dev.starwell/world-data-statistics
Starwell: World Data & Statistics
Statistics from 28 agencies: FRED, Eurostat, ECB, World Bank, OECD. Cited values, computed answers.
alive probed 2026-10-05 · HTTP 200
11tools
3.4ktokens in Claude Opus 5.5
3.5ktokens in Claude Code
1.7 %of a 200k context window
2.0ko200k_base estimate
459 msto initialize
27 msto list tools
- Endpoint
- https://starwell.dev/api/starwell/mcp (streamable-http)
- Host
- starwell.dev
- Protocol
- 2025-11-25
- Reports itself as
- Starwell 1.0.0
- Capabilities
- tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/Adarsh4052/starwell-mcp
- Website
- https://starwell.dev
- Registry
- active, updated 2026-08-13 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| answer | 383 | 19 % |
| deep_analysis | 340 | 17 % |
| get_observations | 272 | 14 % |
| search_catalog | 271 | 13 % |
| create_monitor | 176 | 9 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 14:00 | alive | 459 ms | 11 | 3.4k | 2.0k |
| 2026-10-05 00:24 | alive | 146 ms | 11 | 1.9k | |
| 2026-10-04 10:00 | alive | 804 ms | 11 | 1.9k | |
| 2026-10-04 07:53 | alive | 1.1 s | 11 | 1.9k | |
| 2026-10-03 20:33 | alive | 1.3 s | 11 | 1.9k | |
| 2026-10-03 17:50 | alive | 572 ms | 11 | 1.9k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/dev.starwell/world-data-statistics)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.