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Market around Good Bot Bad Bot

An MCP-enabled service for submitting AI prompt-response transcripts for crowd evaluation, with integrations for clients such as VS Code, Claude, Codex, and Copilot.

Visit goodbotbad.bot ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Good Bot Bad Bot · Pro
No Pro plan
—
Pro-MCP server median
$34
across 16 priced MCP servers
vs Pro MCP servers
No comparison
Good Bot Bad Bot doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
19th pctile
3 competing vendors
Comparable listings · 30d
Flat
limited data · 1 priced comparable
MCP servers · Pro median
$34/mo
16 priced · $13.74–$50.25 mid 50%
Price spectrum · Pro plans · 18 of 19 providers priced · log scale · $5 → $259/mo
MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)Good Bot Bad Bot has no comparable Pro price — not plotted

Products in this market

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

MMCP servers18Ranked by similarity
Good Bot Bad Botthis listing
● MCP
no public price
Getabrain
● MCP74% similar
no public price
Prompt Petal MCP
● MCP74% similar
no public price
ChatGPT MCP Server
● MCP74% similar
no public price
ultra-prompt
● MCP74% similar
$5/mo Pro
-85% vs Pro median
Start Right Prompt Studio
● MCP74% similar
no public price
WebChatMCP.js
● MCP73% similar
no public price
Idiolect Ai
● MCP72% similar
no public price
Brieform
● MCP72% similar
$39/mo Pro
+15% vs Pro median
coauthor
● MCP71% similar
no public price
Council Ai
● MCP71% similar
$19.99/mo Pro
-41% vs Pro median
Transcription
● MCP71% similar
$25 usage Pro
not monthly-comparable
Scribiz Video MCP Server
● MCP71% similar
$10/mo Pro
-71% vs Pro median
mdreview-service
● MCP71% similar
no public price
Codex–Claude Council
● MCP71% similar
no public price
VicSee
● MCP71% similar
$29/mo Pro
-15% vs Pro median
yTranscript MCP
● MCP70% similar
$29/mo Pro
-15% vs Pro median
Formwiz
● MCP70% similar
$10/mo Pro
-71% vs Pro median
AAPIs4Ranked by similarity
Heard
● API72% similar
$12/mo Pro
kaisen x1
● API72% similar
no public price
Bailian
● API71% similar
no public price
Prompt Tape
● API70% similar
no public price
PPlatforms1Ranked by similarity
Promptlayer
● PLATFORM72% similar
$49/mo Pro
OOther2Ranked by similarity
Clawbench
● OTHER72% similar
no public price
AIPRM
● OTHER70% 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.