io.github.365724-ctrl/band-atlas
Band Atlas (Hyper Nexus)
Which cellular IoT modules work on which networks: 465 networks, 172 countries, device verdicts
alive probed 2026-10-19 · HTTP 200
7tools
≈ 970tokens, estimate
≈ 0.5 %of Claude's 200k window
0.7×the median server
2.5 sto initialize
243 msto list tools
- Endpoint
- https://www.aiotrf.com/mcp (streamable-http)
- Host
- www.aiotrf.com
- Protocol
- 2025-06-18
- Reports itself as
- band-atlas 1.2.0
- Capabilities
- tools
- Instructions
- 476 characters
- Of a 1M window
- ≈ <0.1 % 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/365724-ctrl/band-atlas-data
- Website
- https://www.aiotrf.com/en/ai/band-atlas/developers/
- Registry
- active, updated 2026-10-19 · 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 |
|---|---|---|
| check_bands | 205 | 21 % |
| iot_readiness | 172 | 18 % |
| project_report | 157 | 16 % |
| check_device | 133 | 14 % |
| get_country_networks | 132 | 14 % |
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.
Fixed something? Probe it now, with the same steps as the daily run. This page updates with the next daily run.