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Brave Search

brave

93

Dominant

8 tools · Source: smithery · Scanned: May 11, 2026

Score breakdown

Findability

24/25

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

14/15

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
93/100Spec 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/32c4c38e-1e49-4b03-a9ad-278da8d016db.svg)

Score history

95
Mar 28
95
Mar 28
95
Mar 29
95
Mar 29
95
Mar 29
95
Mar 30
95
Mar 31
95
Apr 1
95
Apr 2
95
Apr 3
95
Apr 4
95
Apr 5
95
Apr 6
95
Apr 7
95
Apr 8
95
Apr 9
95
Apr 11
95
Apr 12
95
Apr 13
95
Apr 14
95
Apr 15
95
Apr 16
95
Apr 17
95
Apr 18
95
Apr 19
95
Apr 20
95
Apr 21
95
Apr 22
95
Apr 23
95
Apr 24

Tracked daily. 30 data points.

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