Vizro
mckinsey/vizroApache-2.0⭐ 3,625🔧 5 tools
C6.0SpiderScore (registry)
Vizro is a low-code toolkit for building high-quality data visualization apps.
Decision
Consider
Confidence
90%
Vizro is usable with minor concerns (5.96/10, 0 critical, 0 high).
Risk Flags (1)
- mediumssrf×7Potential SSRF -- unrestricted network requests with user-controlled URLs
How This Was Decided
- positivew=0.5Overall quality score = 5.96/10 (grade C)
- negativew=0.3Tool description clarity score = 2.5/10
Source: SpiderRating automated security scanUpdated: 2026-03-13Protocol: v1.1
Description Quality
Composite: 2.5 / 10
3-Layer Breakdown
Description (38%)
2.5
Security (34%)
7.0
Metadata (28%)
9.4
Description Dimensions
Intent Clarity
2.8
Permission Scope
2.0
Side Effects
2.0
Capability Disclosure
3.1
Operational Boundaries
2.7
Security Analysis
7.0
Score
0
Critical
0
High
7
Medium
0
Low
MEDIUM
tools\check_package_release.py:19
MEDIUM
tools\check_vizro_docs_links_in_mcp_prompts.py:23
MEDIUM
vizro-core\tools\download_static_files.py:37
MEDIUM
vizro-core\tools\download_static_files.py:46
MEDIUM
tools\pycafe\pycafe_utils.py:49
MEDIUM
tools\pycafe\pycafe_utils.py:112
MEDIUM
tools\pycafe\pycafe_utils.py:125
Metadata Health
Provenance (40%)
10.0
Maintenance (35%)
9.0
Popularity (25%)
9.2
Badge
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