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Tier List

carmex/tier-list

94

Dominant

1 tool · Source: smithery · Scanned: May 9, 2026

Score breakdown

Findability

25/25

Can AI agents discover this tool? Measures naming quality, keyword overlap with queries, and registry presence.

Clarity

31/35

Can agents understand what this tool does? Measures description quality, action verbs, usage context ("Use this when..."), and return value documentation.

Precision

23/25

Is the interface precise? Measures input schema completeness, type definitions, required fields, enums, defaults, and parameter descriptions.

Efficiency

15/15

Is the tool token-efficient? Measures description length optimization, tool count, and naming conciseness.

Optimization status

All

This server is well-optimized for AI agent discovery. Consider adding enums, defaults, and usage examples for marginal gains.

Expected impact: +1-2 pts

Estimated selection rate

~85%

At 94/100, AI agents select tools like this approximately 85% of the time when choosing between competing alternatives. This server is in the top tier for agent discoverability.

Based on 500-round selection simulation (Pearson r = 0.828). Methodology →

Trust Verification

0Unverified
📋Spec Verified○ Not yet
94/100Spec Score
RequirementScore ≥ 85 on ToolRank Spec Quality analysis
MethodAutomated static analysis of tool definitions, descriptions, parameters, error handling
RenewalRe-verified on every scan (weekly)
🎯Selection Verified○ Not yet
—Win Rate
RequirementSelection win rate ≥ 70% in 100-round LLM tournament
MethodClaude Sonnet selects best tool for realistic tasks vs. competing servers
RenewalRe-tested monthly; expires if win rate drops below 60%
⚡Runtime Verified○ Not yet
—Status
RequirementTask success rate ≥ 90%, error rate < 5%, avg latency < 2s
MethodEnd-to-end execution tests in sandboxed environment
RenewalContinuously monitored; revoked on sustained failure
View full audit log → ![Trust](https://mcp.toolrank.dev/api/trust-badge/42104ee9-5173-4496-a0e2-594072da5f4b.svg)

Score history

94
Mar 28
94
Mar 28
94
Mar 29
94
Mar 29
94
Mar 29
94
Mar 30
94
Mar 31
94
Apr 1
94
Apr 2
94
Apr 3
94
Apr 4
94
Apr 5
94
Apr 6
94
Apr 7
94
Apr 8
94
Apr 9
94
Apr 11
94
Apr 12
94
Apr 13
94
Apr 14
94
Apr 15
94
Apr 16
94
Apr 17
94
Apr 18
94
Apr 21
94
Apr 22
94
Apr 23
94
Apr 24
94
Apr 25
94
Apr 26

Tracked daily. 30 data points.

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