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Market around clarify-first

An open-source agent skill defining a clarify-then-verify-then-execute discipline, including input validation, safeguards for irreversible actions, evidence requirements, command-line conventions, and MCP channel selection.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
clarify-first · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
clarify-first doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
68th pctile
323 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$20/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 5 of 12 providers priced · log scale · $6.58 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)clarify-first has no comparable Pro price — not plotted

Products in this market

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

OOther14Ranked by similarity
clarify-firstthis listing
● OTHER
no public price
DashClaw
● OTHER76% similar
no public price
Squidbrake
● OTHER74% similar
no public price
AI-Safeguard
● OTHER73% similar
no public price
Countersign
● OTHER73% similar
no public price
AC
ACP
● OTHER73% similar
no public price
Agent Trust Plane
● OTHER73% similar
no public price
Yin-Yue
● OTHER72% similar
no public price
Enozunu
● OTHER72% similar
no public price
vet-skills CLI
● OTHER72% similar
no Pro plan
entry $5/mo
Delegated Intent Verification
● OTHER72% similar
no public price
Eval Skills
● OTHER72% similar
no public price
Shiren (People Reader)
● OTHER72% similar
no public price
Agent Effect Gate
● OTHER71% similar
no public price
MMCP servers22Ranked by similarity
AffixIO
● MCP77% similar
no Pro plan
entry $25/mo
Shrike Security
● MCP74% similar
$99/mo Pro
+395% vs Pro median
Quiet Menders
● MCP74% similar
no public price
Agent Conductor
● MCP74% similar
no public price
Agency Check
● MCP74% similar
$6.58/mo Pro
-67% vs Pro median
ApprovalLens
● MCP73% similar
no public price
BRYDGE MCP
● MCP73% similar
no public price
Yashwantsandey2000 Engram
● MCP73% similar
no Pro plan
entry $20/mo
Mainspring
● MCP73% similar
no public price
Cinch Ai Security
● MCP72% similar
no public price
Remnant
● MCP72% similar
no public price
Vouchwell
● MCP72% similar
no public price
ReplySlip
● MCP72% similar
no public price
YourHuman
● MCP72% similar
no public price
corescout
● MCP72% similar
no public price
NE
NEXUS Protocol
● MCP72% similar
no public price
Skillmd
● MCP72% similar
no public price
Ask User Questions
● MCP72% similar
no public price
WorkerLane
● MCP71% similar
no public price
Goodeye
● MCP71% similar
$20/mo Pro
0% vs Pro median
Agent Rider
● MCP71% similar
no Pro plan
entry $12/mo
MCPSkill Runtime
● MCP71% similar
no public price
FFrameworks3Ranked by similarity
Skillport
● FRAMEWORK76% similar
no public price
Parley
● FRAMEWORK73% similar
no public price
do-harness
● FRAMEWORK72% similar
no public price
PPlatforms6Ranked by similarity
Rokha
● PLATFORM75% similar
$29.99/mo Pro
Atomadic Nexus
● PLATFORM73% similar
$29/mo Pro
GoldKey Guard
● PLATFORM73% similar
no public price
Agentic Control Plane
● PLATFORM73% similar
no Pro plan
entry $100/mo
Conduct AI
● PLATFORM73% similar
no Pro plan
entry $79/mo
Lunar
● PLATFORM72% similar
no public price
AAgents4Ranked by similarity
AP
Approval Gateway Base
● AGENT75% similar
no public price
Mercury Agent
● AGENT75% similar
no public price
Samaritain
● AGENT74% similar
no public price
KHEPRA
● AGENT72% similar
no Pro plan
entry $2900/mo
AAPIs1Ranked by similarity
HANRIA mandate check
● API71% similar
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.