🦅 wpipe-mcp

Transform your AI Agents into expert WPipe Architects.

wpipe-mcp is a professional Model Context Protocol (MCP) server that bridges the gap between AI Agents (Claude, Gemini, OpenCode) and the wisrovi SUITE. It empowers agents to search, design, and deploy high-performance pipelines following strict industry-standard patterns.

✨ Key Features

• 🔍 Expert Catalog Search: Query over 100+ production-ready steps from Official and Community registries.
• 🏗️ Strict Architecture Enforcement: Guides AI to output clean code using mandatory dto/, states/, and main.py folder structures.
• 📘 Architect's Manual: Built-in expertise for Monolith-to-Pipeline refactoring, performance tracking, and resilient state management.
• 💻 Unified CLI: Manage your MCP service with simple commands: run, start, stop, and config.
• 🛡️ Privacy First: 100% local execution via stdio or SSE.

🚀 Quick Start

1. Installation

Clone the repository and run the automated installer, or install via pip:

pip install -e .

2. Integration

Get your agent-specific configuration block and installation commands by running:

wpipe-mcp config

The CLI will dynamically detect your Python environment and provide exact copy-paste commands for Gemini CLI (e.g. gemini mcp add ...) and JSON blocks for Claude Desktop.

🛠️ CLI Usage

📂 Project Structure

• src/wpipe_mcp/: Core server logic and tools.
• src/wpipe_mcp/catalog.py: Real-time GitHub catalog synchronization.
• src/wpipe_mcp/templates.py: Professional boilerplate definitions.
• examples/: Sample implementations and use cases.

📄 License

MIT License - Crafted with ❤️ by William Rodriguez (wisrovi).