io.ausdata/aihw-mcp

aihw-mcp

Is the io.ausdata/aihw-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.

Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.

alive probed 2026-11-15 · unchanged since 2026-10-30

6tools

4.6ktokens in Claude Opus 5.5

2.3 %of Claude's 200k window

1.8×the median server

9.8 sto initialize

25 msto list tools

Run it: uvx aihw-mcp@0.4.24 (stdio, probed in a container with the network off)
Host: pypi.org
Reports itself as: aihw-mcp 3.4.11
Capabilities: experimental, extensions, logging, prompts, resources, tools
Instructions: none
Of a 1M window: 0.5 % of a 1M context window
Count: 4.6k tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 4.7k. The o200k_base estimate is 2.6k. Counted again when the tool definitions change. Method.
Repository: https://github.com/Bigred97/aihw-mcp
Website: https://ausdata.io
Registry: active, updated 2026-08-15 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.77×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
get_data	1 299	735	28 %
latest	1 117	632	24 %
top_n	1 110	628	24 %
search_datasets	516	292	11 %
describe_dataset	444	251	10 %

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

Servers that mention mortality or hospital.

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

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