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Market around AI Tools for Developers

A deprecated Docker-based framework for building agentic AI workflows from Markdown prompts, containerized tools, and user-selected LLMs. Workflows can run in editors or terminals and expose prompts and tools as MCP servers.

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Explore the market

Prices and medians update for the tier you select.

Compare at
AI Tools for Developers · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
AI Tools for Developers doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
83rd pctile
819 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$50/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 6 of 7 providers priced · log scale · $29 → $99/mo
MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)AI Tools for Developers has no comparable Pro price — not plotted

Products in this market

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

OOther5Ranked by similarity
AI Tools for Developersthis listing
● OTHER
no public price
TechSkills-Lib
● OTHER76% similar
no public price
stickypane
● OTHER75% similar
no public price
Nika
● OTHER75% similar
no public price
MCP Servers
● OTHER75% similar
no public price
FFrameworks25Ranked by similarity
Docker Agent
● FRAMEWORK81% similar
no public price
Model Compose
● FRAMEWORK80% similar
no public price
Minicode
● FRAMEWORK79% similar
no public price
Forwardcodesolutions
● FRAMEWORK77% similar
no public price
Astron Agent
● FRAMEWORK77% similar
no public price
Nitrostack
● FRAMEWORK76% similar
$30/mo Pro
rai-sdk
● FRAMEWORK76% similar
no public price
docker-aicodebox
● FRAMEWORK76% similar
no public price
Deep Research
● FRAMEWORK76% similar
no public price
tkmd
● FRAMEWORK75% similar
no public price
Mcp Agent
● FRAMEWORK75% similar
no public price
Moto
● FRAMEWORK75% similar
no public price
Agent
● FRAMEWORK75% similar
no public price
Chloe
● FRAMEWORK75% similar
no public price
Loopy
● FRAMEWORK75% similar
no public price
Dippin
● FRAMEWORK75% similar
no public price
yobuild
● FRAMEWORK75% similar
no public price
Agenthatch
● FRAMEWORK74% similar
no public price
AutoGen
● FRAMEWORK74% similar
no public price
Claude Code Kit
● FRAMEWORK74% similar
no public price
Toolang
● FRAMEWORK74% similar
no public price
Factorly
● FRAMEWORK74% similar
no public price
Atm
● FRAMEWORK74% similar
no public price
goose
● FRAMEWORK74% similar
no public price
PromptLint
● FRAMEWORK74% similar
no public price
PPlatforms10Ranked by similarity
Agentos Ai
● PLATFORM78% similar
no public price
Fast Agent
● PLATFORM78% similar
no public price
Agentdesk
● PLATFORM77% similar
no public price
iFlow CLI
● PLATFORM76% similar
no public price
Llmops
● PLATFORM76% similar
no public price
Greta.sh
● PLATFORM74% similar
$50/mo Pro
0% vs Pro median
Developers Digest
● PLATFORM74% similar
$29/mo Pro
-42% vs Pro median
Jinba
● PLATFORM74% similar
no public price
Ainative Studio
● PLATFORM74% similar
$49/mo Pro
-2% vs Pro median
Heym 2
● PLATFORM74% similar
$99/mo Pro
+98% vs Pro median
MMCP servers10Ranked by similarity
AirOps
● MCP76% similar
no public price
Pare
● MCP76% similar
no public price
Knownbase
● MCP76% similar
no Pro plan
entry $3/mo
Clear Thought 1.5
● MCP75% similar
no public price
Ternlang
● MCP75% similar
$99/mo Pro
Docker MCP Gateway
● MCP75% similar
no public price
Sub Agents
● MCP75% similar
no public price
Agile Squad MCP
● MCP74% similar
no public price
Jetty
● MCP74% similar
no public price
coding-agents-mcp
● MCP74% 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.