modelscope-hub connects your code to the ModelScope ecosystem - models, datasets, Studio spaces, skills, and MCP servers - through a single HubApi class or the ms CLI. Features: * Unified repo interface — one set of methods for models, datasets, studios, skills, and MCP servers * OpenAPI-first - built on the ModelScope OpenAPI surface with transparent legacy fallback * Production-grade downloads - HTTP Range resume, parallel range download for large files, per-file retry with backoff, SHA256 integrity checks, file lock for multiprocess safety, offline mode, progress callbacks, and intra-cloud acceleration * Full lifecycle CLI - download, upload, deploy, manage secrets, inspect cache - all from the terminal * Deep ecosystem integration - seamless access to 100K+ models and datasets on ModelScope Hub; works with the modelscope training framework, Studio deployment platform, and MCP server infrastructure