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Market around model-cost-mcp

An MCP server that helps AI agents select image, video, audio, and 3D generation models and estimate job costs using exact billing rules. Includes model listing, cost estimation, comparison, and actionable error responses.

Visit github.com ↗Pricing page ↗
Pricing (1 buyer tier · 1 plan)
As parsed from github.com/ekamal22/model-cost-mcp on 2026-11-05.

Explore the market

Prices and medians update for the tier you select.

Compare at
model-cost-mcp · Pro
No Pro plan
—
Pro-MCP server median
$61.5
across 10 priced MCP servers
vs Pro MCP servers
No comparison
model-cost-mcp doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
45th pctile
100 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$61.5/mo
10 priced · $29–$94 mid 50%
Price spectrum · Pro plans · 12 of 16 providers priced · log scale · $7.99 → $99/mo
MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)model-cost-mcp has no comparable Pro price — not plotted

Products in this market

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

MMCP servers36Ranked by similarity
model-cost-mcpthis listing
● MCP
no public price
Ai Content Drop
● MCP81% similar
$49/mo Pro
-20% vs Pro median
Promptibus
● MCP78% similar
$9.99/mo Pro
-84% vs Pro median
Gliana Ai
● MCP77% similar
no public price
VA
Varosity
● MCP77% similar
no public price
Somm
● MCP76% similar
no public price
Kubflow MCP
● MCP76% similar
$99/mo Pro
+61% vs Pro median
AI Effect MCP Plugin
● MCP75% similar
no public price
Visual Sandbox
● MCP74% similar
no public price
InferCPI
● MCP74% similar
no public price
PixelDojo MCP
● MCP73% similar
no public price
WH
whichmodel-mcp
● MCP73% similar
no public price
API Stock
● MCP73% similar
no public price
Muapi
● MCP73% similar
no public price
AI API Pricing MCP
● MCP73% similar
no public price
Synap
● MCP73% similar
$49/mo Pro
-20% vs Pro median
Azurade AI
● MCP72% similar
$7.99/mo Pro
-87% vs Pro median
Hugging Bay
● MCP72% similar
no public price
Aidarknet
● MCP72% similar
no public price
MCP Web API
● MCP72% similar
no public price
Maginary
● MCP71% similar
no public price
OpenFlix CLI
● MCP71% similar
no public price
Ai Economics
● MCP71% similar
no public price
GPT Image Studio
● MCP71% similar
no public price
IntegrityPulse FinOps
● MCP71% similar
$29/mo Pro
-53% vs Pro median
AI Model Pricing API
● MCP71% similar
$29/mo Pro
-53% vs Pro median
Mixer AI
● MCP71% similar
no public price
Wandura
● MCP71% similar
$50 one-time Pro
not monthly-comparable
AIMALL MCP
● MCP71% similar
no public price
Social Neuron
● MCP70% similar
no public price
Cortico World AIGC
● MCP70% similar
no public price
Essentras
● MCP70% similar
$49/mo Pro
-20% vs Pro median
NovAI MCP Servers
● MCP70% similar
no public price
Tickerr Live Status
● MCP70% similar
no public price
Attic Standard
● MCP70% similar
no Pro plan
entry $625/mo
inReels MCP
● MCP70% similar
no public price
AAPIs6Ranked by similarity
Vap Execution
● API76% similar
$50/mo Pro
Agent Platform Pricing
● API75% similar
no public price
Kinovi
● API73% similar
no public price
Unifically
● API71% similar
no public price
Hiapi
● API71% similar
no public price
Model Store
● API70% similar
no public price
PPlatforms4Ranked by similarity
UlazAI
● PLATFORM73% similar
no public price
Edgee
● PLATFORM72% similar
no Pro plan
entry $34/mo
Scenetra
● PLATFORM71% similar
$45/mo Pro
302.AI
● PLATFORM71% similar
no public price
OOther1Ranked by similarity
agent-budget
● OTHER73% similar
no public price
AAgents1Ranked by similarity
AtlasBurn
● AGENT71% similar
no Pro plan
entry $19/mo

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.