Parsaa: Ship Swift features from Xcode—without the copy-paste loop.

Hey Product Hunt! 👋 My name is Vinícius, and I'm the founder of Parsaa: The AI coding agent built specifically for Xcode. I've been building iOS apps for years, and while Xcode is incredibly powerful, there's always been a missing piece: AI assistance that truly understands Swift, SwiftUI, and the entire Apple ecosystem. That's exactly why I built Parsaa. TL;DR 🧵 Parsaa is an AI coding agent that lives inside Xcode, bringing powerful AI features directly into your development workflow: chat with your entire codebase, semantic search, automatic test generation, MCP tool integration, and intelligent code suggestions. Since launching our beta, over 100 iOS developers have integrated Parsaa into their daily workflow, helping us refine it for real-world production environments. Our mission is simple: make iOS development faster, smarter, and more enjoyable for the 3+ million developers who use Xcode every day. 🔗 Check it out: https://parsaa.app --- How does Parsaa work? Parsaa integrates deeply with Xcode to understand your entire project context. Here's what makes it special: 💬 Chat with Your Codebase Select any Swift code in Xcode and chat with it. Parsaa understands your entire project—every file, every dependency, every pattern. Ask questions, get explanations, or request improvements in natural language. 🔍 Semantic Search Find anything in your codebase instantly. Search by meaning, not just keywords. Looking for "where we handle user authentication"? Parsaa finds it in seconds, even if those exact words aren't in your code. 🧪 Test Generation Automatically generate comprehensive XCTest unit tests for your Swift code. Parsaa understands Swift testing patterns and creates tests that actually make sense for iOS development. 📝 Documentation Generator Generate Swift-style documentation automatically. No more spending hours writing DocC comments—Parsaa does it for you, following Apple's documentation conventions. 🔧 Inline Code Replacement Select code and let Parsaa suggest better implementations or complete rewrites. Refactoring has never been easier. 🎯 Plan Mode (My favorite feature!) Parsaa analyzes your request, designs a step-by-step plan, and only executes after your approval. Full control, zero surprises. This is perfect for complex changes that touch multiple files. 🔌 MCP Tools Integration Connect with Model Context Protocol tools for extended AI capabilities and workflow automation. Plus, deep integration with Xcode 16.3+'s built-in MCP server—build, test, preview, and navigate your project, all AI-controlled. 🤖 Your AI, Your Choice Access the best models from every provider: - OpenAI - Anthropic ] - Google - OpenRouter for cost-aware routing - Local models (Ollama, LM Studio) for 100% local operation --- Privacy First This is crucial: **Your code stays yours.** Parsaa doesn't relay your code through our servers. You can use any OpenAI-compatible endpoint, including local models. We never collect, store, or train on your source code—by architecture, not just policy. - Code embeddings are created by VoyageAI and stored only on your computer - Run local with Ollama or LM Studio - Bring your own API keys and control your data --- What's next? We're laser-focused on making Parsaa the most powerful AI assistant for Apple platform development. Here's what's coming: 1. Smart Autocomplete AI-powered autocomplete that understands your entire project context. Type a few characters and get intelligent Swift code suggestions that actually make sense. 2. Automatic Error Correction AI-powered error detection and fixes. When Xcode shows a compilation error, Parsaa will automatically suggest and apply fixes. 3. AGENTS.md & SKILL.md Support Built-in support for AGENTS.md format (compatible with 20k+ open-source projects) and SKILL.md files to teach Parsaa project-specific workflows. 4. Web Search Agent Parsaa will search Google for programming answers, documentation, and Stack Overflow solutions—just like you do, but integrated into your workflow. 5. GitHub Copilot Integration Seamless integration with GitHub Copilot for developers who want the best of both worlds. --- See it in action 🎥 I've prepared videos showing Parsaa's key features: - Chat with your codebase - Code generation - Automatic bug fixes - Xcode MCP integration - Local model support You can watch them all at https://parsaa.app/#showcase