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Market around AVA

An open-source AI-native visual analytics framework that helps agents explore, query, analyze, and visualize data from files and databases with inspectable SQL and results.

Visit ava.antv.vision ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AVA · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
AVA doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
90th pctile
1119 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$29/mo
3 priced · —–— mid 50%
Platforms · Pro median
$29/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 6 of 8 providers priced · log scale · $5 → $300/mo
MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)AVA has no comparable Pro price — not plotted

Products in this market

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

FFrameworks6Ranked by similarity
AVAthis listing
● FRAMEWORK
no public price
ctxd
● FRAMEWORK75% similar
no public price
Chunkhound
● FRAMEWORK75% similar
no public price
Ai Data Analyst Agent
● FRAMEWORK75% similar
no public price
Totem
● FRAMEWORK75% similar
no public price
Open Agent Builder
● FRAMEWORK74% similar
no public price
MMCP servers36Ranked by similarity
Jdatamunch
● MCP80% similar
no public price
slim-sheet
● MCP80% similar
no public price
Zaturn
● MCP80% similar
no public price
AR
Armor
● MCP79% similar
no public price
Appsignal
● MCP78% similar
no public price
Oleander
● MCP78% similar
$300/mo Pro
+934% vs Pro median
Schemity
● MCP78% similar
no public price
db-semantic-mcp
● MCP78% similar
no public price
MSSQL MCP Tools
● MCP77% similar
no public price
SundaeDB
● MCP77% similar
no public price
Azquo
● MCP77% similar
no public price
Maproom
● MCP76% similar
no public price
AgeDB
● MCP76% similar
no public price
Local Coding Agent
● MCP76% similar
no public price
Kymo
● MCP76% similar
no public price
Mssql
● MCP76% similar
no public price
Understand This Video For Me AI Plugin
● MCP76% similar
no public price
qh
● MCP75% similar
no public price
SQL-mcp Server
● MCP75% similar
no public price
MSSQL MCP Toolkit
● MCP75% similar
no public price
Mcp Sqlserver
● MCP75% similar
no public price
Revula
● MCP75% similar
no public price
Kaggle
● MCP75% similar
no public price
Toolbelt
● MCP75% similar
$29/mo Pro
0% vs Pro median
TokenArchive
● MCP75% similar
no public price
mysid
● MCP75% similar
no public price
MSSQL MCP Server
● MCP75% similar
no public price
trace
● MCP75% similar
no public price
Tableski
● MCP75% similar
no public price
Nlqdb
● MCP75% similar
$25 usage Pro
not monthly-comparable
sqlglass
● MCP75% similar
no public price
data-agent-rules
● MCP75% similar
no public price
Roam Code
● MCP75% similar
no public price
Universal Db
● MCP74% similar
no public price
MSSQL MCP
● MCP74% similar
no public price
SqlScope
● MCP74% similar
no public price
PPlatforms4Ranked by similarity
ContextIQ
● PLATFORM78% similar
$5/mo Pro
-83% vs Pro median
OpenSearch
● PLATFORM77% similar
no public price
ZizkaDB
● PLATFORM75% similar
$29/mo Pro
0% vs Pro median
Logwick
● PLATFORM75% similar
$29/mo Pro
0% vs Pro median
AAgents2Ranked by similarity
Ada Im
● AGENT77% similar
no public price
Chartpixel
● AGENT75% similar
no Pro plan
entry $8/mo
AAPIs1Ranked by similarity
Agent Observability
● API76% similar
$50/mo Pro
OOther1Ranked by similarity
game-insights
● OTHER75% 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.