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Sumanshu Arora

MCP_PLATFORM_REFACTORING_PLAN.mdβ€’25.8 kB
# MCP Platform Refactoring Plan: mcp-template β†’ mcp-platform ## Executive Summary This document outlines a comprehensive refactoring plan to migrate the existing `mcp-template` project to `mcp-platform`. This is not an in-place replacement but rather the creation of a new project that maintains the complete history while updating all naming conventions, URLs, package names, and tooling. **Current State:** - Project: `mcp-server-templates` - Repository: `Data-Everything/mcp-server-templates` - Python Package: `mcp-templates` (PyPI) - CLI Commands: `mcp-template`, `mcpt` - Python Module: `mcp_template` **Target State:** - Project: `mcp-platform` - Repository: `Data-Everything/mcp-platform` - Python Package: `mcp-platform` (PyPI) - CLI Commands: `mcp-platform`, `mcpp` - Python Module: `mcp_platform` --- ## 1. Repository and Infrastructure Changes ### 1.1 GitHub Repository Migration **Actions Required:** 1. **Create New Repository:** - Create `Data-Everything/mcp-platform` - Mirror all branches, tags, and history from `mcp-server-templates` - Set up branch protection rules matching current repository 2. **Repository Settings:** - Update repository description: "MCP Platform: Production-ready Model Context Protocol server deployment and management platform" - Update topics: `mcp`, `model-context-protocol`, `ai-platform`, `server-deployment`, `docker`, `kubernetes` - Configure repository settings (Issues, Discussions, Wiki, Security) 3. **GitHub Pages Configuration:** - Update GitHub Pages source to new repository - Configure custom domain (if applicable) - Update documentation deployment workflow ### 1.2 Branch and Release Strategy **Current Branches to Migrate:** - `main` (primary development) - Any feature branches - Release tags following pattern: `release-pypi-*` **New Release Pattern:** - Continue using: `release-pypi-X.Y.Z` format - Update version scheme in `pyproject.toml` --- ## 2. Python Package and Module Changes ### 2.1 PyPI Package Migration **Current Package:** `mcp-templates` **New Package:** `mcp-platform` **Actions Required:** 1. **PyPI Package Registration:** - Reserve `mcp-platform` package name on PyPI - Reserve `mcp_platform` alternative name - Test package upload to TestPyPI first 2. **Package Configuration Updates:** ```toml # pyproject.toml changes [project] name = "mcp-platform" description = "MCP Platform: Production-ready Model Context Protocol server deployment and management" [project.urls] Bug-Reports = "https://github.com/Data-Everything/mcp-platform/issues" Source = "https://github.com/Data-Everything/mcp-platform" Documentation = "https://data-everything.github.io/mcp-platform" Issue-Tracker = "https://github.com/Data-Everything/mcp-platform/issues" [project.scripts] mcp-platform = "mcp_platform:main" mcpp = "mcp_platform:main" ``` 3. **Package Deprecation Strategy:** - Publish final version of `mcp-templates` with deprecation notice - Include migration instructions in package description - Redirect users to new `mcp-platform` package ### 2.2 Python Module Refactoring **Directory Structure Changes:** ``` # Current mcp_template/ β”œβ”€β”€ __init__.py β”œβ”€β”€ __main__.py β”œβ”€β”€ cli/ β”œβ”€β”€ core/ β”œβ”€β”€ backends/ β”œβ”€β”€ client/ β”œβ”€β”€ template/ β”œβ”€β”€ tools/ └── utils/ # New mcp_platform/ β”œβ”€β”€ __init__.py β”œβ”€β”€ __main__.py β”œβ”€β”€ cli/ β”œβ”€β”€ core/ β”œβ”€β”€ backends/ β”œβ”€β”€ client/ β”œβ”€β”€ template/ β”œβ”€β”€ tools/ └── utils/ ``` **Import Statement Updates Required:** - Update all `from mcp_template` β†’ `from mcp_platform` - Update all internal imports across 200+ files - Update test imports in `tests/` directory - Update example code in documentation ### 2.3 CLI Command Updates **Current CLI Commands:** - Primary: `mcp-template` - Alias: `mcpt` **New CLI Commands:** - Primary: `mcp-platform` - Alias: `mcpp` **Files Requiring Updates:** - `pyproject.toml` - script entry points - All documentation mentioning CLI commands - README examples - Docker ENTRYPOINT - GitHub workflow files - Makefile targets --- ## 3. Documentation Updates ### 3.1 Core