HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
Most developer tooling work still happens through a UI a human drives. Ionis MCP server moves it into the conversation instead. HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
IONIS (Ionospheric Neural Inference System) is an open-source machine learning system for predicting HF (shortwave) radio propagation. The datasets — curated from the world's largest amateur radio telemetry networks — are distributed as SQLite files on SourceForge.
The server publishes 13 tools. What each one is for:
list_datasets — Show available datasets with row counts and file sizesquery_signatures — Flexible signature lookup — filter by source, band, grid, hour, monthband_openings — Hour-by-hour propagation profile for a path on a specific bandpath_analysis — Complete path analysis across all bands, hours, months, and sourcessolar_correlation — SFI effect on propagation — grouped by solar flux bracketgrid_info — Maidenhead grid decode with solar elevation computationcompare_sources — Cross-dataset comparison (WSPR vs RBN vs Contest vs PSKR)dark_hour_analysis — Classify paths by solar geometry — both-day, cross-terminator, both-darksolar_history — Historical solar indices for any date rangeband_summary — Band overview — hour distribution, top grid pairs, distance rangecurrent_conditions — Live propagation forecast — SFI, Kp, solar wind, band outlook, POTA/SOTA tipsget_version_info — Service version + upstream dataset version (fleet identity attestation)Configuration is passed through the environment: IONIS_DATA_DIR. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
The server ships on PyPI as ionis-mcp, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Ionis's toolset — list_datasets, query_signatures, band_openings and 10 more — is a fair guide to whether it matches your workflow. It is maintained by IONIS-AI; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
| Tool | What it does |
|---|---|
| list_datasets | Show available datasets with row counts and file sizes |
| query_signatures | Flexible signature lookup — filter by source, band, grid, hour, month |
| band_openings | Hour-by-hour propagation profile for a path on a specific band |
| path_analysis | Complete path analysis across all bands, hours, months, and sources |
| solar_correlation | SFI effect on propagation — grouped by solar flux bracket |
| grid_info | Maidenhead grid decode with solar elevation computation |
| compare_sources | Cross-dataset comparison (WSPR vs RBN vs Contest vs PSKR) |
| dark_hour_analysis | Classify paths by solar geometry — both-day, cross-terminator, both-dark |
| solar_history | Historical solar indices for any date range |
| band_summary | Band overview — hour distribution, top grid pairs, distance range |
| current_conditions | Live propagation forecast — SFI, Kp, solar wind, band outlook, POTA/SOTA tips |
| get_version_info | Service version + upstream dataset version (fleet identity attestation) |
| Cursor | The Cursor tool exposed by this server. |
{
"mcpServers": {
"ionis": {
"command": "ionis-mcp"
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| IONIS_DATA_DIR | Filesystem location the server is allowed to use. | Optional |
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