feat(speech): add speech-to-text and wake word detection modules
- Implement SpeechToText class with Docker-based transcription capabilities - Add wake word detection using OpenWakeWord and fast-whisper models - Create Dockerfile for speech processing container - Develop comprehensive test suite for speech recognition functionality - Include audio processing and event-driven transcription features
This commit is contained in:
jango-blockchained
477
README.md
477
README.md
@@ -1,303 +1,288 @@
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# 🚀 Model Context Protocol (MCP) Server for Home Assistant
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# 🚀 MCP Server for Home Assistant - Bringing AI-Powered Smart Homes to Life!
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The **Model Context Protocol (MCP) Server** is a robust, secure, and high-performance bridge that integrates Home Assistant with Language Learning Models (LLMs), enabling natural language control and real-time monitoring of your smart home devices. Unlock advanced automation, control, and analytics for your Home Assistant ecosystem.
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[](https://jango-blockchained.github.io/homeassistant-mcp/)
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## 🌟 Key Benefits
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### 🎮 Device Control & Monitoring
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- **Voice-like Control:** "Dim living room lights to 50%" 🌇
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- **Real-time Updates:** WebSocket/SSE with <100ms latency ⚡
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- **Cross-Device Automation:** Create scene-based rules 🎭
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### 🤖 AI-Powered Features
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- Natural language processing for commands
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- Predictive automation suggestions
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- Anomaly detection in device behavior
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## 🏗 Architecture Overview
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```mermaid
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graph TD
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A[User Interface] --> B{MCP Server}
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B --> C[Home Assistant]
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B --> D[LLM Integration]
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B --> E[Cache Layer]
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E --> F[Redis]
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B --> G[Security Middleware]
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C --> H[Smart Devices]
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```
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## 🛠 Installation
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### 🐳 Docker Setup (Recommended)
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```bash
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# 1. Clone repo with caching
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git clone --depth 1 https://github.com/jango-blockchained/homeassistant-mcp.git
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# 2. Configure environment
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cp .env.example .env # Edit with your HA details 🔧
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# 3. Start with compose
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docker compose up -d --build # Auto-scaling enabled 📈
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# View real-time logs 📜
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docker compose logs -f --tail=50
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```
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|
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### 📦 Bare Metal Installation
|
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|
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```bash
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# Install Bun (if missing)
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curl -fsSL https://bun.sh/install | bash # 🐇 Fast runtime
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|
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# Install dependencies with cache
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bun install --frozen-lockfile # ♻️ Reliable dep tree
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# Start in dev mode with hot-reload 🔥
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bun run dev --watch
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``` |
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## 💡 Example Usage
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```javascript
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// Real-time device monitoring 🌐
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const ws = new WebSocket('wss://mcp.yourha.com/ws');
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ws.onmessage = ({ data }) => {
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const update = JSON.parse(data);
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if(update.entity_id === 'light.kitchen') {
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smartBulb(update.state); // 🎛️ Update UI
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}
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};
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```
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|
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## 🔄 Update Strategy
|
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|
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```bash
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# Zero-downtime updates 🕒
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docker compose pull
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docker compose up -d --build
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docker system prune # Clean old images 🧹
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```
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|
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## 🛡 Security Features
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|
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- JWT authentication with refresh tokens 🔑
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- Automatic request sanitization 🧼
|
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- IP-based rate limiting with fail2ban integration 🚫
