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Market around Agent-Video-understanding

An independent Node.js MCP server that processes GIFs, local videos, and Bilibili links into timestamped, queryable frame evidence and event timelines for AI model analysis.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Agent-Video-understanding · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Agent-Video-understanding doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
35th pctile
55 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$25.5/mo
5 priced · $14.99–$39 mid 50%
Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $9.99 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Agent-Video-understanding has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Agent-Video-understanding'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
Agent-Video-understandingthis listing
● OTHER
no public price
Vindex (Ingesta)
● OTHER74% similar
no public price
ojos-mcp
● OTHER72% similar
no public price
Let Ai Read Video
● OTHER72% similar
no public price
Bilibili Use
● OTHER71% similar
no public price
Video Perception
● OTHER71% similar
no public price
MMCP servers24Ranked by similarity
FrameAtlas
● MCP80% similar
no public price
MCP Video Frames
● MCP77% similar
no public price
Bilibili Info Gathering
● MCP75% similar
no public price
FR
Frameskim
● MCP75% similar
no public price
Talkthrough
● MCP75% similar
no public price
Agent Media Kit
● MCP74% similar
no public price
Video Intelligence
● MCP74% similar
no public price
video-extract-mcp
● MCP73% similar
no public price
B-roll MCP
● MCP73% similar
no public price
caught-in-4k
● MCP73% similar
no public price
Contendeo
● MCP73% similar
$12/mo Pro
-53% vs Pro median
Kymo
● MCP73% similar
no public price
Katto
● MCP72% similar
no Pro plan
entry $10/mo
ilinxa capture
● MCP72% similar
no public price
ClipSense
● MCP72% similar
no public price
Squish
● MCP72% similar
$9.99/mo Pro
-61% vs Pro median
CuePrecise
● MCP72% similar
no public price
GIF Chat
● MCP71% similar
no public price
Cutloupe
● MCP71% similar
no public price
Codex Video
● MCP71% similar
no public price
Scribiz Video MCP Server
● MCP70% similar
$10/mo Pro
-61% vs Pro median
Topaz Video AI MCP
● MCP70% similar
no public price
Scribiz
● MCP70% similar
no public price
VidLens
● MCP70% similar
no public price
AAgents1Ranked by similarity
Video Digest
● AGENT74% similar
no public price
PPlatforms2Ranked by similarity
Seeit Ai
● PLATFORM71% similar
no public price
OpenAI Frontier Platform
● PLATFORM70% 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.