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.

915 stars117 forksSwiftGuide quality 8/10Updated 9/6/2026100% 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.

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.

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

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/repoprompt-ce && curl -fsSL https://workflowstacks.com/api/skills/repoprompt-ce/claude-skill -o ~/.claude/skills/repoprompt-ce/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

60.7M

source size

Apache-2.0

license

Key files

AGENTS.md

Install RepoPrompt CE Local Production.command

Launch RepoPrompt CE.command

README.md

File tree

.agents/

.github/

AppBundle/

AppResources/

docs/

Packages/

Scripts/

Sources/

Tests/

ThirdPartyLicenses/

Vendor/

.gitattributes

.gitignore

.ignore

.repo_ignore

.swiftformat

.swiftlint.yml

AGENTS.md

CLAUDE.md

conductor

CONTRIBUTING.md

Install RepoPrompt CE Local Production.command

Launch RepoPrompt CE.command

LICENSE

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/repoprompt-ce && curl -fsSL https://workflowstacks.com/api/skills/repoprompt-ce/claude-skill -o ~/.claude/skills/repoprompt-ce/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

repoprompt

Language

Swift