- Update all dependencies to latest versions (fastmcp, httpx, packaging, etc.)
- Downgrade click from yanked 8.2.2 to stable 8.1.7
- Fix code formatting and linting issues with ruff
- Most tests passing (2 test failures in dependency resolver need investigation)
- Implement parsing of development dependencies from extra markers
- Add comprehensive development keyword detection (20+ patterns)
- Enhance response format with dev dependency categorization
- Add development_optional_dependencies and provides_extra fields
- Test with pytest, setuptools, sphinx, wheel packages
- Add curated popular packages database with 100+ packages
- Implement GitHub API integration for real-time popularity metrics
- Create multi-tier fallback strategy (live API -> curated -> enhanced)
- Add period scaling and realistic download estimates
- Provide rich metadata with categories and descriptions
- Fix extra dependencies being filtered out by Python version checks
- Add proper handling for extra markers in dependency parsing
- Update parameter descriptions and documentation
- Add comprehensive examples and demo script
- Test with requests[socks], django[argon2,bcrypt], setuptools[test]
- Implement exponential backoff retry logic with jitter
- Add intelligent fallback mechanisms with realistic data estimates
- Enhance caching strategy with multi-tier validation (24hr + 7day TTL)
- Improve error handling and transparent user communication
- Add API health monitoring with consecutive failure tracking
- Fix version parameter being ignored - now properly fetches specified versions
- Enhance PyPIClient with version-specific URL construction
- Add version format validation with regex patterns
- Improve error handling for non-existent versions
- Test with Django 4.2.0, FastAPI 0.100.0, NumPy 1.20.0
- Add sort_versions_semantically function using packaging library
- Fix issue where pre-release versions appeared before stable (5.2rc1 vs 5.2.5)
- Handle edge cases: dev, post, invalid versions with graceful fallback
- Add comprehensive test suite covering all scenarios
- Maintain backward compatibility with existing functionality
- Fix blank line whitespace issues (W293) using ruff --unsafe-fixes
- Reformat code using ruff format for consistent styling
- Fix analyze_package_quality function to return list[Message] instead of string
- Add missing 'assessment' keyword to package analysis template
- Update tests to use real prompt functions instead of mocks for structure validation
- Fix import ordering in test files
- All 64 tests now pass with 47% code coverage
Signed-off-by: longhao <hal.long@outlook.com>
Environment Analysis Templates:
- analyze_environment_dependencies: Analyze current Python environment and dependencies
- check_outdated_packages: Check for outdated packages with update priorities
- generate_update_plan: Create comprehensive package update plans with strategies
Trending Analysis Templates:
- analyze_daily_trends: Analyze daily PyPI download trends and popular packages
- find_trending_packages: Discover trending packages over different time periods
- track_package_updates: Track recent package updates and releases
Key Features:
- Follow standard MCP workflow with {{parameter}} template variables
- Support environment analysis (uvx pip list integration ready)
- Enable trending package discovery and popularity analysis
- Provide structured update planning with different strategies
- Include comprehensive parameter validation and documentation
- Add usage examples and integration guides
All templates follow the established MCP prompt workflow:
1. User calls tool → MCP client sends request
2. Tool function executes → Collects necessary data and parameters
3. Call Prompt generator → Pass parameters to corresponding generator
4. Load template → Get template with {{parameter}} placeholders
5. Parameter replacement → Replace {{parameter_name}} with actual values
6. Return final prompt → As tool's response back to AI
Updated documentation and README with new template examples and usage patterns.
Signed-off-by: longhao <hal.long@outlook.com>
- Add comprehensive prompt templates for package analysis, dependency management, and migration planning
- Implement 8 prompt templates covering quality analysis, package comparison, alternatives suggestion, dependency conflicts, version upgrades, security audits, and migration planning
- Add detailed documentation in PROMPT_TEMPLATES.md with usage examples
- Include demo script and test coverage for prompt template functionality
- Update README.md to highlight new prompt template features
- Templates provide structured guidance for common PyPI package scenarios
Signed-off-by: longhao <hal.long@outlook.com>
- Remove unused imports in stats_client.py and download_stats.py
- Fix import sorting in test files
- Remove unnecessary f-strings in server.py and demo script
- Clean up whitespace and formatting issues
- Ensure all files pass ruff and isort checks
Signed-off-by: longhao <hal.long@outlook.com>
- Add PyPIStatsClient for pypistats.org API integration
- Implement get_package_download_stats for recent download statistics
- Implement get_package_download_trends for time series analysis
- Implement get_top_packages_by_downloads for popularity rankings
- Add comprehensive MCP tools for download statistics
- Include download trends analysis with growth indicators
- Add repository information and metadata integration
- Provide comprehensive test coverage
- Add demo script and usage examples
- Update README with new features and examples
Signed-off-by: longhao <hal.long@outlook.com>
- Fix whitespace in docstrings and blank lines
- Remove unused variables in tests
- Rename unused loop variables to follow conventions
- All ruff checks now pass
Signed-off-by: Hal <hal.long@outlook.com>
- Add DependencyParser for parsing and categorizing package dependencies
- Add DependencyResolver for recursive dependency tree analysis
- Add PackageDownloader for downloading packages with dependencies
- Add resolve_dependencies MCP tool for comprehensive dependency analysis
- Add download_package MCP tool for package collection
- Support Python version filtering and extra dependencies
- Include comprehensive test coverage for new functionality
- Add demonstration script for new features
- Update README with new capabilities and usage examples
Signed-off-by: Hal <hal.long@outlook.com>
- Add ServerSettings class with pydantic-settings for type-safe configuration
- Support multiple PyPI mirror sources with priority-based fallback mechanism
- Implement RepositoryConfig and RepositoryManager for multi-repository support
- Add environment variable support for all configuration options
- Include private repository authentication configuration
- Add advanced dependency analysis settings (max depth, concurrency, security)
- Provide secure credential management with sensitive data masking
- Update documentation and configuration examples
- Add comprehensive test suite with 23 test cases covering all features
- Include demo script showcasing multi-mirror configuration capabilities
Configuration features:
- Primary, additional, and fallback index URLs
- Automatic duplicate URL removal with priority preservation
- Runtime configuration reloading
- Integration with repository manager for seamless multi-source queries
Signed-off-by: longhao <hal.long@outlook.com>
- Add isort configuration to pyproject.toml with black profile
- Fix import formatting to be compatible with both ruff and isort
- All lint checks now pass (both ruff and isort)
- Tests continue to pass
- Fix FastMCP server interface to use correct mcp.run() instead of app.run(host, port)
- Remove unnecessary host and port parameters, use standard STDIO transport
- Fix all ruff lint issues including import sorting and blank lines
- Update ruff configuration to new lint configuration format
- Fix type annotation issues using Union syntax (int | None)
- Ensure uvx pypi-query-mcp-server works correctly
- All tests pass and lint checks pass
