Nerf Watch
mcp remote · streamable-http · v1.0.0 · source: crawl
https://tokenusage.dev/mcp/nerfwatch
https://github.com/stdcmms-lang/tokenusage-codex-mcp
Daily Nerf Watch scores for Claude and GPT models on one private, code-graded suite. Read-only.
Works
100
Verified Oct 31, 2026 · p50 236 ms · p95 304 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'dev.tokenusage/nerfwatch' |
| tools_listed | 15 | pass | 2 tools |
| schema_complete | 15 | pass | 2 of 2 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 236 ms |
| latency_p95 | 5 | pass | p95 304 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (2)
| Name | Description | Schema |
|---|---|---|
get_nerfwatch_scores | Latest public Nerf Watch scores, previous runs, changes and baselines for at most 100 models, ordered by provider, name and model id. No arguments. Histories are available through get_nerfwatch_histor | typed |
get_nerfwatch_history | Retained public Nerf Watch score history for one model, oldest first, including each point's suite version. The required model id is available from get_nerfwatch_scores. Missing days are missing, not | typed |
Badge
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[](https://app.agent-xm.com/a/dev-tokenusage-nerfwatch)
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