io.github.Savirinc/unfragile
unfragile
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
alive probed 2026-10-15
10tools
3.1ktokens in Claude Opus 5.5
3.2ktokens in Claude Code
1.5 %of a 200k context window
1.7ko200k_base estimate
242 msto initialize
9 msto list tools
- Run it
- npx -y @unfragile/mcp-server@0.3.2 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- unfragile 0.3.0
- Capabilities
- tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/Savirinc/Unfragile.ai
- Registry
- active, updated 2026-05-09 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| resolve_capability | 258 | 15 % |
| subscribe | 229 | 13 % |
| find_stack | 217 | 12 % |
| search | 209 | 12 % |
| feedback | 168 | 10 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.Savirinc/unfragile)
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.