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- End-to-end encryption support 🔒
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|
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## 🌍 Community & Support
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|
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| Platform | Link | Response Time |
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|----------------|-------------------------------|---------------|
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| 📚 Docs | [API Reference](docs/api.md) | Instant |
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| 🐛 GitHub | [Issues](#) | <24hr |
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## 🚧 Troubleshooting Guide
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```bash
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# Check service health 🩺
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docker compose ps
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|
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# Test API endpoints 🔌
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curl -I http://localhost:3000/healthcheck # Should return 200 ✅
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# Inspect cache status 💾
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docker exec mcp_redis redis-cli info memory
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```
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|
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## 🔮 Roadmap Highlights
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- [ ] **AI Assistant Integration** (Q4 2024) 🤖
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- [ ] **Predictive Automation** (Q1 2025) 🔮
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- [x] **Real-time Analytics** (Shipped! 🚀)
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- [ ] **Energy Optimization** (Q3 2024) 🌱
|
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|
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## 🤝 Contributing
|
||||
|
||||
I love community input! Here's how to help:
|
||||
|
||||
1. 🍴 Fork the repository
|
||||
2. 🌿 Create a feature branch
|
||||
3. 💻 Make your changes
|
||||
4. 🧪 Run tests: `bun test --coverage`
|
||||
5. 📦 Commit using [Conventional Commits](https://www.conventionalcommits.org)
|
||||
6. 🔀 Open a Pull Request
|
||||
[](LICENSE)
|
||||
[](https://bun.sh)
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[](https://www.typescriptlang.org)
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[](#)
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[](https://jango-blockchained.github.io/homeassistant-mcp/)
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||||
[](https://www.docker.com)
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|
||||
---
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|
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**📢 Note:** This project adheres to [Semantic Versioning](https://semver.org). Always check breaking changes in release notes before upgrading! ⚠️
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## Overview 🌐
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|
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## Table of Contents
|
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Welcome to the **Model Context Protocol (MCP) Server for Home Assistant**! This robust platform bridges Home Assistant with cutting-edge Language Learning Models (LLMs), enabling natural language interactions and real-time automation of your smart devices. Imagine entering your home, saying:
|
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|
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- [Overview](#overview)
|
||||
- [Key Features](#key-features)
|
||||
- [Architecture & Design](#architecture--design)
|
||||
- [Installation](#installation)
|
||||
- [Basic Setup](#basic-setup)
|
||||
- [Docker Setup (Recommended)](#docker-setup-recommended)
|
||||
- [Usage](#usage)
|
||||
- [API & Documentation](#api--documentation)
|
||||
- [Development](#development)
|
||||
- [Roadmap & Future Plans](#roadmap--future-plans)
|
||||
- [Community & Support](#community--support)
|
||||
- [Contributing](#contributing)
|
||||
- [Troubleshooting & FAQ](#troubleshooting--faq)
|
||||
- [License](#license)
|
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> “Hey MCP, dim the lights and start my evening playlist,”
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|
||||
## Overview
|
||||
and watching your home transform instantly—that's the magic that MCP Server delivers!
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|
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The MCP Server bridges Home Assistant with advanced LLM integrations to deliver intuitive control, automation, and state monitoring. Leveraging a high-performance runtime and real-time communication protocols, MCP offers a seamless experience for managing your smart home.
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||||
---
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||||
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||||
## Key Features
|
||||
## Key Benefits ✨
|
||||
|
||||
### Device Control & Monitoring
|
||||
- **Smart Device Control:** Manage lights, climate, covers, switches, sensors, media players, fans, locks, vacuums, and cameras using natural language commands.
|
||||
- **Real-time Updates:** Receive instant notifications and updates via Server-Sent Events (SSE).
|
||||
### 🎮 Device Control & Monitoring
|
||||
- **Voice-Controlled Automation:**
|
||||
Use simple commands like "Turn on the kitchen lights" or "Set the thermostat to 22°C" without touching a switch.
|
||||
**Real-World Example:**
|
||||
In the morning, say "Good morning! Open the blinds and start the coffee machine" to kickstart your day automatically.
|
||||
|
||||
### System & Automation Management
|
||||
- **Automation Engine:** Create, modify, and trigger custom automation rules with ease.
|
||||
- **Add-on & Package Management:** Integrates with HACS for deploying custom integrations, themes, scripts, and applications.
|
||||
- **Robust System Management:** Features advanced state monitoring, error handling, and security safeguards.
|
||||
- **Real-Time Communication:**
|
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Experience sub-100ms latency updates via Server-Sent Events (SSE) or WebSocket connections, ensuring your dashboard is always current.
|
||||
**Real-World Example:**
|
||||
Monitor energy usage instantly during peak hours and adjust remotely for efficient consumption.
