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>
82 lines
2.2 KiB
Python
82 lines
2.2 KiB
Python
"""MCP tools for PyPI package queries.
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This package contains the FastMCP tool implementations that provide
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the user-facing interface for PyPI package operations.
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"""
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from .compatibility_check import (
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check_python_compatibility,
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get_compatible_python_versions,
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suggest_python_version_for_packages,
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)
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from .dependency_resolver import resolve_package_dependencies
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from .download_stats import (
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get_package_download_stats,
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get_package_download_trends,
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get_top_packages_by_downloads,
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)
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from .package_downloader import download_package_with_dependencies
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from .package_query import (
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query_package_dependencies,
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query_package_info,
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query_package_versions,
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)
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from .metadata import (
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manage_package_keywords,
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manage_package_urls,
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set_package_visibility,
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update_package_metadata,
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)
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from .publishing import (
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check_pypi_credentials,
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delete_pypi_release,
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get_pypi_account_info,
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get_pypi_upload_history,
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manage_pypi_maintainers,
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upload_package_to_pypi,
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)
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from .search import (
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find_alternatives,
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get_trending_packages,
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search_by_category,
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search_packages,
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)
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from .analytics import (
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analyze_pypi_competition,
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get_pypi_package_analytics,
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get_pypi_package_rankings,
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get_pypi_security_alerts,
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)
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__all__ = [
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"query_package_info",
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"query_package_versions",
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"query_package_dependencies",
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"check_python_compatibility",
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"get_compatible_python_versions",
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"suggest_python_version_for_packages",
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"resolve_package_dependencies",
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"download_package_with_dependencies",
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"get_package_download_stats",
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"get_package_download_trends",
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"get_top_packages_by_downloads",
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"search_packages",
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"search_by_category",
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"find_alternatives",
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"get_trending_packages",
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"upload_package_to_pypi",
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"check_pypi_credentials",
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"get_pypi_upload_history",
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"delete_pypi_release",
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"manage_pypi_maintainers",
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"get_pypi_account_info",
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"update_package_metadata",
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"manage_package_urls",
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"set_package_visibility",
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"manage_package_keywords",
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"get_pypi_package_analytics",
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"get_pypi_security_alerts",
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"get_pypi_package_rankings",
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"analyze_pypi_competition",
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]
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