Repo Prompt

Repo Prompt: Your AI Coding Swiss Army Knife

Repo Prompt is a macOS application designed to supercharge your AI-assisted coding workflow. It helps AI understand your code by providing tools for visual context engineering, code mapping, and integration with other AI tools via the MCP server.

What is Repo Prompt?

Repo Prompt is a context engineering tool that enables developers to build optimal prompts for solving problems with surgical precision. It builds prompts from your codebase, recent changes, and coding patterns to create comprehensive prompts that help AI truly understand your code.

How does Repo Prompt work?

Repo Prompt works by allowing developers to:

• Visually Engineer Context: Use an intuitive file tree interface to select the precise context needed for complex AI tasks.
• Utilize Clipboard & XML Workflow: Copy prompts or edit files via API chat.
• Create Code Maps: Intelligent code mapping reduces tokens and improves AI understanding of your codebase.
• Leverage AI Context Builder: Automatically identify the right files for your task.
• Integrate with MCP Server: Enables context syncing between AI tools, supercharging editors like Cursor.

Key Features

• Visual Context Engineering: Offers an intuitive file tree interface for engineering perfect context for large reasoning models. You can preview files instantly, search across your entire project, and assemble precisely the context needed for complex AI tasks with visual precision.
• Code Maps: Provides intelligent code mapping that reduces tokens and improves AI understanding of your codebase. By scanning the entire codebase, it extracts classes, functions, and references.
• MCP Server Integration: Transforms RepoPrompt into a sophisticated backend for external AI editors. It supports context syncing between AI tools and enhances editors like Cursor with Repo Prompt's intelligence.
• Multi-Model AI Chat: Allows you to chat with multiple AI models.
• Prompt Library: Save and organize prompts for efficient reuse across your projects.
• Apply Mode: Use ChatGPT or Claude outputs to instantly apply multi-file edits.

Who is Repo Prompt for?

Repo Prompt is ideal for:

• Developers already using AI tools like ChatGPT, Claude, or similar models.
• Developers who need precise control over the context provided to AI models.
• Teams working on complex codebases.
• Any developer seeking to improve the efficiency and effectiveness of their AI-assisted coding workflow.

Why Choose Repo Prompt?

• Faster Context Building: Quickly assemble the necessary context for AI tasks.
• Less Token Usage: Intelligent code mapping reduces the number of tokens required for prompts.
• Local & Private: Operate 100% locally and privately.

Persistent Context Sync

Maintain file selections and context across all AI tools. Start in Claude Desktop, seamlessly continue in Cursor - your context travels with you.

Agent-to-Agent Collaboration

Enable your AI assistant to consult with advanced reasoning models. Let Claude collaborate with o3, Grok 4, or Gemini 2.5 Pro to tackle complex problems through intelligent dialogue.

Direct File Operations

Create, edit, and manage files directly from any connected AI tool using MCP commands.

What are People Saying?

Developers are praising Repo Prompt for its ability to enhance AI-assisted coding:

• Igor Tarasenko: "wow, with mcp server, @RepoPrompt became THE context engineering tool."
• Ivor: "Alright @pvncher I’m impressed. Claude (D) + RepoPrompt MCP (paired with ctx7 MCP) is a real game changer."
• zale zuna: "@RepoPrompt was the best decision Ive made in a long time... Repo Prompt is a complete game changer for me!!"
• Adam Fish: "Don’t sleep on @RepoPrompt, best way to leverage AI tooling"

Repo Prompt Pricing

Repo Prompt offers a tiered pricing structure:

• Free Tier: Includes key features such as Mac-Native UX, Clipboard & Chat, Workspaces, Advanced Search & Filtering, Stored Prompts, Apply Mode, and Model Access.
• Monthly Subscription: $14.99/month, includes all updates during the subscription.
• Yearly Subscription: $149.00/year, includes all updates during the subscription.
• Buy-to-Own: $399, lifetime access, includes all future updates.

Roadmap

Future features include:

• Context Builder: Automatically pick relevant files and tidy prompts for efficient workflows.
• Presets: Quickly jump between sets of files for seamless context switching.
• LLM Refactor (XML Apply): Intelligently reorganize codebase structure using XML-based LLM edits.
• MCP Client Workflows: Support for MCP servers in clipboard and chat workflows for seamless context sharing.
• Parallel Feature Workflow Use tabs to seamlessly switch between selected files and prompts.

Repo Prompt enhances AI-assisted coding by enabling faster context building, less token usage. The platform also operates locally and privately.