mcpcost

io.github.GeoEDGE-git/geoedge-mcp

GeoEDGE MCP

Is the GeoEDGE MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.

Geospatial analysis: vector and raster GIS operations, cartographic maps, spatial data access

alive probed 2026-11-14 · unchanged since 2026-10-31

124tools
51ktokens in Claude Opus 5.5
25.4 %of Claude's 200k window
20×the median server
6.8 sto initialize
30 msto list tools
Run it
uvx geoedge-mcp@1.0.9 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
GeoEDGE-MCP 3.4.11
Capabilities
experimental, extensions, logging, prompts, resources, tools
Instructions
4 700 characters
Of a 1M window
5.1 % of a 1M context window
Count
51k tokens in Claude Opus 5.5, exact, measured 2026-10-31. With the Claude Code prefix mcp__…__ on each tool name: 52k. The o200k_base estimate is 29k. Counted again when the tool definitions change. Method.
Website
https://mcp.geoedge.com.au
Registry
active, updated 2026-09-14 · registry entry
Changes
2 recorded, reachable in 1 of them. A row is added when the result, the tool count or the cost changes.

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.72×.

Tool≈ Claude tokenso200k estimateShare of this server
create_web_map1 8801 0924 %
import_data1 7511 0173 %
check_vector_topology1 6679683 %
visualize_data1 4628493 %
fetch_dataset1 2417212 %

Compare this server with others.

More servers

Other registry entries on pypi.org, the ones next to this name; all of them.

Servers that mention cartographic or geospatial.

History

We add a row when the result changes. A server with no change keeps its last row.

ProbedResultInitToolsClaudeo200k
2026-10-31 07:35alive6.8 s12451k29k
2026-10-17 06:21install failed

Badge for the README

mcpcost: alive

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Atom feed

A mail when this server changes

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.

For the publisher