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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 github.com ↗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
$34.5
across 12 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
92nd pctile
636 strong substitutes
Price momentum · 31d
+15.9%
MCP servers · Pro median
$34.5/mo
12 priced · $13.73–$83.5 mid 50%
Price spectrum · Pro plans · 11 of 18 providers priced · log scale · $5 → $1980/mo
MCP servers◻ 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 servers42Ranked by relevance
arborthis listing
● MCP · relevance 100%
no public price
project_mapper
● MCP · relevance 84%
no public price
sense
● MCP · relevance 83%
no public price
Zambo AI Tools
● MCP · relevance 82%
$49/mo Pro
+42% vs Pro median
Malong LiuHe
● MCP · relevance 81%
no public price
arithym
● MCP · relevance 81%
$5/mo Pro
-86% vs Pro median
Toolbox MCP
● MCP · relevance 80%
no public price
codetree
● MCP · relevance 80%
no public price
mcp_perplexity_server
● MCP · relevance 80%
no public price
minh_gkg
● MCP · relevance 79%
no public price
AP
apix420mcp1
● MCP · relevance 79%
no Pro plan
entry $10/mo
GA
GadgetHumans API Hub — 24 Free MCP Tools
● MCP · relevance 78%
$5/mo Pro
-86% vs Pro median
tinyfn
● MCP · relevance 78%
$30/mo Pro
-13% vs Pro median
ctxo
● MCP · relevance 78%
no public price
reverselab
● MCP · relevance 78%
no public price
hermes_plant
● MCP · relevance 78%
$29/mo Pro
-16% vs Pro median
HexWitness
● MCP · relevance 78%
no public price
surfaceable_mcp_seo
● MCP · relevance 78%
$9.92/mo Pro
-71% vs Pro median
codeindex
● MCP · relevance 78%
no public price
SaSame Research
● MCP · relevance 78%
no Pro plan
entry $11/mo
agent_tool
● MCP · relevance 78%
no public price
TH
thousand_api
● MCP · relevance 78%
$1980/mo Pro
+5639% vs Pro median
agent_security_scanner
● MCP · relevance 77%
no public price
CC Code MCP
● MCP · relevance 77%
no public price
lodd_analytics
● MCP · relevance 77%
no Pro plan
entry $12/mo
argus_mcp
● MCP · relevance 77%
no public price
mcp_x402
● MCP · relevance 77%
no Pro plan
entry $10/mo
mcp_debugger_2
● MCP · relevance 77%
no public price
hub
● MCP · relevance 77%
no public price
Pactlio Contracts
● MCP · relevance 77%
$15 one-time Pro
not monthly-comparable
ContrastAPI
● MCP · relevance 76%
$15/mo Pro
-57% vs Pro median
gortex
● MCP · relevance 76%
no public price
ClawGuard Shield
● MCP · relevance 76%
$99/mo Pro
+187% vs Pro median
evalgate_mcp
● MCP · relevance 76%
no public price
0mod_mcp_server
● MCP · relevance 76%
no public price
throughline
● MCP · relevance 76%
no public price
ai_netcafe
● MCP · relevance 76%
no public price
tools
● MCP · relevance 76%
$39/mo Pro
+13% vs Pro median
FU
fusional
● MCP · relevance 76%
$97/mo Pro
+181% vs Pro median
promptarch
● MCP · relevance 76%
$12 one-time Pro
not monthly-comparable
mu
● MCP · relevance 76%
no public price
agent_pm
● MCP · relevance 76%
no public price
AAgents2Ranked by relevance
discomcp
● AGENT · relevance 79%
no public price
Akto AI Agent Security Platform
● AGENT · relevance 76%
no public price
FFrameworks2Ranked by relevance
mcpify
● FRAMEWORK · relevance 79%
no public price
archon
● FRAMEWORK · relevance 76%
no public price
OOther3Ranked by relevance
Multidim MCP
● OTHER · relevance 78%
no public price
anthropiccom
● OTHER · relevance 77%
no public price
mcp_defender
● OTHER · relevance 77%
no Pro plan
entry $30/mo
PPlatforms1Ranked by relevance
toolmetry
● PLATFORM · relevance 76%
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.