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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
$29
across 13 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
35th pctile
32 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$9/mo
1 priced · $9–$9 mid 50%
MCP servers · Pro median
$29/mo
13 priced · $19–$39.99 mid 50%
APIs · Pro median
$40/mo
1 priced · $40–$40 mid 50%
Platforms · Pro median
$274/mo
6 priced · $14.69–$1187 mid 50%
Other · Pro median
$47.5/mo
1 priced · $47.5–$47.5 mid 50%

Agents cost 0.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 17 of 19 providers priced · log scale · $1.25 → $499/mo
Agents MCP servers Platforms Other◻ 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 servers32Ranked by relevance
Good Bot Bad Botthis listing
● MCP · relevance 100%
no public price
getabrain
● MCP · relevance 74%
no public price
ultra-prompt
● MCP · relevance 74%
$5/mo Pro
-83% vs Pro median
idiolect_ai
● MCP · relevance 72%
no public price
Brieform
● MCP · relevance 72%
$28/mo Pro
-3% vs Pro median
coauthor
● MCP · relevance 71%
no public price
council_ai
● MCP · relevance 71%
no public price
VicSee
● MCP · relevance 71%
$29/mo Pro
0% vs Pro median
formwiz
● MCP · relevance 70%
$10/mo Pro
-66% vs Pro median
mcpollinations
● MCP · relevance 70%
no public price
gildara_io_mcp_server
● MCP · relevance 70%
$49/mo Pro
+69% vs Pro median
formhug_mcp
● MCP · relevance 70%
$29/mo Pro
0% vs Pro median
NarrateAI
● MCP · relevance 70%
$39.99/mo Pro
+38% vs Pro median
rtcf
● MCP · relevance 69%
$259/mo Pro
+793% vs Pro median
gptaria_mcp
● MCP · relevance 69%
$9/mo Pro
-69% vs Pro median
Godle Prompt API
● MCP · relevance 69%
no public price
MOA MCP
● MCP · relevance 69%
no public price
responsive_mcp_server
● MCP · relevance 69%
no Pro plan
entry $833/mo
heungbu_gra
● MCP · relevance 68%
no public price
clipia_mcp
● MCP · relevance 68%
$19/mo Pro
-34% vs Pro median
weftly
● MCP · relevance 68%
no public price
BeYourself
● MCP · relevance 68%
no public price
Dora
● MCP · relevance 68%
no public price
idiolect_mcp
● MCP · relevance 68%
no public price
fidenta_verify
● MCP · relevance 68%
no public price
etincel
● MCP · relevance 68%
no public price
deepmiro
● MCP · relevance 68%
$50/mo Pro
+72% vs Pro median
AI Web Tester
● MCP · relevance 67%
no public price
video-extract-mcp
● MCP · relevance 67%
no public price
llm_evaluation_agent
● MCP · relevance 67%
no public price
workledge
● MCP · relevance 67%
no public price
elicitly
● MCP · relevance 67%
$19/mo Pro
-34% vs Pro median
PPlatforms4Ranked by relevance
promptlayer
● PLATFORM · relevance 72%
$49/mo Pro
-82% vs Pro median
vasari
● PLATFORM · relevance 69%
no public price
ai_agents_arena
● PLATFORM · relevance 68%
$1.25/mo Pro
-100% vs Pro median
cosmicup
● PLATFORM · relevance 67%
$499/mo Pro
+82% vs Pro median
AAPIs4Ranked by relevance
kaisen x1
● API · relevance 72%
$40 usage Pro
not monthly-comparable
bailian_cli
● API · relevance 71%
no public price
prompt_tape
● API · relevance 70%
no public price
heygen_video_agent
● API · relevance 69%
no public price
OOther4Ranked by relevance
clawbench
● OTHER · relevance 72%
no public price
paper_read_skill
● OTHER · relevance 70%
no public price
freesearchx
● OTHER · relevance 69%
no public price
prompt_central
● OTHER · relevance 68%
$47.5/mo Pro
AAgents6Ranked by relevance
lockedin
● AGENT · relevance 68%
no public price
microsoft_copilot
● AGENT · relevance 68%
no public price
ainovelprompter
● AGENT · relevance 68%
no public price
TalkCody
● AGENT · relevance 67%
no public price
jobjump_ai_interview_copilot
● AGENT · relevance 67%
no public price
codebase_analyser
● AGENT · relevance 67%
$9/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.