v0.2.1

What's Changed

• docs: update README files to include quick access link to ModelScope MCP Plaza (d4264d7)
• docs: update README files to clarify access link to ModelScope MCP Plaza (80533ae)
• fix: improve error handling in image generation (b030689)
• refactor: enhance error handling in ModelScopeClient and context tools (2aa771e)
• refactor: update run_command to accept list of strings for commands (49e59f4)
• chore: update dependencies (a721392)
• fix: update default MCP server ID in demo and tests (fedeb8e)
• feat: add maximum polling attempts for async tasks (5c96dcc)
• refactor: add type hints to all functions (61e67d2)
• build(deps): bump actions/checkout from 4 to 5 (2a2b8d8)
• refactor: migrate from requests to httpx for improved async support and connection pooling (994ca56)
• chore: add dependency locking step in CI workflow and improve type hinting in tests (f155673)
• Merge pull request #3 from modelscope/dependabot/github_actions/actions/checkout-5 (52d57fb)
• chore: bump version to 0.2.1 (f4b66a0)

Full Changelog: v0.2.0...v0.2.1

v0.2.0

Release Date: August 11, 2025

ModelScope MCP Server v0.2.0 introduces a new server detail tool, async image generation, a default model update, and security hardening.

🚀 New Features

• get_mcp_server_detail tool to fetch MCP server details

🏗️ Improvements

• Image generation now uses asynchronous task polling for improved reliability and scalability
• Default text-to-image model updated to Qwen/Qwen-Image
• Security: fixed clear-text logging of sensitive information
• Docs: updated README, added PyPI downloads badge, refreshed Chinese translation

🔧 Development & Testing

• Lint fixes and internal cleanups
• Maintenance: merged PRs #1 and #2

Full Changelog: v0.1.5...v0.2.0

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For more details, see our README or 中文文档.

v0.1.5

Release Date: July 29, 2024

ModelScope MCP Server v0.1.5 brings new search capabilities, improved architecture, and enhanced developer experience.

🚀 New Features

• 🔍 Studio & Dataset Search: Added search_studios and search_datasets tools for discovering ModelScope resources
• 🌍 Environment Information: New environment info tool with metadata utilities for debugging
• 🔗 Enhanced Data Access: Added modelscope_url fields and configurable domains
• 📦 Developer Tools: Automated dependency update script and improved metadata utilities

🏗️ Improvements

• 🚄 Architecture: Unified ModelScope HTTP client for consistent API interactions
• 🏷️ Code Organization: Renamed user tools to context tools, reorganized test structure
• 🎭 Demo & Documentation: Updated demo script clarity, added Chinese README translation
• 🐳 Performance: Optimized Dockerfile for faster startup, improved CI caching

🔧 Development & Testing

• 🧪 Testing: Added integration tests, improved coverage reporting, refactored mocking
• 📦 Dependencies: Updated to latest versions, upgraded GitHub Actions
• ⚡ Build: Enhanced CI/CD pipeline with better caching and automation

Full Changelog: v0.1.4...v0.1.5

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For more details, see our README or 中文文档.

v0.1.4

Release Date: July 24, 2025

✨ New Features

• MCP Server Search: Added search_mcp_servers tool for discovering MCP servers
• Signal Handling: Added graceful shutdown in demo
• Version Display: CLI and demo now show version information
• Security Scanning: Integrated Gitleaks for secret detection

🔧 Improvements & Fixes

• Project Configuration: Refactored pyproject.toml and restored pre-commit dependencies
• Python Compatibility: Lowered requirement to >=3.10
• Version Management: Enhanced version bumping script with validation
• Multi-platform Support: Docker workflow now supports multiple platforms

🚀 Infrastructure & Development

• Automated Workflows:
  • Auto-create GitHub releases on version tags
  • PyPI publishing workflow
  • Docker image building and publishing to GHCR
  • Multi-Python version testing
• Code Quality: Added linting, CodeQL analysis, and Dependabot
• Developer Experience:
  • VSCode debugging and task configurations
  • GitHub issue templates
  • Comprehensive test coverage for new features

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Full Changelog: v0.1.3...v0.1.4

v0.1.3

Release Date: July 18, 2025

🚀 New Features

• Model Search Tool: Added a new search_models tool that allows searching for models with various filters including task type, author, and support for inference capabilities
• Image-to-Image Generation: Extended the AIGC capabilities to support image-to-image generation in addition to text-to-image generation

🔧 Improvements

• Simplified API Parameters: Streamlined the search_papers tool to use a single limit parameter instead of separate page_number and page_size parameters for better usability
• Enhanced Demo Output: Improved the demo script's output format to provide clearer and more informative results
• Better Documentation: Updated demo and server running instructions for improved developer experience
• Cleaner Parameter Definitions: Removed redundant descriptions for literal parameters to reduce API noise

🔄 Refactoring & Housekeeping

• Tool Renaming: Renamed image generation tool and its parameters for consistency
• Project Metadata Updates: Updated project metadata and links to reflect new ownership
• Code Cleanup: Removed unhelpful version bump scripts and streamlined the codebase

Full Changelog: v0.1.2...v0.1.3