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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 ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
arbor · Pro
No Pro plan
—
Pro-MCP server median
$29
across 8 priced MCP servers
vs Pro MCP servers
No comparison
arbor doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
86th pctile
45 competing vendors
Comparable listings · 30d
Flat
driven by Zambo AI Tools $1.49→$19
MCP servers · Pro median
$29/mo
8 priced · $10.46–$30.77 mid 50%
Price spectrum · Pro plans · 10 of 12 providers priced · log scale · $5 → $1980/mo
MCP servers Platforms Other◻ shaded = middle 50% · line = median (all types)arbor has no comparable Pro price — not plotted

Products in this market

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

MMCP servers45Ranked by similarity
Arborthis listing
● MCP
no public price
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
$29/mo Pro
0% vs Pro median
MA
Malong LiuHe
● MCP81% similar
no public price
Arithym
● MCP81% similar
$5/mo Pro
-83% vs Pro 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
$5/mo Pro
-83% vs Pro median
code-executor-mcp
● MCP78% similar
no public price
Tinyfn
● MCP78% similar
$30/mo Pro
+3% vs Pro 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
no Pro plan
entry $10/mo
Image MCP Server
● MCP78% similar
no public price
Hermes Plant
● MCP78% similar
$29/mo Pro
0% vs Pro median
HexWitness
● MCP78% similar
no public price
Surfaceable Mcp Seo
● MCP78% similar
$9.92/mo Pro
-66% vs Pro median
Codeindex
● MCP78% similar
no public price
Multidim MCP
● MCP78% similar
no public price
SaSame Research
● MCP78% similar
$29/mo Pro
0% vs Pro median
coding-agents-mcp
● MCP78% similar
no public price
Agent Tool
● MCP78% similar
no public price
TH
Thousand
● MCP78% similar
$1980/mo Pro
+6728% vs Pro median
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
no Pro plan
entry $11/mo
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
Pactlio Contracts
● 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
$20/mo Pro
PPlatforms1Ranked by similarity
agentwares
● PLATFORM77% similar
$29/mo Pro

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.