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Market around Gemini Video Understanding MCP

A local MCP server for Codex that uses the Gemini API to analyze video files and public YouTube links, producing scene breakdowns, timestamps, visual descriptions, transcripts, music, and sound-effect analysis.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Gemini Video Understanding MCP · Pro
No Pro plan
—
Pro-MCP server median
$25.5
across 3 priced MCP servers
vs Pro MCP servers
No comparison
Gemini Video Understanding MCP doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
39th pctile
85 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$25.5/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $10 → $79/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Gemini Video Understanding MCP has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Gemini 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.

MMCP servers31Ranked by similarity
Gemini Video Understanding MCPthis listing
● MCP
no public price
Video Intelligence
● MCP81% similar
no public price
YO
YouTube Vision
● MCP79% similar
no public price
ojos-mcp
● MCP78% similar
no public price
YouTube Vision MCP
● MCP77% similar
no public price
Contendeo
● MCP76% similar
$12/mo Pro
-53% vs Pro median
Transcriptyt Youtube
● MCP75% similar
$45 usage Pro
not monthly-comparable
Shortform Analyzer
● MCP75% similar
no public price
Qoder-MCP
● MCP74% similar
no public price
Understand This Video For Me AI Plugin
● MCP74% similar
no public price
MultiMediaGrep
● MCP73% similar
no public price
Codex Ops
● MCP73% similar
no public price
VidLens
● MCP73% similar
no public price
CuePrecise
● MCP73% similar
no public price
Ytt
● MCP72% similar
no public price
Faster-Whisper MCP
● MCP72% similar
no public price
video-mcp
● MCP72% similar
no public price
Mcp Youtube Transcript
● MCP72% similar
no public price
Boson-Video
● MCP72% similar
no public price
Codex Video
● MCP72% similar
no public price
Local Vision MCP
● MCP72% similar
no public price
clipquery
● MCP71% similar
no public price
chat-recall
● MCP71% similar
no Pro plan
entry $15/mo
Deepseek Vision Mcp 3
● MCP71% similar
no public price
Vindex (Ingesta)
● MCP71% similar
no public price
FR
Frameskim
● MCP71% similar
no public price
ViralScout MCP
● MCP71% similar
no public price
AudioToText MCP
● MCP71% similar
no public price
Scribiz Video MCP Server
● MCP70% similar
$10/mo Pro
-61% vs Pro median
ytlens
● MCP70% similar
no public price
YouTube Comments Downloader
● MCP70% similar
$79/mo Pro
+210% vs Pro median
OOther2Ranked by similarity
Video Perception
● OTHER73% similar
no public price
AgentTM
● OTHER70% similar
no public price
AAPIs1Ranked by similarity
Video Context
● API73% similar
no public price
AAgents2Ranked by similarity
video-insight
● AGENT72% similar
no public price
Building A Multimodal Ai
● AGENT72% similar
no public price
PPlatforms2Ranked by similarity
Cutfac
● PLATFORM72% similar
no public price
OpenAI Frontier Platform
● PLATFORM71% 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.