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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
$5
across 3 priced agents
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
57th pctile
104 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$5/mo
3 priced · $3–$128 mid 50%
MCP servers · Pro median
$19/mo
1 priced · $19–$19 mid 50%

Agents cost 0.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 2 of 7 providers priced · log scale · $1 → $19/mo
Agents 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.

AAgents14Ranked by relevance
codeseethis listing
● AGENT · relevance 100%
no public price
benzi
● AGENT · relevance 75%
no public price
deep_code
● AGENT · relevance 72%
no public price
formax
● AGENT · relevance 72%
no public price
tabnine_ai
● AGENT · relevance 71%
no public price
Junie
● AGENT · relevance 71%
no public price
Cursor
● AGENT · relevance 71%
no Pro plan
entry $20/mo
osfit
● AGENT · relevance 71%
no public price
Clixad
● AGENT · relevance 71%
no public price
corbell
● AGENT · relevance 71%
no public price
Kilo Code
● AGENT · relevance 71%
no Pro plan
entry $15/mo
Kilo
● AGENT · relevance 71%
no Pro plan
entry $15/mo
seek
● AGENT · relevance 71%
no public price
CodeMate
● AGENT · relevance 70%
$1/mo Pro
-80% vs Pro median
OOther3Ranked by relevance
arch_vision
● OTHER · relevance 76%
no public price
openlore
● OTHER · relevance 73%
no public price
directed_memory_bank
● OTHER · relevance 73%
no public price
MMCP servers26Ranked by relevance
CICADA
● MCP · relevance 75%
no public price
mu_codebase_mcp
● MCP · relevance 74%
no public price
ContextStream
● MCP · relevance 74%
$19/mo Pro
indxr
● MCP · relevance 74%
no public price
octocode
● MCP · relevance 74%
no public price
context_engine
● MCP · relevance 74%
no public price
symgraph
● MCP · relevance 73%
no public price
axon_mcp_server
● MCP · relevance 73%
no public price
mcp_adr_analysis_server
● MCP · relevance 73%
no public price
ops_codegraph_tool
● MCP · relevance 73%
no public price
bifrost_mcp
● MCP · relevance 73%
no public price
enola
● MCP · relevance 72%
no public price
FlowCraft
● MCP · relevance 72%
no public price
fossil_mcp
● MCP · relevance 72%
no public price
ast_mcp_server
● MCP · relevance 72%
no public price
graph_memory
● MCP · relevance 72%
no public price
drift
● MCP · relevance 71%
no public price
EIP MCP Server
● MCP · relevance 71%
no public price
leankg
● MCP · relevance 71%
no public price
codescout
● MCP · relevance 71%
no public price
project_mapper
● MCP · relevance 71%
no public price
roam_code
● MCP · relevance 71%
no Pro plan
entry $99/mo
codemind
● MCP · relevance 71%
no public price
MCP Memories
● MCP · relevance 70%
no public price
domscribe
● MCP · relevance 70%
no public price
qartez
● MCP · relevance 70%
no public price
FFrameworks4Ranked by relevance
bitloops
● FRAMEWORK · relevance 74%
no public price
archon
● FRAMEWORK · relevance 71%
no public price
chunkhound
● FRAMEWORK · relevance 71%
no public price
zerolang
● FRAMEWORK · relevance 71%
no public price
AAPIs2Ranked by relevance
CodeDuet
● API · relevance 71%
no public price
semble_rs
● API · relevance 70%
no public price
PPlatforms1Ranked by relevance
windsurf_2
● PLATFORM · relevance 71%
no Pro plan
entry $20/mo

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.