io.ausdata/aemo-mcp
aemo-mcp
Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop PV.
alive probed 2026-10-19
5tools
≈ 2.0ktokens, estimate
≈ 1.0 %of Claude's 200k window
1.4×the median server
9.3 sto initialize
57 msto list tools
- Run it
- uvx aemo-mcp==0.4.20 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- aemo-mcp 3.4.9
- Capabilities
- experimental, extensions, logging, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- ≈ 0.2 % of a 1M context window, estimate
- Claude count
- The count_tokens endpoint refused the tool schemas: invalid x-api-key. The estimate stands in.
- Repository
- https://github.com/Bigred97/aemo-mcp
- Website
- https://ausdata.io
- Registry
- active, updated 2026-08-14 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
Estimates with the o200k_base tokenizer.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| get_data | 727 | 37 % |
| latest | 443 | 23 % |
| search_datasets | 302 | 15 % |
| list_curated | 258 | 13 % |
| describe_dataset | 222 | 11 % |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
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
- The Anthropic count_tokens endpoint refused the tool schemas (invalid x-api-key). A client that validates schemas can refuse them too.