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Market around deliberation

MCP server that queries 400+ models (GPT, Gemini, Grok, Qwen, DeepSeek) for consensus-based code review. Runs domain experts (architect, reviewer, security analyst) in rounds until agreement, surfacing bugs through disagreement analysis.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
deliberation · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
deliberation doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
56th pctile
95 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$19.95/mo
2 priced · $14.93–$24.98 mid 50%
MCP servers · Pro median
$199/mo
1 priced · $199–$199 mid 50%
APIs · Pro median
$47/mo
2 priced · $33–$61 mid 50%
Frameworks · Pro median
$10/mo
1 priced · $10–$10 mid 50%

Agents cost 0.1× MCP servers at the Pro tier.

Price spectrum · Pro plans · 5 of 11 providers priced · log scale · $9.9 → $199/mo
Agents MCP servers APIs Frameworks◻ shaded = middle 50% · line = median (all types)deliberation has no comparable Pro price — not plotted

Products in this market

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

MMCP servers13Ranked by relevance
deliberationthis listing
● MCP · relevance 100%
no public price
council_ai
● MCP · relevance 78%
no public price
mcp_code_review
● MCP · relevance 75%
no public price
coauthor
● MCP · relevance 75%
no public price
verificate_mcp
● MCP · relevance 74%
no public price
argus_mcp
● MCP · relevance 73%
no public price
getabrain
● MCP · relevance 72%
no public price
code_review_agent_mcp
● MCP · relevance 72%
no public price
objective
● MCP · relevance 71%
no public price
norma
● MCP · relevance 71%
$199/mo Pro
doriku
● MCP · relevance 71%
no public price
Euthynos
● MCP · relevance 70%
no public price
jkanselaar_python_code_validat
● MCP · relevance 70%
no public price
AAgents21Ranked by relevance
cynical_sally
● AGENT · relevance 82%
no Pro plan
entry $9/mo
AI Code Review Agent
● AGENT · relevance 76%
no public price
pr_review_agent_council
● AGENT · relevance 75%
no public price
CodeWorker
● AGENT · relevance 75%
no public price
codereviewbot
● AGENT · relevance 75%
no Pro plan
entry $25/mo
agent_monitor_2
● AGENT · relevance 74%
no public price
aica
● AGENT · relevance 74%
no public price
AI Copilot for Code Reviews
● AGENT · relevance 73%
no public price
coderabbit_cli
● AGENT · relevance 73%
no public price
oh_my_pr
● AGENT · relevance 72%
no public price
benzi
● AGENT · relevance 72%
no public price
coderabbit
● AGENT · relevance 72%
no public price
mira
● AGENT · relevance 72%
no public price
Cursor AI
● AGENT · relevance 71%
no Pro plan
entry $20/mo
IBM Bob
● AGENT · relevance 71%
no public price
uneven_agent
● AGENT · relevance 71%
$9.9/mo Pro
-50% vs Pro median
cobalt
● AGENT · relevance 71%
no public price
Clixad
● AGENT · relevance 70%
no public price
Cursor
● AGENT · relevance 70%
no Pro plan
entry $20/mo
Kilo Code
● AGENT · relevance 70%
no Pro plan
entry $15/mo
AI Code Review
● AGENT · relevance 70%
$30/mo Pro
+50% vs Pro median
FFrameworks5Ranked by relevance
r3_review_tool
● FRAMEWORK · relevance 78%
no public price
archon
● FRAMEWORK · relevance 72%
no public price
polygnosis
● FRAMEWORK · relevance 72%
no public price
llm_council
● FRAMEWORK · relevance 71%
no public price
delimit
● FRAMEWORK · relevance 71%
$10/mo Pro
AAPIs1Ranked by relevance
open_code_review
● API · relevance 74%
$19/mo Pro
-60% vs Pro median
PPlatforms7Ranked by relevance
Codegen.com
● PLATFORM · relevance 73%
no public price
hubo
● PLATFORM · relevance 73%
no public price
gobby
● PLATFORM · relevance 72%
no public price
openchamber
● PLATFORM · relevance 71%
no public price
ai_cowork
● PLATFORM · relevance 71%
no public price
augmentcode_com
● PLATFORM · relevance 71%
no Pro plan
entry $100/mo
Gatewerk
● PLATFORM · relevance 70%
no public price
OOther3Ranked by relevance
proofreader_skill
● OTHER · relevance 72%
no public price
openlore
● OTHER · relevance 71%
no public price
claude_dev_skill
● OTHER · relevance 70%
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.