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||||
|
||||
## Architecture & Design
|
||||
- **Seamless Automation:**
|
||||
Create scene-based rules to synchronize multiple devices effortlessly.
|
||||
**Real-World Example:**
|
||||
For movie nights, have MCP dim the lights, adjust the sound system, and launch your favorite streaming app with just one command.
|
||||
|
||||
The MCP Server is built with scalability, resilience, and security in mind:
|
||||
### 🤖 AI-Powered Enhancements
|
||||
- **Natural Language Processing (NLP):**
|
||||
Convert everyday speech into actionable commands—just say, "Prepare the house for dinner," and MCP will adjust lighting, temperature, and even play soft background music.
|
||||
|
||||
- **High-Performance Runtime:** Powered by Bun for fast startup, efficient memory utilization, and native TypeScript support.
|
||||
- **Real-time Communication:** Employs Server-Sent Events (SSE) for continuous, real-time data updates.
|
||||
- **Modular & Extensible:** Designed to support plugins, add-ons, and custom automation scripts, allowing for easy expansion.
|
||||
- **Secure API Integration:** Implements token-based authentication, rate limiting, and adherence to best security practices.
|
||||
- **Predictive Automation & Suggestions:**
|
||||
Receive proactive recommendations based on usage habits and environmental trends.
|
||||
**Real-World Example:**
|
||||
When home temperature fluctuates unexpectedly, MCP suggests an optimal setting and notifies you immediately.
|
||||
|
||||
For a deeper dive into the system architecture, please refer to our [Architecture Documentation](docs/architecture.md).
|
||||
- **Anomaly Detection:**
|
||||
Continuously monitor device activity and alert you to unusual behavior, helping prevent malfunctions or potential security breaches.
|
||||
|
||||
## Usage
|
||||
---
|
||||
|
||||
Once the server is running, open your browser at [http://localhost:3000](http://localhost:3000). For real-time device updates, integrate the SSE endpoint in your application:
|
||||
## Architectural Overview 🏗
|
||||
|
||||
Our architecture is engineered for performance, scalability, and security. The following Mermaid diagram illustrates the data flow and component interactions:
|
||||
|
||||
```mermaid
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graph TD
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||||
subgraph Client
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||||
A[Client Application<br/>(Web / Mobile / Voice)]
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||||
end
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||||
subgraph CDN
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||||
B[CDN / Cache]
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||||
end
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||||
subgraph Server
|
||||
C[Bun Native Server]
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||||
E[NLP Engine<br/>& Language Processing Module]
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||||
end
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||||
subgraph Integration
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||||
D[Home Assistant<br/>(Devices, Lights, Thermostats)]
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||||
end
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||||
|
||||
A -->|HTTP Request| B
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||||
B -- Cache Miss --> C
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||||
C -->|Interpret Command| E
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||||
E -->|Determine Action| D
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||||
D -->|Return State/Action| C
|
||||
C -->|Response| B
|
||||
B -->|Cached/Processed Response| A
|
||||
```
|
||||
|
||||
Learn more about our architecture in the [Architecture Documentation](docs/architecture.md).
|
||||
|
||||
---
|
||||
|
||||
## Technical Stack 🔧
|
||||
|
||||
Our solution is built on a modern, high-performance stack that powers every feature:
|
||||
|
||||
- **Bun:**
|
||||
A next-generation JavaScript runtime offering rapid startup times, native TypeScript support, and high performance.
|
||||
👉 [Learn about Bun](https://bun.sh)
|
||||
|
||||
- **Bun Native Server:**
|
||||
Utilizes Bun's built-in HTTP server to efficiently process API requests with sub-100ms response times.
