io.github.mansurjisan/winds-mcp
NWS Surface Wind Observations MCP Server
Is the NWS Surface Wind Observations MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.
NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs
alive probed 2026-11-14 · unchanged since 2026-10-30
- Run it
- uvx winds-mcp@0.1.2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- winds_mcp 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 0.4 % of a 1M context window
- Count
- 3.5k tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 3.6k. The o200k_base estimate is 2.1k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/mansurjisan/ocean-mcp
- Registry
- active, updated 2026-07-28 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.70×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| winds_get_history | 660 | 388 | 19 % |
| winds_get_daily_summary | 594 | 349 | 17 % |
| winds_get_observations | 505 | 297 | 14 % |
| winds_list_stations | 413 | 243 | 12 % |
| winds_get_latest_observation | 379 | 223 | 11 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- SCHISM Model Setup MCP Server io.github.mansurjisan/schism-mcp · needs mcp<2
- NOAA STOFS MCP Server io.github.mansurjisan/stofs-mcp · needs mcp<2
- USGS Water Services MCP Server io.github.mansurjisan/usgs-mcp · needs mcp<2
- VDatum MCP Server io.github.mansurjisan/vdatum-mcp · alive
- NOAA WW3 MCP Server io.github.mansurjisan/ww3-mcp · needs mcp<2
- Manticore Search io.github.manticoresoftware/mcp-manticore · alive
- io.github.manumarri-sudo/quill · crashed on start
- Uruguay: datos públicos io.github.manusabbath-arch/mcp-uruguay · alive
Servers that mention winds.
- ai.windsock/windsock · not MCP
- Windsor.ai MCP ai.windsor/windsor-mcp · needs auth
- app.anakior/atlas-mind · needs your URL
- com.b2bware/mcp-server · needs auth
- Future AGI com.futureagi/futureagi · needs auth
- Quallaa com.quallaa/quallaa · needs auth
- Agent Channel io.github.amkentech/agent-channel · needs auth
- io.github.ayda212/simceptor · needs auth
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 server answers initialize and tools/list. Nothing to fix.