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Market around Atomic Reps

An MCP server and CLI that prompts developers with short retrieval-practice questions about coding tasks completed in Claude Code, GitHub Copilot, Cursor, Codex, and other MCP clients.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Atomic Reps · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Atomic Reps doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
53rd pctile
6 competing vendors
Comparable listings · 30d
Flat
limited data · 1 priced comparable
Price spectrum · Pro plans · 3 of 5 providers priced · log scale · $14.99 → $199/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)Atomic Reps has no comparable Pro price — not plotted

Products in this market

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

MMCP servers23Ranked by similarity
Atomic Repsthis listing
● MCP
no public price
Qodo Agentic Toolbox
● MCP77% similar
no public price
Local RAG
● MCP76% similar
no public price
Codex-Compatible MCP
● MCP76% similar
no public price
Miyagi
● MCP75% similar
no public price
qwen-cli-mcp
● MCP74% similar
no public price
Uiverify
● MCP73% similar
$199/mo Pro
TokRepo MCP Server
● MCP72% similar
no public price
Giljo HQ
● MCP72% similar
no Pro plan
entry $10/mo
RT
RT-Prompt
● MCP72% similar
no public price
Prior
● MCP72% similar
no public price
loci
● MCP72% similar
no public price
MA
Malong LiuHe
● MCP71% similar
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP71% similar
no public price
Perplexity Web API MCP Server
● MCP71% similar
no public price
Roo Logger
● MCP71% similar
no public price
MCP Toolkit Server
● MCP71% similar
no public price
crt
● MCP71% similar
no public price
Memorix
● MCP71% similar
no public price
Argus
● MCP71% similar
no public price
Universal Jev
● MCP70% similar
no public price
AG
Agentwings Exa
● MCP70% similar
no public price
GetMyCert Questions
● MCP70% similar
$14.99/mo Pro
AAgents15Ranked by similarity
Keen Code
● AGENT75% similar
no public price
fx
● AGENT74% similar
no public price
Microcodex
● AGENT74% similar
no public price
Pikoclaw
● AGENT73% similar
no public price
Shelley
● AGENT72% similar
no public price
Dirge
● AGENT72% similar
no public price
MOLT
● AGENT71% similar
no public price
grok-cli
● AGENT71% similar
no public price
Baize
● AGENT71% similar
no public price
Standard Code
● AGENT71% similar
$49/mo Pro
Sofos Code
● AGENT70% similar
no public price
JojoAI
● AGENT70% similar
no public price
Openseek
● AGENT70% similar
no public price
Sonderr
● AGENT70% similar
no public price
tilde
● AGENT70% similar
no public price
OOther1Ranked by similarity
Maintainer Skills Lab
● OTHER72% similar
no public price
PPlatforms1Ranked by similarity
Skillsync
● PLATFORM71% similar
no public price
FFrameworks1Ranked by similarity
infinite-neo
● FRAMEWORK70% 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.