llmfit
alexsjones/llmfit⭐ 0🔧 0 tools
C6.8SpiderScore (registry)
Decision
Recommended
Confidence
90%
llmfit is safe to use — high score (6.82/10), no critical issues.
Risk Flags (1)
- highsandbox.not_configured[TS-C009] No sandbox
How This Was Decided
- positivew=0.5Overall quality score = 6.82/10 (grade C)
- negativew=0.51 high-severity issue(s) detected
- positivew=0.3Tool description clarity score = 7.58/10
Source: SpiderRating automated security scanUpdated: 2026-03-22Protocol: v1.1
Description Quality
Composite: 7.6 / 10
3-Layer Breakdown
Description (38%)
7.6
Security (34%)
8.0
Metadata (28%)
4.4
Description Dimensions
Intent Clarity
6.0
Permission Scope
8.5
Side Effects
5.5
Capability Disclosure
9.0
Operational Boundaries
9.0
Category Ranking: AI & ML
#14 of 417 · Top 3%Overall#146.8 (avg 5.9)
Security8.0 (avg 7.5)
Description#217.6 (avg 5.8)
Metadata4.4 (avg 4.2)
Why #14 in AI & ML?
Top 3% of 417 toolsSecurity8.0avg 7.5
Description#217.6avg 5.8
Metadata4.4avg 4.2
How to reach #13? Need +0.0 overall to pass Self Improving Agent 1 0 0 (6.8).
Top action: Register MCP tools with name, description, and input schema (+2.3)
Security Analysis
8.0
Score
0
Critical
1
High
0
Medium
0
Low
HIGH
Metadata Health
Provenance (40%)
6.5
Maintenance (35%)
2.0
Popularity (25%)
4.3
Badge
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[](https://spiderrating.com/servers/alexsjones/llmfit)🛡️
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