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## Description Brief description of the changes in this PR. ## Type of Change - [ ] 🐛 Bug fix (non-breaking change that fixes an issue) - [ ] ✨ New feature (non-breaking change that adds functionality) - [ ] 💥 Breaking change (fix or feature that would cause existing functionality to change) - [ ] 📚 Documentation update - [ ] 🔧 Configuration change - [ ] ♻️ Refactoring (no functional changes) ## Related Issues Fixes #(issue number) ## Changes Made - Change 1 - Change 2 - Change 3 ## Testing ### How to Test 1. Step 1 2. Step 2 3. Step 3 ### Test Results ```powershell # Validation output python scripts\validate_mcp_config.py --test-generation --strict ``` ## Checklist ### Code Quality - [ ] My code follows the project's coding standards - [ ] I have added/updated comments for complex logic - [ ] I have made corresponding changes to the documentation ### Testing - [ ] I have run `python scripts\validate_mcp_config.py --strict` - [ ] I have tested in single-repo mode - [ ] I have tested in multi-repo mode (if applicable) - [ ] My changes don't break existing functionality ### Documentation - [ ] I have updated the README (if applicable) - [ ] I have updated relevant docs/ files (if applicable) - [ ] I have added entries to CHANGELOG.md ## Screenshots (if applicable) ## Additional Notes Any additional information reviewers should know.

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