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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
77th pctile
265 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$17.09/mo
4 priced · $13.88–$39.25 mid 50%
Platforms · Pro median
$14.75/mo
4 priced · $13.13–$26.25 mid 50%
Price spectrum · Pro plans · 6 of 14 providers priced · log scale · $9 → $100/mo
Agents 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 servers7Ranked by relevance
architect_to_productthis listing
● MCP · relevance 100%
no public price
opentester
● MCP · relevance 77%
no public price
mk_family
● MCP · relevance 76%
no public price
rea
● MCP · relevance 75%
no public price
dotbot
● MCP · relevance 73%
no public price
helios
● MCP · relevance 73%
no public price
mcp_adr_analysis_server
● MCP · relevance 73%
no public price
AAgents14Ranked by relevance
gocodeo
● AGENT · relevance 77%
$15.17/mo Pro
-11% vs Pro median
TestTrout
● AGENT · relevance 77%
no public price
AI-augmented development teams
● AGENT · relevance 76%
no public price
Evo
● AGENT · relevance 75%
no Pro plan
entry $25/mo
refact_ai_2
● AGENT · relevance 74%
$10/mo Pro
-41% vs Pro median
noteweave
● AGENT · relevance 73%
no public price
stackhawk_wingman
● AGENT · relevance 73%
no Pro plan
entry $10/mo
Junie
● AGENT · relevance 73%
no public price
tusk
● AGENT · relevance 73%
no Pro plan
entry $50/mo
gecko_security
● AGENT · relevance 73%
$100/mo Pro
+485% vs Pro median
stably
● AGENT · relevance 73%
no Pro plan
entry $60/mo
codework
● AGENT · relevance 73%
no public price
stealthnet_ai
● AGENT · relevance 73%
no Pro plan
entry $833/mo
rocoto
● AGENT · relevance 72%
no public price
PPlatforms16Ranked by relevance
monkeycode_ai
● PLATFORM · relevance 77%
$15/mo Pro
+2% vs Pro median
Codacy
● PLATFORM · relevance 77%
no Pro plan
entry $18/mo
zero_code_studio
● PLATFORM · relevance 76%
no public price
tracely
● PLATFORM · relevance 75%
no public price
ziosec
● PLATFORM · relevance 74%
no public price
blackbox_ai
● PLATFORM · relevance 74%
no public price
CodeGPT AI Agents
● PLATFORM · relevance 73%
$9/mo Pro
-39% vs Pro median
Bartholomew
● PLATFORM · relevance 73%
no public price
agentic_design
● PLATFORM · relevance 73%
$14.5/mo Pro
-2% vs Pro median
Coder Agents
● PLATFORM · relevance 73%
no public price
aming_claw
● PLATFORM · relevance 73%
no public price
custodian_labs
● PLATFORM · relevance 73%
no Pro plan
entry $19/mo
AI Agents
● PLATFORM · relevance 73%
no public price
lakera_red
● PLATFORM · relevance 73%
no public price
bugbunny
● PLATFORM · relevance 73%
no public price
mindgard
● PLATFORM · relevance 72%
no public price
OOther5Ranked by relevance
prodlint
● OTHER · relevance 76%
no public price
project_auditor_task_planner
● OTHER · relevance 75%
no public price
rolecraft_skills
● OTHER · relevance 73%
no public price
openlore
● OTHER · relevance 73%
no public price
flow_next
● OTHER · relevance 72%
no public price
FFrameworks8Ranked by relevance
agentic_os
● FRAMEWORK · relevance 75%
no public price
acs
● FRAMEWORK · relevance 75%
no public price
archon
● FRAMEWORK · relevance 74%
no public price
codemium
● FRAMEWORK · relevance 73%
no public price
niceeval
● FRAMEWORK · relevance 73%
no public price
langwatch
● FRAMEWORK · relevance 73%
no Pro plan
entry $34/mo
access_github
● FRAMEWORK · relevance 72%
no public price
AI DevKit
● FRAMEWORK · relevance 72%
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.