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Sidearm

sidearmdrm/sidearm

92

Dominant

19 tools · Source: smithery · Scanned: May 11, 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

22/25

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

100%

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 100% of rounds it appeared in.

Layer 2: Real LLM selection data. Methodology →

Trust Verification

1Spec Verified
📋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✓ Verified
100%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%
VerifiedMar 31, 2026
⚡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/d91c247a-2746-473b-b5a4-82f98b06a2bc.svg)

Score history

92
Mar 28
92
Mar 28
92
Mar 29
92
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92
Mar 29
92
Mar 30
92
Mar 31
92
Apr 1
92
Apr 2
92
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92
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92
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92
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92
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92
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92
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92
Apr 11
92
Apr 12
92
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92
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92
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92
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92
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92
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92
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92
Apr 20
92
Apr 21
92
Apr 22
92
Apr 26
92
Apr 30

Tracked daily. 30 data points.

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