Documentation Files **Files Requiring Complete Updates:** 1. **README.md** - Update all command examples: `mcpt` β†’ `mcpp` - Update PyPI installation: `pip install mcp-platform` - Update repository URLs - Add migration notice section - Update badges and links 2. **docs/ Directory** (90+ files) - Update site configuration in `mkdocs.yml` - Update all CLI examples throughout documentation - Update installation instructions - Update API references - Update troubleshooting guides 3. **Individual Documentation Pages:** ```markdown # Key files requiring updates: - docs/index.md - docs/getting-started/installation.md - docs/getting-started/quickstart.md - docs/cli/*.md (15+ files) - docs/guides/*.md (10+ files) - docs/templates/*.md (20+ files) ``` ### 3.2 MkDocs Configuration **mkdocs.yml Updates Required:** ```yaml site_name: MCP Platform site_description: Deploy and manage MCP servers with production-ready platform site_url: https://data-everything.github.io/mcp-platform repo_name: Data-Everything/mcp-platform repo_url: https://github.com/Data-Everything/mcp-platform ``` ### 3.3 Migration Documentation **Create New Documentation Sections:** 1. **Migration Guide** (`docs/migration/from-mcp-templates.md`) - Step-by-step migration instructions - Command equivalency table - Configuration migration guide - Troubleshooting migration issues 2. **Legacy Support** (`docs/legacy/mcp-templates.md`) - Information about old package - Deprecation timeline - Support policy --- ## 4. Configuration and Template Updates ### 4.1 Template Configuration Files **Template Files Requiring Updates:** - `mcp_platform/template/templates/*/template.json` (5+ templates) - Docker image references in templates - Documentation within templates - Example configurations **Example Template Updates:** ```json { "docker_image": "dataeverything/mcp-demo", # Keep existing "description": "Demo server for MCP Platform", # Update references // Update any mcp-template references to mcp-platform } ``` ### 4.2 Docker and Container Updates **Dockerfile Changes:** ```dockerfile # Update labels LABEL tool="mcp-platform" LABEL tool-shorthand="mcpp" LABEL description="MCP Platform for rapid deployment and management of AI servers" # Update entrypoint ENTRYPOINT ["mcpp"] ``` **Docker Image Strategy:** - Keep existing Docker images (`dataeverything/mcp-*`) unchanged - Update base deployment image: `dataeverything/mcp-platform` - Update Docker Compose examples - Update Kubernetes manifests ### 4.3 Kubernetes and Helm Charts **Helm Chart Updates:** ```yaml # charts/mcp-server/Chart.yaml name: mcp-platform description: A Helm chart for deploying MCP Platform servers home: https://github.com/Data-Everything/mcp-platform sources: - https://github.com/Data-Everything/mcp-platform ``` **Kubernetes Manifest Updates:** - Update all example YAML files in `examples/kubernetes/` - Update image references where applicable - Update labels and annotations --- ## 5. CI/CD and Automation Updates ### 5.1 GitHub Workflows **Workflow Files to Update:** - `.github/workflows/unified-ci.yml` - `.github/workflows/docker-hub.yml` - `.github/workflows/docs.yml` **Key Changes Required:** ```yaml # Update environment variables env: PACKAGE_NAME: "mcp-platform" MODULE_NAME: "mcp_platform" # Update test commands python -c " from mcp_platform import TemplateDiscovery, DockerDeploymentService, DeploymentManager print('βœ… All imports successful') " # Update PyPI publishing - name: Publish to PyPI run: | python -m twine upload dist/* --repository pypi # Will now publish mcp-platform instead of mcp-templates ``` ### 5.2 Build and Release Automation **Scripts Requiring Updates:** - `scripts/check_pypi_version.py` - Update package name checks - `scripts/mcp_endpoint_manager.py` - Update documentation links - `Makefile` - Update all target references - `conftest.py` - Update test imports **Version Management:** - Continue using `setuptools_scm` with new tag pattern - Update version scheme to reflect new package - Maintain semantic versioning --- ## 6. Testing Strategy Updates ### 6.1 Test Suite Migration **Test Directory Updates:** ``` tests/ β”œβ”€β”€ test_unit/ β”‚ β”œβ”€β”€ test_cli/ # Update CLI command