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Market around Architect To Product

MCP server and AI engineering framework that enforces TDD, security scanning, pentesting, and deployment automation. Turns AI-generated code into production-ready software with evidence-gated systems engineering.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Architect To Product · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Architect To Product doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
41st pctile
8 competing vendors
Comparable listings · 30d
Flat
driven by CodeGPT AI Agents $9→$10
Agents · Pro median
$17.09/mo
3 priced · —–— mid 50%
Platforms · Pro median
$26/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 8 of 15 providers priced · log scale · $10 → $100/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Architect To Product has no comparable Pro price — not plotted

Products in this market

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

MMCP servers9Ranked by similarity
Architect To Productthis listing
● MCP
no public price
Opentester
● MCP77% similar
no public price
Mk Family
● MCP76% similar
no public price
Rea
● MCP75% similar
no public price
Dotbot
● MCP73% similar
no public price
Off the Mode
● MCP73% similar
no public price
Helios
● MCP73% similar
no public price
Counterfactual Immune Forge
● MCP73% similar
$39/mo Pro
Mcp Adr Analysis
● MCP73% similar
no public price
OOther6Ranked by similarity
Snyk AI Security Platform
● OTHER78% similar
no public price
Prodlint
● OTHER76% similar
no public price
Project Auditor Task Planner
● OTHER75% similar
no public price
Agent Work Discipline
● OTHER74% similar
no public price
DevKeel V2
● OTHER74% similar
no public price
Rolecraft Skills
● OTHER73% similar
no public price
AAgents11Ranked by similarity
Gocodeo
● AGENT77% similar
$15.17/mo Pro
-11% vs Pro median
TestTrout
● AGENT77% similar
no public price
AI-augmented development teams
● AGENT76% similar
no public price
Evo
● AGENT75% similar
no public price
Refact Ai 2
● AGENT74% similar
$10/mo Pro
-41% vs Pro median
Noteweave
● AGENT73% similar
no public price
Stackhawk Wingman
● AGENT73% similar
no Pro plan
entry $10/mo
Junie
● AGENT73% similar
no public price
Tusk
● AGENT73% similar
no Pro plan
entry $50/mo
Gecko Security
● AGENT73% similar
$100/mo Pro
+485% vs Pro median
Stably
● AGENT73% similar
no Pro plan
entry $60/mo
PPlatforms16Ranked by similarity
Monkeycode Ai
● PLATFORM77% similar
$15/mo Pro
-42% vs Pro median
Codacy
● PLATFORM77% similar
no Pro plan
entry $18/mo
Zero Code Studio
● PLATFORM76% similar
no public price
CodePress
● PLATFORM75% similar
no Pro plan
entry $125/mo
Tracely
● PLATFORM75% similar
no public price
BotGauge
● PLATFORM75% similar
no public price
Ziosec
● PLATFORM74% similar
no public price
Agent Security Sandbox
● PLATFORM74% similar
no public price
Blackbox Ai
● PLATFORM74% similar
no public price
CodeGPT AI Agents
● PLATFORM73% similar
$10/mo Pro
-62% vs Pro median
CodeSentry
● PLATFORM73% similar
no public price
AgentLasso
● PLATFORM73% similar
$79/mo Pro
+204% vs Pro median
Agentic Design
● PLATFORM73% similar
$14.5/mo Pro
-44% vs Pro median
Coder Agents
● PLATFORM73% similar
no public price
Aming Claw
● PLATFORM73% similar
no public price
Custodian Labs
● PLATFORM73% similar
no Pro plan
entry $49/mo
FFrameworks8Ranked by similarity
Agentic Os
● FRAMEWORK75% similar
no public price
Acs
● FRAMEWORK75% similar
no public price
Archon
● FRAMEWORK74% similar
no public price
apowerb
● FRAMEWORK74% similar
no public price
Vibe Coding Production Kit
● FRAMEWORK74% similar
no public price
Codemium
● FRAMEWORK73% similar
no public price
Niceeval
● FRAMEWORK73% similar
no public price
Langwatch
● FRAMEWORK73% similar
no Pro plan
entry $33/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.