|
||||
👉 See the [Installation Guide](docs/getting-started/installation.md) for details.
|
||||
|
||||
- **Natural Language Processing (NLP) & LLM Integration:**
|
||||
Processes and interprets natural language commands using state-of-the-art LLMs and custom NLP modules.
|
||||
👉 Find API usage details in the [API Documentation](docs/api.md).
|
||||
|
||||
- **Home Assistant Integration:**
|
||||
Provides seamless connectivity with Home Assistant, ensuring flawless communication with your smart devices.
|
||||
👉 Refer to the [Usage Guide](docs/usage.md) for more information.
|
||||
|
||||
- **Redis Cache:**
|
||||
Enables rapid data retrieval and session persistence essential for real-time updates.
|
||||
|
||||
- **TypeScript:**
|
||||
Enhances type safety and developer productivity across the entire codebase.
|
||||
|
||||
- **JWT & Security Middleware:**
|
||||
Protects your ecosystem with JWT-based authentication, request sanitization, rate-limiting, and encryption.
|
||||
|
||||
- **Containerization with Docker:**
|
||||
Enables scalable, isolated deployments for production environments.
|
||||
|
||||
For further technical details, check out our [Documentation Index](docs/index.md).
|
||||
|
||||
---
|
||||
|
||||
## Installation 🛠
|
||||
|
||||
### 🐳 Docker Setup (Recommended)
|
||||
|
||||
For a hassle-free, containerized deployment:
|
||||
|
||||
```bash
|
||||
# 1. Clone the repository (using a shallow copy for efficiency)
|
||||
git clone --depth 1 https://github.com/jango-blockchained/homeassistant-mcp.git
|
||||
|
||||
# 2. Configure your environment: copy the example file and edit it with your Home Assistant credentials
|
||||
cp .env.example .env # Modify .env with your Home Assistant host, tokens, etc.
|
||||
|
||||
# 3. Build and run the Docker containers
|
||||
docker compose up -d --build
|
||||
|
||||
# 4. View real-time logs (last 50 log entries)
|
||||
docker compose logs -f --tail=50
|
||||
```
|
||||
|
||||
👉 Refer to our [Installation Guide](docs/getting-started/installation.md) for full details.
|
||||
|
||||
### 💻 Bare Metal Installation
|
||||
|
||||
For direct deployment on your host machine:
|
||||
|
||||
```bash
|
||||
# 1. Install Bun (if not already installed)
|
||||
curl -fsSL https://bun.sh/install | bash
|
||||
|
||||
# 2. Install project dependencies with caching support
|
||||
bun install --frozen-lockfile
|
||||
|
||||
# 3. Launch the server in development mode with hot-reload enabled
|
||||
bun run dev --watch
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Real-World Usage Examples 🔍
|
||||
|
||||
### 📱 Smart Home Dashboard Integration
|
||||
Integrate MCP's real-time updates into your custom dashboard for a dynamic smart home experience:
|
||||
|
||||
```javascript
|
||||
const eventSource = new EventSource('http://localhost:3000/subscribe_events?token=YOUR_TOKEN&domain=light');
|
||||
|
||||
eventSource.onmessage = (event) => {
|
||||
const data = JSON.parse(event.data);
|
||||
console.log('Update received:', data);
|
||||
const data = JSON.parse(event.data);
|
||||
console.log('Real-time update:', data);
|
||||
// Update your UI dashboard, e.g., refresh a light intensity indicator.