tests β”‚ β”œβ”€β”€ test_client/ # Update import statements β”‚ β”œβ”€β”€ test_core/ # Update module imports β”‚ └── test_template/ # Update template tests └── test_integration/ β”œβ”€β”€ test_backends/ # Update backend tests β”œβ”€β”€ test_cli/ # Update end-to-end CLI tests └── test_deployment/ # Update deployment tests ``` **Test Updates Required:** - Update all `import mcp_template` β†’ `import mcp_platform` - Update CLI command tests to use `mcpp` instead of `mcpt` - Update test fixtures and mock configurations - Update integration test expectations ### 6.2 Test Configuration **Files Requiring Updates:** - `pytest.ini` - Update test paths if needed - `conftest.py` - Update imports and fixtures - Test requirements in `requirements-dev.txt` **Mock and Fixture Updates:** - Update mock CLI command calls - Update test data files with new names - Update environment variable names in tests --- ## 7. Community and Ecosystem Updates ### 7.1 External References **Third-Party Integration Updates:** - MCP Registry listings (if any) - Community forums and discussions - Blog posts and tutorials - Integration examples in other projects ### 7.2 Community Communication **Communication Strategy:** 1. **Announcement Phase:** - GitHub Discussions announcement - Discord community notification - Documentation banner on old site - Social media announcements 2. **Transition Phase:** - Gradual migration of community resources - Support for both old and new package names - Clear migration timeline 3. **Completion Phase:** - Archive old repository with clear redirect - Deprecate old PyPI package - Update all external references --- ## 8. Legacy Support and Migration Path ### 8.1 Backward Compatibility Strategy **Package Compatibility:** 1. **Transition Period (3-6 months):** - Both `mcp-templates` and `mcp-platform` available - Old package shows deprecation warnings - Cross-compatibility where possible 2. **Deprecation Period (6-12 months):** - `mcp-templates` package marked as deprecated - Security updates only for old package - Migration tools provided 3. **End-of-Life:** - `mcp-templates` package no longer maintained - Clear documentation on migration path ### 8.2 Migration Tools **Automated Migration Utilities:** 1. **Configuration Migrator:** - Script to update existing config files - Command alias mapping tool - Environment variable migration guide 2. **Installation Migration:** ```bash # Old installation pip uninstall mcp-templates pip install mcp-platform # Update shell aliases alias mcpt="mcpp" # Temporary compatibility ``` --- ## 9. Risk Assessment and Mitigation ### 9.1 Technical Risks **High-Risk Areas:** 1. **Import Statement Updates:** - Risk: Breaking changes across large codebase - Mitigation: Comprehensive testing, staged rollout 2. **CLI Command Changes:** - Risk: User workflow disruption - Mitigation: Alias support, clear migration docs 3. **Docker Image Dependencies:** - Risk: Broken deployment configurations - Mitigation: Keep existing images, provide upgrade path ### 9.2 Community Impact **User Impact Assessment:** - **Current Users:** ~1000+ (estimated from PyPI downloads) - **Documentation Users:** GitHub Pages traffic - **Integration Users:** Projects depending on the package **Mitigation Strategies:** - Clear communication timeline - Extensive migration documentation - Community support during transition - Backward compatibility period --- ## 10. Implementation Timeline ### Phase 1: Preparation (Weeks 1-2) - [ ] Reserve new PyPI package name - [ ] Create new GitHub repository - [ ] Set up basic CI/CD for new repository - [ ] Prepare communication materials ### Phase 2: Core Migration (Weeks 3-4) - [ ] Update Python module structure - [ ] Update all import statements - [ ] Update CLI commands and entry points - [ ] Update core documentation ### Phase 3: Infrastructure Update (Weeks 5-6) - [ ] Update Docker configurations - [ ] Update Kubernetes/Helm charts - [ ] Update CI/CD workflows - [ ] Update test suites ### Phase 4: Documentation and Examples (Weeks 7-8) - [ ] Complete documentation migration - [ ] Update all examples and tutorials - [ ] Create migration guides - [ ] Update external references ### Phase 5: Release