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Market around Arbor

Graph-native code intelligence MCP server that replaces embedding-based RAG with deterministic program understanding. Provides blast radius analysis, architecture mapping, and symbol search for codebases through MCP protocol.

Visit getarbor.dev ↗Pricing page ↗
Pricing (2 buyer tiers · 3 plans)
As parsed from getarbor.dev/pricing on 2026-10-11.

Explore the market

Prices and medians update for the tier you select.

Compare at
arbor · Individual
$19/mo
Developer plan
Individual-MCP server median
$11.39
across 9 priced MCP servers
vs Individual MCP servers
67% above
above Individual MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Individual). Never across tiers.
Market density
86th pctile
45 competing vendors
Comparable listings · 30d
Flat
driven by Zambo AI Tools $1.49→$19
MCP servers · Individual median
$11.39/mo
9 priced · $10–$20 mid 50%
Price spectrum · Individual plans · 10 of 13 providers priced · log scale · $1.92 → $480/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = arbor ($19/mo)

Products in this market

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

MMCP servers45Ranked by similarity
Arborthis listing
● MCP
$19/mo Individual
+67% vs Individual median
HEIDES
● MCP83% similar
no public price
Sense
● MCP83% similar
no public price
Tanod
● MCP82% similar
no public price
Glia
● MCP82% similar
no public price
Girder
● MCP82% similar
no public price
Zambo AI Tools
● MCP82% similar
$19/mo Individual
+67% vs Individual median
MA
Malong LiuHe
● MCP81% similar
no public price
Arithym
● MCP81% similar
$20/mo Individual
+76% vs Individual median
Toolbox MCP
● MCP80% similar
no public price
Codetree
● MCP80% similar
no public price
Mcp Perplexity
● MCP80% similar
no public price
Minh Gkg
● MCP79% similar
no public price
Project Brain
● MCP79% similar
no public price
AP
apix420mcp1
● MCP79% similar
no public price
sem
● MCP79% similar
no public price
GA
GadgetHumans API Hub
● MCP78% similar
$1 one-time Individual
not monthly-comparable
code-executor-mcp
● MCP78% similar
no public price
Tinyfn
● MCP78% similar
$9/mo Individual
-21% vs Individual median
Joshua Wkl4 Bristlecone Logic
● MCP78% similar
no public price
Ctxo
● MCP78% similar
no public price
Reverselab
● MCP78% similar
no public price
Giljo HQ
● MCP78% similar
$10/mo Individual
-12% vs Individual median
Image MCP Server
● MCP78% similar
no public price
Hermes Plant
● MCP78% similar
$0.01 usage Individual
not monthly-comparable
HexWitness
● MCP78% similar
no public price
Surfaceable Mcp Seo
● MCP78% similar
$1.92/mo Individual
-83% vs Individual median
Codeindex
● MCP78% similar
no public price
Multidim MCP
● MCP78% similar
no public price
SaSame Research
● MCP78% similar
$9/mo Individual
-21% vs Individual median
coding-agents-mcp
● MCP78% similar
no public price
Agent Tool
● MCP78% similar
no public price
TH
Thousand
● MCP78% similar
$480/mo Individual
+4114% vs Individual median
Jevstation Jev
● MCP77% similar
no public price
Agent Security Scanner
● MCP77% similar
no public price
Neuromedia-Repowise
● MCP77% similar
no public price
CC Code MCP
● MCP77% similar
no public price
Lodd Analytics
● MCP77% similar
$9.99/mo Individual
-12% vs Individual median
Argus
● MCP77% similar
no public price
memlab
● MCP77% similar
no public price
Strategy Lab
● MCP77% similar
no public price
aptu-coder
● MCP77% similar
no public price
Mcp X402
● MCP77% similar
no public price
Mcp Debugger 2
● MCP77% similar
no public price
Hub
● MCP77% similar
no public price
AAgents1Ranked by similarity
Discomcp
● AGENT79% similar
no public price
FFrameworks2Ranked by similarity
Mcpify
● FRAMEWORK79% similar
no public price
GSH Framework
● FRAMEWORK77% similar
no public price
OOther1Ranked by similarity
Anthropiccom
● OTHER77% similar
no Individual plan
entry $20/mo
PPlatforms1Ranked by similarity
agentwares
● PLATFORM77% similar
$19/mo Individual

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.