|
||||
};
|
||||
```
|
||||
|
||||
## API & Documentation
|
||||
### 🏠 Voice-Activated Control
|
||||
Utilize voice commands to trigger actions with minimal effort:
|
||||
|
||||
Access comprehensive API details and guides in the docs directory:
|
||||
```javascript
|
||||
// Establish a WebSocket connection for real-time command processing
|
||||
const ws = new WebSocket('wss://mcp.yourha.com/ws');
|
||||
|
||||
- **API Reference:** [API Documentation](docs/api.md)
|
||||
- **SSE Documentation:** [SSE API](docs/sse-api.md)
|
||||
- **Troubleshooting Guide:** [Troubleshooting](docs/troubleshooting.md)
|
||||
- **Architecture Details:** [Architecture Documentation](docs/architecture.md)
|
||||
ws.onmessage = ({ data }) => {
|
||||
const update = JSON.parse(data);
|
||||
if (update.entity_id === 'light.living_room') {
|
||||
console.log('Adjusting living room lighting based on voice command...');
|
||||
// Additional logic to update your UI or trigger further actions can go here.
|
||||
}
|
||||
};
|
||||
|
||||
## Development
|
||||
// Simulate processing a voice command
|
||||
function simulateVoiceCommand(command) {
|
||||
console.log("Processing voice command:", command);
|
||||
// Integrate with your actual voice-to-text system as needed.
|
||||
}
|
||||
|
||||
### Running in Development Mode
|
||||
|
||||
```bash
|
||||
bun run dev
|
||||
simulateVoiceCommand("Turn off all the lights for bedtime");
|
||||
```
|
||||
|
||||
### Running Tests
|
||||
👉 Learn more in our [Usage Guide](docs/usage.md).
|
||||
|
||||
- Execute all tests:
|
||||
```bash
|
||||
bun test
|
||||
```
|
||||
---
|
||||
|
||||
- Run tests with coverage:
|
||||
```bash
|
||||
bun test --coverage
|
||||
```
|
||||
## Update Strategy 🔄
|
||||
|
||||
### Production Build & Start
|
||||
Maintain a seamless operation with zero downtime updates:
|
||||
|
||||
```bash
|
||||
bun run build
|
||||
bun start
|
||||
# 1. Pull the latest Docker images
|
||||
docker compose pull
|
||||
|
||||
# 2. Rebuild and restart containers smoothly
|
||||
docker compose up -d --build
|
||||
|
||||
# 3. Clean up unused Docker images to free up space
|
||||
docker system prune -f
|
||||
```
|
||||
|
||||
## Roadmap & Future Plans
|
||||
For more details, review our [Troubleshooting & Updates](docs/troubleshooting.md).
|
||||
|
||||
The MCP Server is under active development and improvement. Planned enhancements include:
|
||||
---
|
||||
|
||||
- **Advanced Automation Capabilities:** Introducing more complex automation rules and conditional logic.
|
||||
- **Enhanced Security Features:** Additional authentication layers, encryption enhancements, and security monitoring tools.
|
||||
- **User Interface Improvements:** Development of a more intuitive web dashboard for easier device management.
|
||||
- **Expanded Integrations:** Support for a wider array of smart home devices and third-party services.
|
||||
- **Performance Optimizations:** Continued efforts to reduce latency and improve resource efficiency.
|
||||
## Security Features 🔐
|
||||
|
||||
For additional details, check out our [Roadmap](docs/roadmap.md).
|
||||
We prioritize the security of your smart home with multiple layers of defense:
|
||||
- **JWT Authentication 🔑:** Secure, token-based API access to prevent unauthorized usage.
|
||||
- **Request Sanitization 🧼:** Automatic filtering and validation of API requests to combat injection attacks.
|
||||
- **Rate Limiting & Fail2Ban 🚫:** Monitors requests to prevent brute force and DDoS attacks.
|
||||
- **End-to-End Encryption 🔒:** Ensures that your commands and data remain private during transmission.
|
||||
|
||||
## Community & Support
|
||||
---
|
||||
|
||||
Join the community to stay updated, share ideas, and get help:
|
||||
## Contributing 🤝
|
||||
|
||||
- **GitHub Issues:** Report bugs or suggest features on the [GitHub Issues Page](https://github.com/jango-blockchained/homeassistant-mcp/issues).
