mcp-server

RepoPrompt CE: AI coding agents

Name: RepoPrompt CE: AI coding agents
Author: repoprompt

Get a native macOS context engineering app for AI coding agents. For founders and developers.

778 stars100 forksSwiftQuality 8/10Updated 7/9/2026100% free · open source

What it does

RepoPrompt-ce is a native macOS context engineering app that enables AI coding agents to assist with coding tasks, providing a command-line interface for founders and developers to leverage AI-powered coding capabilities.

Install / run

Clone the repository from GitHub using the command `git clone https://github.com/repoprompt/repoprompt-ce.git`

When to use it

•When you need to automate repetitive coding tasks and want to use a native macOS app.
•When you're looking for a community-driven, open-source alternative to commercial AI coding tools.
•When you want to integrate AI-powered coding assistance into your existing development workflow on macOS.

Quick start

1Open the `RepoPrompt-ce` project in Xcode and build the application using the `Product > Build` menu or the command `xcodebuild -configuration Release`
2Launch the `RepoPrompt-ce` app and access the MCP CLI using the command `./RepoPrompt-ce --mcp`
3Configure the `mcp.config` file to set up your AI coding agent and specify the programming languages and tasks you want to support
4Use the `mcp` command to interact with the AI coding agent, such as `mcp generate function --language Swift --task implement_sorting_algorithm`
5Review the generated code and integrate it into your project using the `mcp integrate` command

Ready-to-paste prompt

Run the command `./RepoPrompt-ce --mcp generate class --language Swift --task implement_data_encryption` to generate a Swift class that implements data encryption using the AI coding agent

Heads up: Make sure you have the latest version of Xcode installed and that your system meets the minimum requirements for running the `RepoPrompt-ce` app, as specified in the GitHub README.

Saves to your device