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Market around AI Apps That Work

A free, read-only MCP server for AI app builders that provides LLM pricing, real cost per result, model switching costs, shutdown dates, A/B test sizing, and LLM-judge evaluation checks.

Visit github.com ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from github.com/amit-timalsina/aiappsthatwork-mcp on 2026-11-15.

Explore the market

Prices and medians update for the tier you select.

Compare at
AI Apps That Work · Pro
No Pro plan
—
Pro-MCP server median
$31.92
across 7 priced MCP servers
vs Pro MCP servers
No comparison
AI Apps That Work doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
23rd pctile
32 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$31.92/mo
7 priced · $27–$44.25 mid 50%
Platforms · Pro median
$79/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 11 of 15 providers priced · log scale · $20 → $199/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AI Apps That Work has no comparable Pro price — not plotted

Products in this market

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

MMCP servers16Ranked by similarity
AI Apps That Workthis listing
● MCP
no public price
Tandiu Data
● MCP83% similar
no Pro plan
entry $10/mo
llm-cost-mcp
● MCP80% similar
no public price
aa-mcp
● MCP79% similar
no public price
Dynamic Feed
● MCP74% similar
no public price
WH
whichmodel-mcp
● MCP73% similar
no public price
FreeLLM-MCP
● MCP73% similar
no public price
PromptQuorum MCP Server
● MCP73% similar
no public price
Zitierfest
● MCP72% similar
no public price
//beforeyouship
● MCP72% similar
$20/mo Pro
-37% vs Pro median
AI API Pricing MCP
● MCP71% similar
no public price
Agent Cost MCP Server
● MCP71% similar
no public price
RightAIChoice MCP Server
● MCP71% similar
$49/mo Pro
+54% vs Pro median
Kottos AI
● MCP71% similar
no public price
DeepStack MCP
● MCP71% similar
no public price
Duneland Financial
● MCP71% similar
no public price
PPlatforms4Ranked by similarity
Parea Ai
● PLATFORM75% similar
no public price
Tokenwise
● PLATFORM74% similar
$79/mo Pro
0% vs Pro median
SpendLens AI
● PLATFORM72% similar
$199/mo Pro
+152% vs Pro median
Plumloom
● PLATFORM70% similar
$59/mo Pro
-25% vs Pro median

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.