io.github.ZUHcYa/ai-validation
ai-validation-mcp
Independent AI code validation: test bias, edge cases, coverage gaps.
alive probed 2026-10-15
3tools
571tokens in Claude Opus 5.5
601tokens in Claude Code
0.3 %of a 200k context window
307o200k_base estimate
348 msto initialize
4 msto list tools
- Run it
- npx -y ai-validation-mcp@0.1.2 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- ai-validation-mcp 0.1.0
- 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/ZUHcYa/ai-validation-mcp
- Registry
- active, updated 2026-03-22 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| coverage_gap_analysis | 109 | 36 % |
| validate_tests | 108 | 35 % |
| suggest_edge_cases | 90 | 29 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.ZUHcYa/ai-validation)
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.