro median
ytlens
● MCP80% similar
no public price
YouTube Signal MCP
● MCP80% similar
no public price
YoloCut
● MCP79% similar
no public price
Kine
● MCP79% similar
no public price
Cortico World AIGC
● MCP79% similar
no public price
TI
Tinkrr Intelligence
● MCP79% similar
no public price
Axis Cam MCP
● MCP78% similar
no public price
AI Cut
● MCP78% similar
no public price
VicSee
● MCP78% similar
$29/mo Pro
+14% vs Pro median
Mcp X402
● MCP78% similar
no public price
Magic Hour API
● MCP78% similar
$39/mo Pro
+53% vs Pro median
tubesight
● MCP78% similar
no public price
TubeAlfred YouTube MCP
● MCP78% similar
$15/mo Pro
-41% vs Pro median
Magic Hour
● MCP78% similar
$36/mo Pro
+41% vs Pro median
Rozetta
● MCP78% similar
no public price
Agent Media Toolkit
● MCP78% similar
no public price
Primate Intelligence
● MCP78% similar
no public price
Editclips
● MCP78% similar
$14.99/mo Pro
-41% vs Pro median
yTranscript MCP
● MCP78% similar
$29/mo Pro
+14% vs Pro median
botverse
● MCP78% similar
no public price
AAPIs1Ranked by similarity
Video Context
● API85% similar
no public price
PPlatforms1Ranked by similarity
Daydream
● PLATFORM81% similar
$50/mo Pro
AAgents1Ranked by similarity
video-insight
● AGENT79% similar
no public price

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.