Ryan Malloy
9924df34ec
This commit implements a complete analytics suite for PyPI packages with four major tools: 🔍 **Package Analytics** (`get_pypi_package_analytics`) - Comprehensive download analytics with trend analysis - Platform and Python version breakdown - Version adoption patterns and quality metrics - Geographic distribution and growth indicators 🔒 **Security Alerts** (`get_pypi_security_alerts`) - Integration with OSV (Open Source Vulnerabilities) database - Dependency vulnerability scanning - Security posture analysis and risk assessment - Severity filtering and remediation recommendations 📈 **Package Rankings** (`get_pypi_package_rankings`) - Search visibility and discoverability analysis - Competitor ranking comparison - SEO optimization suggestions - Keyword and metadata analysis 🏆 **Competition Analysis** (`analyze_pypi_competition`) - Market positioning and share analysis - Feature comparison with competitors - Adoption trends and growth patterns - Strategic recommendations for improvement **Key Features:** - 50+ helper functions for detailed analysis - Comprehensive error handling and validation - Async/await patterns for optimal performance - Integration with multiple data sources (PyPI, OSV, GitHub) - Configurable analysis depth and options - Production-ready code with extensive logging **Implementation Details:** - New module: `pypi_query_mcp/tools/analytics.py` (2000+ lines) - Updated exports in `tools/__init__.py` - Added 4 new MCP server endpoints in `server.py` - Comprehensive test suite with 80+ test cases - Full type hints and detailed docstrings 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com> |
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| .. | ||
| __init__.py | ||
| conftest.py | ||
| test_analytics.py | ||
| test_basic.py | ||
| test_config.py | ||
| test_dependency_resolver.py | ||
| test_download_stats.py | ||
| test_metadata.py | ||
| test_package_downloader.py | ||
| test_prompt_templates.py | ||
| test_publishing.py | ||
| test_search.py | ||
| test_version_sorting.py | ||