Production-ready Model Context Protocol (MCP) stack
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# 🚀 Ultimate MCP Platform **A complete AI development toolkit that lets you write, test, and execute code safely—even if you've never coded before.** Think of this as your AI coding assistant's brain: it can check code for errors, run tests, execute programs safely, store knowledge in a graph database, and generate new code from templates. Perfect for AI agents, developers, and anyone building with Claude or other AI tools. [](https://opensource.org/licenses/MIT) [](https://www.python.org/downloads/) [](https://fastapi.tiangolo.com) [](https://neo4j.com) --- ## 📋 Table of Contents - [What Is This?](#-what-is-this) - [Quick Start (3 Steps)](#-quick-start-3-steps) - [What Can It Do?](#-what-can-it-do) - [All Available Tools](#-all-available-tools) - [Built-in AI Prompts](#-built-in-ai-prompts) - [Real-World Examples](#-real-world-examples) - [Accessing Your Services](#-accessing-your-services) - [Troubleshooting](#-troubleshooting) - [Advanced Usage](#-advanced-usage) --- ## 🎯 What Is This? **Ultimate MCP** is a complete development platform that gives AI assistants (like Claude) powerful tools to: - ✅ **Check code for errors** (linting) - ✅ **Run code safely** in isolated containers - ✅ **Execute tests** automatically - ✅ **Generate new code** from templates - ✅ **Store and query knowledge** in a graph database - ✅ **Track relationships** between code, services, and data **Who is this for?** - 🤖 AI developers building agents with Claude, ChatGPT, or custom LLMs - 👨💻 Software developers who want automated code quality tools - 🎓 Students learning to code with AI assistance - 🏢 Teams building internal developer tools **What makes it special?** - 🔒 **Secure by default** - Code runs in sandbo…
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