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Market around Columbus

A governed GIS workbench and MCP server that lets AI assistants read, analyze, map, and optionally edit organizational geospatial data under local rules, approvals, validation checks, and audit logging.

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Explore the market

Prices and medians update for the tier you select.

Compare at
Columbus · Pro
No Pro plan
—
Pro-MCP server median
$49.5
across 4 priced MCP servers
vs Pro MCP servers
No comparison
Columbus doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
34th pctile
15 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
MCP servers · Pro median
$49.5/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 6 of 9 providers priced · log scale · $20 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Columbus has no comparable Pro price — not plotted

Products in this market

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

MMCP servers33Ranked by similarity
Columbusthis listing
● MCP
no public price
GeoSource MCP
● MCP82% similar
no public price
mapsql-mcp
● MCP80% similar
no public price
QGIS MCP
● MCP78% similar
no public price
spatial-mcp
● MCP78% similar
no public price
QgisRemoteMCP
● MCP78% similar
no public price
OSM MCP
● MCP77% similar
no public price
MapMap
● MCP76% similar
no Pro plan
entry $65/mo
Geospatial MCP
● MCP75% similar
no public price
ArcGIS MCP
● MCP75% similar
no public price
Data To Ai
● MCP75% similar
$99/mo Pro
+100% vs Pro median
GIS Agent Bridges
● MCP74% similar
no public price
Web Data Forms
● MCP74% similar
$69.99/mo Pro
+41% vs Pro median
geo-figure-mcp
● MCP73% similar
no public price
Atrbpn Land Parcel
● MCP73% similar
no public price
GeoNode MCP
● MCP73% similar
no public price
Setoku
● MCP72% similar
no public price
GRASS MCP
● MCP72% similar
no public price
Mcp 1c
● MCP72% similar
no public price
ToolBridge MCP
● MCP72% similar
no public price
SKU.io
● MCP72% similar
no public price
Footstep
● MCP71% similar
no public price
OmniScope MCP Suite
● MCP71% similar
no public price
Gdal
● MCP71% similar
no public price
AtlasFetch MCP
● MCP71% similar
$29/mo Pro
-41% vs Pro median
Kyomi
● MCP71% similar
no Pro plan
entry $5/mo
Mapbox MCP Server
● MCP71% similar
no public price
PinSharing
● MCP71% similar
no Pro plan
entry $19/mo
latlng
● MCP71% similar
$29/mo Pro
-41% vs Pro median
Algenta SDK
● MCP70% similar
no public price
ArcGIS Online MCP
● MCP70% similar
no public price
Google Maps MCP
● MCP70% similar
no public price
Country Generator MCP server
● MCP70% similar
no public price
OOther2Ranked by similarity
GeoMCP
● OTHER78% similar
no public price
EDK-1
● OTHER76% similar
no public price
PPlatforms2Ranked by similarity
Dezfil
● PLATFORM75% similar
no public price
Atlas
● PLATFORM71% 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.