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75
/100
B ◉ Complete 55

PyPI Package MCP Server

Enables AI assistants to fetch, explore, and analyze source code from any Python package on PyPI, including listing files, reading specific code, and searching packages across all published versions.

Browser & Web by Qvakk Last commit: 4 months, 4 weeks ago
Web Fetch
MCP Surface Tools: 4
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
72
25% weight
Protocol Compliance
82
20% weight
Reliability
20% weight
Docs & Maintenance
39
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
92
15% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Static Analysis

Metric Score Rating
Schema Completeness 60 Fair
Description Quality 90 Good
Documentation Coverage 40 Fair
Maintenance Pulse 25 Poor
Dependency Health 30 Poor
License Clarity 100 Good
Version Hygiene Poor
Analyzed 1 month ago

Protocol Compliance

4
Tools Found
1ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (9)
search_pypi_packages.query: missing description
search_pypi_packages.limit: missing description
get_package_info.package_name: missing description
get_package_info.version: missing description
list_package_files.package_name: missing description
list_package_files.version: missing description
get_package_code.package_name: missing description
get_package_code.version: missing description
get_package_code.file_path: missing description
Probed 1 month ago
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