io.github.autosha-blip/pubdata-mcp
pubdata-mcp
Is the io.github.autosha-blip/pubdata-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Free live public data (weather, quakes, ISS) plus one spend-capped paid tool.
alive probed 2026-11-15 · unchanged since 2026-10-31
- Run it
- uvx pubdata-mcp@1.3.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- pubdata-mcp 1.3.0
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 822 tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 913. The o200k_base estimate is 443. Counted again when the tool definitions change. Method.
- Registry
- active, updated 2026-10-16 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.86×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| risk_brief | 174 | 94 | 21 % |
| earthquakes | 161 | 87 | 20 % |
| postcard | 128 | 69 | 16 % |
| weather | 122 | 66 | 15 % |
| spend_status | 100 | 54 | 12 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- io.github.augmnt/augments-mcp-server · crashed on start
- once io.github.aurumflux20/once-kernel · crashed on start
- Seal io.github.aurumflux20/seal · install failed
- Coador io.github.automaticqa/coador · needs args
- Qdrant MCP io.github.avaazquezz/mcp-qdrant · needs env
- io.github.avansaber/seo-monster · alive
- skimread io.github.avikchakraborty060-create/skimread · alive
- io.github.avinash111921/codeforces-mcp · alive
Servers that mention weather or capped.
- Dryos ai.dryos/dryos · alive
- ai.dynamicfeed/dynamic-feed · not found
- ai.smithery/BadRooBot-my_test_mcp · not found
- TravelMindsAI travel data ai.travelminds/concierge · no DNS
- HVAC Builder app.hvacbuilder/hvac-builder · needs auth
- ai.smithery/jenniferjiang0511-mit-ai-studio-hw3 · not found
- Travel Check app.openkrill/travel · alive
- ai.smithery/smithery-ai-national-weather-service · 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.