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Market around Ambit

Open-source tool that reads configurations from Claude Code, Cursor, OpenCode, and other agent runtimes, mapping available capabilities, missing setup steps, dependencies, and failing components in a local graph.

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Explore the market

Prices and medians update for the tier you select.

Compare at
Ambit · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Ambit doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
46th pctile
73 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $5 → $199/mo
Agents Platforms Other◻ shaded = middle 50% · line = median (all types)Ambit has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Ambit'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
Ambitthis listing
● OTHER
no public price
Kalytera
● OTHER71% similar
no Pro plan
entry $49/mo
Pollymetric
● OTHER70% similar
no public price
Reprospan
● OTHER70% similar
no public price
Crafting Express Edition
● OTHER70% similar
no public price
AgentChecksum
● OTHER70% similar
no public price
AAgents5Ranked by similarity
failstep
● AGENT78% similar
no public price
Agentlint
● AGENT73% similar
no public price
SkyPortal Agent
● AGENT72% similar
no public price
Uneven Agent
● AGENT72% similar
$9.9/mo Pro
Alibi
● AGENT70% similar
no public price
FFrameworks5Ranked by similarity
Failproof Ai
● FRAMEWORK76% similar
no Pro plan
entry $99/mo
Daemon8
● FRAMEWORK75% similar
no public price
Agentrx Systematic Debugging F
● FRAMEWORK73% similar
no public price
Forcefield
● FRAMEWORK71% similar
no public price
rig
● FRAMEWORK70% similar
no public price
MMCP servers8Ranked by similarity
Pingo
● MCP74% similar
no public price
Ops Codegraph Tool
● MCP74% similar
no public price
DevPilot
● MCP72% similar
no public price
arthas-mcp
● MCP71% similar
no public price
Athena
● MCP71% similar
no public price
Debug
● MCP71% similar
no public price
UseAgents
● MCP70% similar
no public price
Diagram Loom
● MCP70% similar
no public price
PPlatforms6Ranked by similarity
Crewly
● PLATFORM72% similar
no public price
Vibeplane
● PLATFORM71% similar
no public price
Monte Carlo Agent Observabilit
● PLATFORM71% similar
no public price
Kayba
● PLATFORM71% similar
no public price
ContextIQ
● PLATFORM70% similar
$5/mo Pro
Termi Protocol
● PLATFORM70% 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.