and Communication (Weeks 9-10) - [ ] Publish new package to PyPI - [ ] Deploy new documentation site - [ ] Announce migration to community - [ ] Begin deprecation of old package ### Phase 6: Support and Transition (Weeks 11-24) - [ ] Support both packages during transition - [ ] Monitor and assist user migration - [ ] Address migration issues - [ ] Plan end-of-life for old package --- ## 11. Success Metrics ### 11.1 Technical Metrics - [ ] All imports successfully updated (0 import errors) - [ ] 100% test suite passing - [ ] CI/CD pipelines green - [ ] Documentation site deployed successfully - [ ] PyPI package published and installable ### 11.2 Community Metrics - [ ] User migration rate (target: 80% within 6 months) - [ ] Issue volume related to migration (target: <10% of total issues) - [ ] Community feedback sentiment - [ ] Documentation site traffic transfer ### 11.3 Operational Metrics - [ ] Package download trends on PyPI - [ ] Docker image pull statistics - [ ] GitHub repository engagement - [ ] Support request volume --- ## 12. Resource Requirements ### 12.1 Human Resources - **Development Team:** 2-3 developers for 4-6 weeks - **DevOps/Infrastructure:** 1 engineer for CI/CD and deployment - **Documentation:** 1 technical writer for 2-3 weeks - **Community Management:** 1 community manager for communication ### 12.2 Infrastructure Resources - **GitHub Actions:** Increased usage for parallel CI/CD - **Storage:** Additional space for duplicated repositories during transition - **Monitoring:** Enhanced monitoring during migration period --- ## 13. Rollback Plan ### 13.1 Rollback Triggers - Critical bugs in new package affecting >50% of users - Significant decrease in adoption (<20% migration after 3 months) - Major security vulnerabilities discovered - Community backlash or resistance ### 13.2 Rollback Procedure 1. **Immediate Actions:** - Pause new package promotion - Continue support for old package - Communicate rollback decision 2. **Medium-term Actions:** - Address issues causing rollback - Plan revised migration strategy - Extended support for old package --- ## 14. Post-Migration Maintenance ### 14.1 Ongoing Support - **Old Package Maintenance:** Security updates only for 12 months - **Migration Support:** Dedicated support for migration issues - **Documentation Maintenance:** Keep migration docs updated ### 14.2 Future Considerations - **Package Namespace:** Reserve related package names - **Trademark/Legal:** Consider trademark registration for "MCP Platform" - **Community Building:** Focus on building community around new brand --- ## 15. Detailed File-by-File Change List ### 15.1 Python Source Files (mcp_template/ β†’ mcp_platform/) **Critical Python Files:** ``` mcp_template/__init__.py β†’ mcp_platform/__init__.py mcp_template/__main__.py β†’ mcp_platform/__main__.py mcp_template/cli/cli.py β†’ mcp_platform/cli/cli.py mcp_template/client/client.py β†’ mcp_platform/client/client.py mcp_template/core/*.py β†’ mcp_platform/core/*.py (15+ files) mcp_template/backends/*.py β†’ mcp_platform/backends/*.py (10+ files) mcp_template/template/utils/*.py β†’ mcp_platform/template/utils/*.py (5+ files) mcp_template/tools/*.py β†’ mcp_platform/tools/*.py (8+ files) ``` **Import Statement Pattern:** ```python # Every Python file needs these changes: # OLD: from mcp_template.core import DeploymentManager # NEW: from mcp_platform.core import DeploymentManager # OLD: import mcp_template.backends.docker # NEW: import mcp_platform.backends.docker ``` ### 15.2 Configuration Files **Root Configuration Files:** - `pyproject.toml` - Package name, entry points, URLs - `setup.py` (if exists) - Package configuration - `MANIFEST.in` - Package inclusion rules - `requirements.txt` - No changes needed - `requirements-dev.txt` - No changes needed **Docker and Container Files:** - `Dockerfile` - Labels, entrypoint, description - `docker-compose.yml` (examples) - Service names, commands - `.dockerignore` - No changes needed **CI/CD Configuration:** - `.github/workflows/*.yml` - Environment variables, commands - `.github/pull_request_template.md` - Repository references - `Makefile` - Target names, commands - `pytest.ini` - Module