Qlik Sense MCP Server

# Changelog All notable changes to this project will be documented in this file. The format is based on Keep a Changelog, and this project adheres to Semantic Versioning. ## [1.3.4] - 2025-10-10 ### Added - Enhanced hypercube creation with explicit sorting options for dimensions and measures - Support for custom sorting expressions in dimensions - Option to create hypercubes without dimensions (measures-only) - Improved sorting defaults: dimensions sort by ASCII ascending, measures sort by numeric descending ### Changed - New configuration parameter `QLIK_HTTP_PORT` for metadata requests to `/api/v1/apps/{id}/data/metadata` endpoint - Dynamic X-Qlik-Xrfkey generation for enhanced security (16 random alphanumeric characters) - Utility function `generate_xrfkey()` for secure key generation ### Changed - Replaced all static "0123456789abcdef" XSRF keys with dynamic generation - Updated help output to use stderr instead of print to maintain MCP protocol compatibility - Enhanced logging system throughout the codebase - replaced print statements with proper logging ### Removed - Removed `size_bytes` parameter from `get_app_details` tool output (non-functional parameter) - Eliminated all print() statements in favor of logging for MCP server compliance ### Documentation - Updated README.md with new QLIK_HTTP_PORT configuration parameter - Updated .env.example and mcp.json.example with QLIK_HTTP_PORT settings - Enhanced configuration documentation with detailed parameter descriptions ## [1.3.2] - 2025-10-06 ### Fixed - Fixed published filter in get_apps function to properly handle filtering logic - Removed numeric_value field from user variables and switched to text_value for more accurate data representation ### Changed - Improved code readability by removing verbose output of user variable lists - Enhanced user variable handling with better filtering for script-created variables - Optimized variable data processing for improved performance and accuracy ## [1.3.1] - 2025-09-08 ### Fixed - Proxy API metadata request now respects `verify_ssl` configuration. Replaced conditional CA path logic with `self.config.verify_ssl` in `server.py` to ensure proper TLS verification behavior. ## [1.3.0] - 2025-09-08 ### Added - get_app_sheets: list sheets with titles and descriptions (Engine API) - get_app_sheet_objects: list objects on a specific sheet with id, type, description (Engine API) - get_app_object: retrieve specific object layout via GetObject + GetLayout (Engine API) ### Changed - Upgraded MCP dependency to `mcp>=1.1.0` - Improved logging configuration with LOG_LEVEL and structured stderr output - Tunable Engine WebSocket behavior via environment variables: `QLIK_WS_TIMEOUT`, `QLIK_WS_RETRIES` - Enhanced field statistics calculation and debug information in server responses - README updated to include new tools and examples; MCP configuration extended ### Fixed - More robust app open logic (`open_doc_safe`) and better error messages for Engine operations - Safer cleanup for temporary session objects during Engine operations ### Documentation - Updated `README.md` with API Reference for new tools and optional environment variables - Updated `mcp.json.example` autoApprove list to include new tools [1.3.4]: https://github.com/bintocher/qlik-sense-mcp/compare/v1.3.3...v1.3.4 [1.3.2]: https://github.com/bintocher/qlik-sense-mcp/compare/v1.3.1...v1.3.2 [1.3.1]: https://github.com/bintocher/qlik-sense-mcp/compare/v1.3.0...v1.3.1 [1.3.0]: https://github.com/bintocher/qlik-sense-mcp/compare/v1.2.0...v1.3.0