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Market around Codesee

Visualizes AI-generated code as semantic feature flow graphs. Auto-maintains project logic diagrams as AI writes code, enabling developers to understand what changed without reading every line.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
codesee · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
codesee doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
58th pctile
171 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 2 of 3 providers priced · log scale · $19 → $50/mo
MCP servers◻ shaded = middle 50% · line = median (all types)codesee has no comparable Pro price — not plotted

Products in this market

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

AAgents9Ranked by similarity
Codeseethis listing
● AGENT
no public price
Benzi
● AGENT75% similar
no public price
CosmosWiki
● AGENT75% similar
no public price
Benzi
● AGENT73% similar
no public price
Autoloom
● AGENT72% similar
no public price
Deep Code
● AGENT72% similar
no public price
Formax
● AGENT72% similar
no public price
Tabnine Ai
● AGENT71% similar
no public price
Junie
● AGENT71% similar
no public price
OOther6Ranked by similarity
Arch Vision
● OTHER76% similar
no public price
Openlore
● OTHER73% similar
no public price
cx
● OTHER73% similar
no public price
AxiomCode Graph
● OTHER73% similar
no public price
Directed Memory Bank
● OTHER73% similar
no public price
Project Health
● OTHER72% similar
no public price
MMCP servers33Ranked by similarity
MAW-KG
● MCP75% similar
no public price
BlastCode
● MCP75% similar
no public price
CI
CICADA
● MCP75% similar
no public price
CodeGraph MCP
● MCP74% similar
no public price
Mu Codebase
● MCP74% similar
no public price
ContextStream
● MCP74% similar
$19/mo Pro
Indxr
● MCP74% similar
no public price
Octocode
● MCP74% similar
$50/mo Pro
Context Engine
● MCP74% similar
no Pro plan
entry $5/mo
Diagram MCP
● MCP74% similar
no public price
Symgraph
● MCP73% similar
no public price
Axon
● MCP73% similar
no public price
Loctree
● MCP73% similar
no public price
Mcp Adr Analysis
● MCP73% similar
no public price
mysid
● MCP73% similar
no public price
trace
● MCP73% similar
no public price
Ops Codegraph Tool
● MCP73% similar
no public price
AtlasBrain
● MCP73% similar
no public price
Bifrost
● MCP73% similar
no public price
CookieGli
● MCP72% similar
no public price
Enola
● MCP72% similar
no public price
FlowCraft
● MCP72% similar
no public price
MCP Codebase Server
● MCP72% similar
no public price
Fossil
● MCP72% similar
no public price
CO
code-kb
● MCP72% similar
no public price
Ast
● MCP72% similar
no public price
Graph Memory
● MCP72% similar
no public price
Off the Mode
● MCP72% similar
no public price
Drift
● MCP71% similar
no public price
Mastermind
● MCP71% similar
no public price
EIP MCP Server
● MCP71% similar
no public price
OpenInvar
● MCP71% similar
no public price
Leankg
● MCP71% similar
no public price
FFrameworks2Ranked by similarity
Bitloops
● FRAMEWORK74% similar
no public price
Archon
● FRAMEWORK71% 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.