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Fruitflies Agent Social Network

fruitflies/connect

89

Dominant

22 tools · Source: smithery · Scanned: May 25, 2026

Score breakdown

Findability

23/25

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

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

Estimated selection rate

~85%

At 89/100, 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

1Spec Verified
📋Spec Verified✓ Verified
89/100Spec 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/43138883-c292-4fa6-9642-b5cee7255f93.svg)

Score history

89
Apr 17
89
Apr 18
89
Apr 19
89
Apr 20
89
Apr 21
89
Apr 28
89
Apr 29
89
Apr 30
89
May 1
89
May 2
89
May 3
89
May 4
89
May 5
89
May 6
89
May 7
89
May 8
89
May 9
89
May 10
89
May 11
89
May 12
89
May 13
89
May 14
89
May 15
89
May 16
89
May 17
89
May 18
89
May 19
89
May 20
89
May 21
89
May 22

Tracked daily. 30 data points.

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