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We're excited to announce the first release of **Goa-AI**, a powerful plugin for the [Goa framework](https://goa.design) that brings design-first development to AI backends. With Goa-AI, you can build production-ready [Model Context Protocol (MCP)](https://modelcontextprotocol.io) servers from simple Go definitions—no more handwriting API specs, JSON schemas, or boilerplate code.
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## 🎯 What is Goa-AI?
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## What is Goa-AI?
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Goa-AI extends Goa's proven design-first methodology to the world of AI agents. Define your AI backend's tools, resources, and prompts in a simple, type-safe Go DSL, and let Goa-AI generate:
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-**Protocol compliance** with automatic capability negotiation
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-**Production-ready code** with robust error handling
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## ✨ Key Features
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## Key Features
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### 🛠️ MCP Protocol Implementation
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### MCP Protocol Implementation
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Complete implementation of the Model Context Protocol specification:
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-**Subscriptions**: Real-time resource updates via Server-Sent Events
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-**Streaming**: First-class support for streaming tool responses
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### 🎨 Elegant DSL
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### Elegant DSL
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Simple, readable API for describing your AI backend:
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})
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```
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### 🔄 JSON-RPC Transport
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### JSON-RPC Transport
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Built on Goa's robust JSON-RPC implementation:
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- Content negotiation via Accept headers
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- Goa-generated encoders (no manual JSON marshaling)
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### 🧩 Flexible Architecture
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### Flexible Architecture
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-**Adapter pattern**: Clean separation between MCP protocol and your business logic
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-**Configurable options**: Logging, error mapping, resource access control
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-**Client wrapper**: Incremental MCP adoption for existing services
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-**Protocol versioning**: Explicit version negotiation and validation
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### 🎯 Type Safety
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### Type Safety
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- Go type system ensures consistency between server and JSON schemas
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- Compile-time checks prevent runtime errors
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- Goa validations enforce contracts at API boundaries
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- No redundant nil checks or defensive programming needed
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### 🧪 Comprehensive Testing
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### Comprehensive Testing
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Production-ready with extensive integration tests:
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- Framework for adding custom scenarios
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- CI/CD integration with GitHub Actions
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## 📦 What's Included
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## What's Included
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### Core Components
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-**Prompts tests**: Static and dynamic prompts, variables
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