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Market around Prompt Optimizer

Open-source local-first MCP server, Agent Skill, and TypeScript SDK that turns vague or complex coding requests into focused, context-aware instructions for AI coding agents.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Prompt Optimizer · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Prompt Optimizer doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
86th pctile
644 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$125/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $29 → $100/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)Prompt Optimizer has no comparable Pro price — not plotted

Products in this market

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

OOther6Ranked by similarity
Prompt Optimizerthis listing
● OTHER
no public price
Update Helper Skills
● OTHER78% similar
no public price
Task Dispatch
● OTHER78% similar
no public price
Agent Project Intelligence
● OTHER77% similar
no public price
sot-graph
● OTHER77% similar
no public price
Askance
● OTHER76% similar
no public price
MMCP servers29Ranked by similarity
promptbridge
● MCP84% similar
no public price
Guide
● MCP80% similar
no public price
Codescout
● MCP79% similar
no public price
codebase-memory-mcp
● MCP79% similar
no public price
Calyx MCP
● MCP79% similar
no public price
Rune
● MCP79% similar
no public price
Project Brain
● MCP79% similar
no public price
Gus
● MCP78% similar
no public price
Context Optimizer
● MCP78% similar
no public price
Context Mode
● MCP78% similar
no Pro plan
entry $20/mo
RagPilot
● MCP78% similar
no public price
Remembrallmcp
● MCP78% similar
no public price
Shrimp Task Manager
● MCP78% similar
no public price
Metatron
● MCP78% similar
no public price
WO
World Model
● MCP78% similar
$29/mo Pro
-77% vs Pro median
Jev Flash Router
● MCP77% similar
no public price
TestHeal
● MCP77% similar
no public price
orbitkb
● MCP77% similar
no public price
Mk Family
● MCP77% similar
no public price
Context Sherpa
● MCP77% similar
no public price
Roam Code
● MCP77% similar
no Pro plan
entry $2500/mo
mysid
● MCP77% similar
no public price
Octocode
● MCP76% similar
$50/mo Pro
-60% vs Pro median
Insitu
● MCP76% similar
no public price
Lybrary
● MCP76% similar
no public price
deadends.dev
● MCP76% similar
no public price
Miyagi
● MCP76% similar
no public price
Ref
● MCP76% similar
$50/mo Pro
-60% vs Pro median
Opentester
● MCP76% similar
no public price
AAgents9Ranked by similarity
Acolyte
● AGENT78% similar
no public price
Benzi
● AGENT78% similar
no public price
Zyraxon Ai
● AGENT77% similar
no public price
Command Code
● AGENT77% similar
$100/mo Pro
Squadcoder
● AGENT76% similar
no public price
Huihui Qwen3 Coding Agent
● AGENT76% similar
no public price
Devo
● AGENT76% similar
no public price
Coding Agent
● AGENT76% similar
no public price
Clawcodex
● AGENT76% similar
no public price
FFrameworks5Ranked by similarity
Coding Agent Crew
● FRAMEWORK77% similar
no public price
Acs
● FRAMEWORK77% similar
no public price
Pact
● FRAMEWORK77% similar
no public price
Grandpa
● FRAMEWORK77% similar
no public price
Rosetta 2
● FRAMEWORK76% similar
no public price
PPlatforms1Ranked by similarity
Devplane
● PLATFORM76% 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.