Repo Prompt
Repo Prompt is a native macOS application that serves as a context engineering toolbox, designed to streamline code iteration with powerful AI models by enabling efficient file selection, prompt generation, and automated code modifications.
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Product Information
Updated:Jan 13, 2026
What is Repo Prompt
Repo Prompt is a sophisticated development tool built specifically for macOS that bridges the gap between local code repositories and AI language models. It functions as both a standalone application and an MCP (Model Context Protocol) server, allowing developers to efficiently manage their codebase while leveraging AI capabilities. The tool supports various AI models including Claude, GPT, and others, working with users' existing subscriptions or their own API keys while maintaining complete privacy and local operation.
Key Features of Repo Prompt
Repo Prompt is a native macOS context engineering toolbox that helps developers build precise AI prompts from their codebases. It enables users to select specific files and folders, automatically build relevant context, and manage AI-assisted code modifications through a visual interface. The tool integrates with various AI models and supports MCP (Model Context Protocol) server functionality for seamless context syncing across different AI tools.
Visual Context Builder: Provides a visual file tree interface to select and organize code files, with intelligent suggestions for relevant context and token usage tracking
MCP Server Integration: Functions as a Model Context Protocol server enabling persistent context syncing across different AI tools like Claude Desktop, Cursor, and other AI editors
Smart Apply Mode: Allows users to review and selectively apply AI-generated code modifications with diff review capabilities before writing to disk
Intelligent Model Delegation: Automatically assigns coding tasks to specific AI models based on commit complexity and file length for optimal performance and cost efficiency
Use Cases of Repo Prompt
Large-Scale Code Refactoring: Helps developers plan and execute complex code refactoring projects by providing comprehensive context and controlled modification processes
Code Analysis and Understanding: Assists developers in quickly understanding new codebases or analyzing open source projects by providing relevant context to AI models
AI-Assisted Development: Enables efficient collaboration between developers and AI models for feature development and bug fixing through precise context management
Pros
Powerful context management capabilities
Seamless integration with multiple AI models and tools
Local and private operation with existing AI subscriptions
Cons
Only available for macOS
Complex interface with steep learning curve
Requires Pro subscription for advanced features
How to Use Repo Prompt
Install Repo Prompt: Download and install Repo Prompt on your macOS device. It's a native Mac application.
Select Repository: Open Repo Prompt and choose either a local repository directory or enter a GitHub repository URL to analyze
Choose Files: Select the specific files or folders you want to include in your prompt. The app shows token counts for each file to help manage context size
Configure Context: Use the Context Builder feature to automatically find relevant files for your task, or manually select files using search and filtering options
Write Prompt: Enter your specific instructions or query in the prompt box. The app will format everything into XML tags for better AI comprehension
Select AI Model: Choose your preferred AI model (OpenAI, Anthropic Claude, Gemini, etc.) and connect using your own API key
Generate Response: Click 'PLAN' to send your prompt to the AI model. For best results, use the largest and most capable model available
Review Changes: If the AI suggests code changes, use the Apply Mode to review the proposed modifications before writing them to disk
Save and Export: Save your prompts for future use, or export them to share with team members. The app creates a formatted text file with your repository content
Optional: Use MCP Server: Enable the MCP server integration to use Repo Prompt as a backend for other AI editors and maintain context sync across different tools
Repo Prompt FAQs
Repo Prompt is a native macOS context engineering toolbox that helps developers build powerful AI prompts and interact with AI coding assistants. It's designed to optimize code-related AI interactions with features like context building, file management, and model integration.
Repo Prompt Video
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