Inspiration

Migrating existing codebases to new architectures is time-consuming and error-prone, particularly for enterprise-level systems with hundreds of components.

This made us think: What if developers could transition to a new framework with a single click? That led to miGrate - a code migration platform that automates the transformation from React to Next.js.

What it does

  • Converts React components to Next.js compatible components using AI
  • Allows users to fetch files from local paths or GitHub repos.
  • Lets users review and migrate selectively or batch process entire repos.
  • Packages and serves the converted codebase as a downloadable .zip.

How we built it

We built miGrate using:

  • Next.js (App Router) for the interactive frontend UI.
  • FastAPI to handle backend routes, repo cloning, and zip packaging.
  • Claude 3.7 Sonnet (via the Anthropics API) for intelligent code conversion.
  • MCP (Model Context Protocol) to power consistent model-to-data communication.

Challenges we ran into

We ran into several challenges while developing miGrate:

  • Ensuring Claude-generated code is extracted cleanly, especially from Markdown-formatted completions.
  • Handling deeply nested repos, different file formats, and real-world GitHub project inconsistencies
  • Managing temporary file storage and cleanup securely and efficiently.

Accomplishments that we're proud of

  • Built a working prototype that handles both single-file, multi-file migrations and entire GitHub repositories with ease.
  • Integrated a skip-typing animation that mimics live code generation for better UX.
  • Achieved stable full-repo migration

What we learned

  • How to integrate LLMs effectively with version-controlled code using MCP.
  • How to manage asynchronous background tasks in FastAPI for zipping and cleanup.

What's next for MCP Code Migration

  • Deploy on the cloud for public access.
  • Add file-level diffs to show before-and-after comparisons.
  • Support other migrations (e.g., Vue → React, class → hooks, etc.)

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