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Market around painpoints

Rust CLI and MCP server that analyzes source files for architectural pain points across layering, complexity, data access, failure handling, UI cost, and trust-boundary risk, producing ranked reports for AI coding agents.

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Explore the market

Prices and medians update for the tier you select.

Compare at
painpoints · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
painpoints doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
80th pctile
359 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$32.5/mo
4 priced · $28.75–$76 mid 50%
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $25 → $199/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)painpoints has no comparable Pro price — not plotted

Products in this market

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

OOther8Ranked by similarity
painpointsthis listing
● OTHER
no public price
openlore
● OTHER84% similar
no public price
project_auditor_task_planner
● OTHER77% similar
no public price
Agent Work Discipline
● OTHER77% similar
no public price
sot-graph
● OTHER76% similar
no public price
Patent Checker
● OTHER76% similar
no public price
Agent Project Intelligence
● OTHER76% similar
no public price
arch_vision
● OTHER75% similar
no public price
MMCP servers37Ranked by similarity
roam_code
● MCP84% similar
no Pro plan
entry $2500/mo
raysense
● MCP84% similar
no public price
mcp_adr_analysis_server
● MCP83% similar
no public price
omen
● MCP83% similar
no public price
Euthynos
● MCP81% similar
no public price
helios
● MCP80% similar
no public price
qartez
● MCP80% similar
no public price
Chronos-Agent
● MCP79% similar
no public price
Girder
● MCP79% similar
no public price
code-intel
● MCP79% similar
no public price
gograph
● MCP78% similar
no public price
Rune
● MCP78% similar
no public price
CICADA
● MCP78% similar
no public price
project_mapper
● MCP78% similar
no public price
vibe_check_mcp
● MCP78% similar
no public price
LOCUS Engine
● MCP78% similar
no public price
ripwire
● MCP78% similar
no public price
enola
● MCP78% similar
no public price
narsil_mcp
● MCP78% similar
no public price
ops_codegraph_tool
● MCP77% similar
no public price
norma
● MCP77% similar
$199/mo Pro
+512% vs Pro median
OpenInvar
● MCP77% similar
no public price
heeler
● MCP77% similar
$25/mo Pro
-23% vs Pro median
guide
● MCP77% similar
no public price
octocode
● MCP76% similar
no public price
RagPilot
● MCP76% similar
no public price
FlowCraft
● MCP76% similar
no public price
codescout
● MCP76% similar
no public price
fossil_mcp
● MCP76% similar
no public price
Code Analysis MCP
● MCP76% similar
no public price
slnmap
● MCP76% similar
no public price
tree_sitter_analyzer
● MCP76% similar
no public price
opscat
● MCP76% similar
no public price
codehelper
● MCP75% similar
no public price
errlookup
● MCP75% similar
no public price
domscribe
● MCP75% similar
no public price
grasp
● MCP75% similar
no public price
FFrameworks3Ranked by similarity
archon
● FRAMEWORK78% similar
no public price
spec_driven_develop
● FRAMEWORK77% similar
no public price
codemium
● FRAMEWORK76% similar
no public price
AAgents2Ranked by similarity
benzi
● AGENT77% similar
no public price
gecko_security
● AGENT76% similar
$100/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.