Kaggle Mcp
arrismo/kaggle-mcpMIT⭐ 33🔧 2 tools
C6.0SpiderScore (registry)
MCP server for Kaggle
Decision
Consider
Confidence
90%
Kaggle Mcp is usable with minor concerns (5.99/10, 0 critical, 0 high).
Risk Flags (1)
- lowno_input_validation×2MCP tool handler accepts raw string input without validation
How This Was Decided
- positivew=0.5Overall quality score = 5.99/10 (grade C)
- negativew=0.3Tool description clarity score = 3.2/10
Source: SpiderRating automated security scanUpdated: 2026-03-13Protocol: v1.1
Description Quality
Composite: 3.2 / 10
3-Layer Breakdown
Description (38%)
3.2
Security (34%)
9.8
Metadata (28%)
5.2
Description Dimensions
Intent Clarity
4.0
Permission Scope
0.0
Side Effects
2.0
Capability Disclosure
7.0
Operational Boundaries
3.7
Security Analysis
9.8
Score
0
Critical
0
High
0
Medium
2
Low
LOW
src\server.py:30
LOW
src\server.py:63
Metadata Health
Provenance (40%)
9.0
Maintenance (35%)
1.0
Popularity (25%)
5.0
Badge
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