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Verify

sentinelsignal/verify

92

Dominant

4 tools · Source: smithery · Scanned: May 22, 2026

Score breakdown

Findability

25/25

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

Clarity

29/35

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

Selection Win Rate

50%

Measured via 100-round LLM selection tournament. Claude Sonnet was presented 4 competing tools per round and asked to select the best for a realistic task. This server won 50% of rounds it appeared in.

Layer 2: Real LLM selection data. Methodology →

Trust Verification

0Unverified
📋Spec Verified○ Not yet
92/100Spec 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
50%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/994e7cc5-4653-439a-b370-35f9df0f4d18.svg)

Score history

92
Mar 29
92
Mar 31
92
Apr 1
92
Apr 2
92
Apr 3
92
Apr 4
92
Apr 5
92
Apr 6
92
Apr 7
92
Apr 8
92
Apr 9
92
Apr 11
92
Apr 12
92
Apr 13
92
Apr 14
92
Apr 15
92
Apr 18
92
Apr 23
92
Apr 24
92
Apr 25
92
Apr 26
92
May 14
92
May 15
92
May 16
92
May 17
92
May 18
92
May 19
92
May 20
92
May 21
92
May 22

Tracked daily. 30 data points.

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