# Pull Request
## Description
<!-- Provide a clear and concise description of your changes -->
## Type of Change
<!-- Mark the relevant option with an "x" -->
- [ ] 🐛 Bug fix (non-breaking change which fixes an issue)
- [ ] ✨ New feature (non-breaking change which adds functionality)
- [ ] 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
- [ ] 📚 Documentation update
- [ ] 🧹 Code cleanup/refactoring
- [ ] ⚡ Performance improvement
- [ ] 🔒 Security fix
- [ ] 🧪 Test improvements
## Related Issues
<!-- Link to related issues using "Fixes #123" or "Closes #123" -->
- Fixes # (issue number)
## Changes Made
<!-- List the specific changes made in this PR -->
-
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## Testing
<!-- Describe the tests you ran and how to reproduce them -->
- [ ] All existing tests pass (`uv run pytest`)
- [ ] New tests added for new functionality
- [ ] Manual testing performed
- [ ] Integration testing with MCP clients
### Test Details
<!-- If applicable, describe your testing process -->
## Performance Impact
<!-- If applicable, describe any performance implications -->
- [ ] No performance impact
- [ ] Performance improvement (describe)
- [ ] Potential performance impact (describe and justify)
## Security Considerations
<!-- If applicable, describe security implications -->
- [ ] No security impact
- [ ] Security improvement
- [ ] Reviewed for credential exposure
- [ ] Input validation added/updated
## Documentation
<!-- Mark all that apply -->
- [ ] README updated (if needed)
- [ ] Code comments added/updated
- [ ] API documentation updated
- [ ] CHANGELOG.md updated
## Checklist
<!-- Ensure all items are completed before requesting review -->
- [ ] My code follows the project's style guidelines
- [ ] I have performed a self-review of my code
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] Any dependent changes have been merged and published
## Screenshots (if applicable)
<!-- Add screenshots to help explain your changes -->
## Additional Notes
<!-- Add any additional notes for reviewers -->
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**For Maintainers:**
- [ ] Code review completed
- [ ] Tests verified
- [ ] Documentation reviewed
- [ ] Security assessment (if applicable)
- [ ] Performance assessment (if applicable)