paths (if any) ### 15.3 Documentation Files **Markdown Files (90+ files):** ``` README.md - Complete rewrite of examples docs/index.md - Site title, descriptions docs/getting-started/*.md - Installation commands docs/cli/*.md - CLI command examples docs/guides/*.md - Usage examples docs/templates/*.md - Template references docs/faq.md - Command examples ``` **Configuration Files:** ``` mkdocs.yml - Site metadata, URLs docs/stylesheets/extra.css - No changes needed ``` ### 15.4 Test Files **Test Python Files (200+ test files):** ``` tests/test_unit/**/*.py - All import statements tests/test_integration/**/*.py - All import statements tests/conftest.py - Fixture imports tests/mcp_test_utils.py - Helper imports ``` **Test CLI Commands:** ```python # Every test using CLI needs updates: # OLD: runner.invoke(app, ["mcpt", "deploy", "demo"]) # NEW: runner.invoke(app, ["mcpp", "deploy", "demo"]) ``` ### 15.5 Example and Template Files **Example Configuration:** ``` examples/config/*.json - No changes needed (unless referencing commands) examples/docker-compose/*.yml - Service names, commands examples/kubernetes/*.yaml - Labels, image references ``` **Template Files:** ``` mcp_platform/template/templates/*/template.json - Description fields mcp_platform/template/templates/*/docs/*.md - Documentation references mcp_platform/template/templates/*/server.py - No changes needed ``` --- ## 16. Quality Assurance Plan ### 16.1 Testing Strategy **Automated Testing:** - [ ] Unit test suite: 100% pass rate - [ ] Integration test suite: 100% pass rate - [ ] CLI functionality tests: All commands working - [ ] Docker container tests: All images building and running - [ ] Documentation build tests: All docs generating correctly **Manual Testing:** - [ ] End-to-end user workflows - [ ] Installation from PyPI - [ ] CLI command functionality - [ ] Template deployment testing - [ ] Documentation navigation and accuracy ### 16.2 Review Process **Code Review Requirements:** - [ ] All Python file changes reviewed by 2+ developers - [ ] Documentation changes reviewed by technical writer - [ ] CI/CD changes reviewed by DevOps engineer - [ ] Package configuration reviewed by maintainer **Testing Review:** - [ ] Test coverage maintained or improved - [ ] Performance regression testing - [ ] Security review of package changes - [ ] Accessibility review of documentation --- ## 17. Communication and Change Management ### 17.1 Stakeholder Communication **Internal Team:** - Development team: Technical implementation details - DevOps team: Infrastructure and deployment changes - Product team: Timeline and user impact - Support team: Migration support procedures **External Community:** - Current users: Migration timeline and instructions - Contributors: Development workflow changes - Documentation users: New site and content location - Integration partners: API and package changes ### 17.2 Communication Channels **Announcement Strategy:** 1. **GitHub Discussions:** Detailed technical announcement 2. **Discord Community:** Interactive Q&A and support 3. **Documentation Banner:** Visible notice on current docs 4. **PyPI Package Description:** Deprecation notice and migration link 5. **Social Media:** Broad community announcement **Support Channels:** - GitHub Issues: Technical problems and bugs - Discord: Real-time community support - Documentation: Self-service migration guides - Email: Direct support for complex migrations --- ## 18. Appendices ### Appendix A: Complete File Inventory **Python Module Files (120+ files):** ``` mcp_template/ β”œβ”€β”€ __init__.py (imports, exports) β”œβ”€β”€ __main__.py (entry point) β”œβ”€β”€ cli/ β”‚ β”œβ”€β”€ __init__.py β”‚ β”œβ”€β”€ cli.py (main CLI application) β”‚ └── interactive_cli.py (interactive commands) β”œβ”€β”€ core/ β”‚ β”œβ”€β”€ __init__.py β”‚ β”œβ”€β”€ deployment_manager.py (deployment logic) β”‚ β”œβ”€β”€ config_processor.py (configuration handling) β”‚ β”œβ”€β”€ template_manager.py (template operations) β”‚ β”œβ”€β”€ tool_manager.py (tool discovery) β”‚ └── response_formatter.py (output formatting) β”œβ”€β”€ backends/ β”‚ β”œβ”€β”€ __init__.py β”‚ β”œβ”€β”€ base.py (backend abstraction) β”‚ β”œβ”€β”€ docker.py (Docker backend) β”‚ β”œβ”€β”€ kubernetes.py (Kubernetes backend) β”‚ └── mock.py (testing backend) β”œβ”€β”€ client/ β”‚ β”œβ”€β”€ __init__.py β”‚ └── client.py (MCP client implementation) β”œβ”€β”€ template/ β”‚ β”œβ”€β”€ __init__.py β”‚ β”œβ”€β”€ templates/ β”‚ β”‚ β”œβ”€β”€ demo/ (demo template) β”‚ β”‚ β”œβ”€β”€ github/ (GitHub integration) β”‚ β”‚ β”œβ”€β”€ gitlab/ (GitLab integration) β”‚ β”‚ └── filesystem/ (file operations) β”‚ └── utils/ β”‚ β”œβ”€β”€ __init__.py β”‚ β”œβ”€β”€ discovery.py (template discovery) β”‚ └── creation.py (template creation) β”œβ”€β”€ tools/ β”‚ β”œβ”€β”€ __init__.py β”‚ β”œβ”€β”€ base_probe.py (base tool discovery) β”‚ β”œβ”€β”€ docker_probe.py (Docker tool discovery) β”‚ └── kubernetes_probe.py (K8s tool discovery) └── utils/ β”œβ”€β”€ __init__.py └── common.py (shared utilities) ``` ### Appendix B: Regular Expression Patterns for Updates **For automated search and replace:** ```bash # Python imports find . -name "*.py" -exec sed -i 's/from mcp_template/from mcp_platform/g' {} \; find . -name "*.py" -exec sed -i 's/import mcp_template/import mcp_platform/g' {} \; # CLI commands in documentation find . -name "*.md" -exec sed -i 's/mcpt /mcpp /g' {} \; find . -name "*.md" -exec sed -i 's/mcp-template/mcp-platform/g' {} \; # Repository URLs find . -name "*.md" -exec sed -i 's/Data-Everything\/mcp-server-templates/Data-Everything\/mcp-platform/g' {} \; find . -name "*.yml" -exec sed -i 's/Data-Everything\/mcp-server-templates/Data-Everything\/mcp-platform/g' {} \; # PyPI package references find . -name "*.md" -exec sed -i 's/mcp-templates/mcp-platform/g' {} \; ``` ### Appendix C: Migration Timeline Gantt Chart ``` Week 1-2: Preparation Phase β”œβ”€β”€ Day 1-3: Repository setup β”œβ”€β”€ Day 4-7: PyPI package reservation β”œβ”€β”€ Day 8-10: Communication planning └── Day 11-14: Development environment setup Week 3-4: Core Migration Phase β”œβ”€β”€ Day 15-17: Python module renaming β”œβ”€β”€ Day 18-21: Import statement updates β”œβ”€β”€ Day 22-24: CLI command updates └── Day 25-28: Core functionality testing Week 5-6: Infrastructure Phase β”œβ”€β”€ Day 29-31: Docker configuration updates β”œβ”€β”€ Day 32-35: CI/CD pipeline updates β”œβ”€β”€ Day 36-38: Kubernetes/Helm updates └── Day 39-42: Infrastructure testing Week 7-8: Documentation Phase β”œβ”€β”€ Day 43-45: Core documentation migration β”œβ”€β”€ Day 46-49: Example and tutorial updates β”œβ”€β”€ Day 50-52: Migration guide creation └── Day 53-56: Documentation review and testing Week 9-10: Release Phase β”œβ”€β”€ Day 57-59: Final testing and validation β”œβ”€β”€ Day 60-63: PyPI package publishing β”œβ”€β”€ Day 64-66: Documentation site deployment └── Day 67-70: Community announcement Week 11-24: Support Phase β”œβ”€β”€ Ongoing: User migration support β”œβ”€β”€ Ongoing: Issue resolution β”œβ”€β”€ Month 3: Migration progress review └── Month 6: Deprecation planning ``` --- ## Conclusion This comprehensive refactoring plan provides a roadmap for successfully migrating from `mcp-template` to `mcp-platform` while maintaining all project history, minimizing user disruption, and ensuring a smooth transition for the entire ecosystem. The plan addresses every aspect of the migration including code changes, infrastructure updates, community communication, testing strategies, and long-term maintenance considerations. With proper execution, this migration will position the project for continued growth and adoption under its new identity as the MCP Platform. **Next Steps:** 1. Review and approve this migration plan 2. Assemble migration team and allocate resources 3. Begin Phase 1 preparation activities 4. Establish communication channels and timelines 5. Execute migration according to planned timeline **Success Dependencies:** - Dedicated team commitment for 10-week timeline - Thorough testing at each phase - Clear community communication - Robust rollback planning - Post-migration support commitment This migration represents a significant investment in the project's future and should establish MCP Platform as the definitive solution for Model Context Protocol server deployment and management.

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