Repo-to-Text MCP Server

Example Use Cases

• 1

  Convert large code repositories into LLM-optimized text formats with AI-powered filtering.

• 2

  Generate detailed implementation plans and tasks using Gemini 2.5 Pro integration.

• 3

  Seamless integration with IDEs like Cursor, Windsurf, and Claude Desktop for automated codebase updates.

Description

This MCP server transforms codebases into clean, optimized XML, Shotgun, or Markdown formats suitable for large language models, especially Gemini 2.5 Pro. It features AI-driven project analysis, intelligent filtering, token estimation, smart chunking, and automated implementation plan generation with direct integration for IDEs like Cursor, Windsurf, and Claude Desktop. The tool streamlines workflows by generating comprehensive implementation directives and applying LLM responses safely back to the codebase.