|
||||
- **Discussion Forums:** Connect with other users and contributors in the community forums.
|
||||
- **Chat Platforms:** Join real-time discussions on [Discord](#) or [Slack](#).
|
||||
We value community contributions! Here's how you can help improve MCP Server:
|
||||
1. **Fork the Repository 🍴**
|
||||
Create your own copy of the project.
|
||||
2. **Create a Feature Branch 🌿**
|
||||
```bash
|
||||
git checkout -b feature/your-feature-name
|
||||
```
|
||||
3. **Install Dependencies & Run Tests 🧪**
|
||||
```bash
|
||||
bun install
|
||||
bun test --coverage
|
||||
```
|
||||
4. **Make Your Changes & Commit 📝**
|
||||
Follow the [Conventional Commits](https://www.conventionalcommits.org) guidelines.
|
||||
5. **Open a Pull Request 🔀**
|
||||
Submit your changes for review.
|
||||
|
||||
## Contributing
|
||||
Read more in our [Contribution Guidelines](docs/contributing.md).
|
||||
|
||||
I welcome your contributions! To get started:
|
||||
---
|
||||
|
||||
1. Fork the repository.
|
||||
2. Create your feature branch:
|
||||
```bash
|
||||
git checkout -b feature/your-feature-name
|
||||
```
|
||||
3. Install dependencies:
|
||||
```bash
|
||||
bun install
|
||||
```
|
||||
4. Make your changes and run tests:
|
||||
```bash
|
||||
bun test
|
||||
```
|
||||
5. Commit and push your changes, then open a Pull Request.
|
||||
## Roadmap & Future Enhancements 🔮
|
||||
|
||||
For detailed guidelines, see [Contributing Guide](docs/contributing.md).
|
||||
We're continuously evolving MCP Server. Upcoming features include:
|
||||
- **AI Assistant Integration (Q4 2024):**
|
||||
Smarter, context-aware voice commands and personalized automation.
|
||||
- **Predictive Automation (Q1 2025):**
|
||||
Enhanced scheduling capabilities powered by advanced AI.
|
||||
- **Enhanced Security (Q2 2024):**
|
||||
Introduction of multi-factor authentication, advanced monitoring, and rigorous encryption methods.
|
||||
- **Performance Optimizations (Q3 2024):**
|
||||
Reducing latency further, optimizing caching, and improving load balancing.
|
||||
|
||||
## Troubleshooting & FAQ
|
||||
For more details, see our [Roadmap](docs/roadmap.md).
|
||||
|
||||
### Common Issues
|
||||
---
|
||||
|
||||
- **Connection Problems:** Ensure that your `HASS_HOST`, authentication token, and WebSocket URL are correctly configured.
|
||||
- **Docker Deployment:** Confirm that Docker is running and that your `.env` file contains the correct settings.
|
||||
- **Automation Errors:** Verify entity availability and review your automation configurations for potential issues.
|
||||
## Community & Support 🌍
|
||||
|
||||
For more troubleshooting details, refer to [Troubleshooting Guide](docs/troubleshooting.md).
|
||||
Your feedback and collaboration are vital! Join our community:
|
||||
- **GitHub Issues:** Report bugs or request features via our [Issues Page](https://github.com/jango-blockchained/homeassistant-mcp/issues).
|
||||
- **Discord & Slack:** Connect with fellow users and developers in real-time.
|
||||
- **Documentation:** Find comprehensive guides on the [MCP Documentation Website](https://jango-blockchained.github.io/homeassistant-mcp/).
|
||||
|
||||
### Frequently Asked Questions
|
||||
---
|
||||
|
||||
**Q: What platforms does MCP Server support?**
|
||||
## License 📜
|
||||
|
||||
A: MCP Server runs on Linux, macOS, and Windows (Docker is recommended for Windows environments).
|
||||
This project is licensed under the MIT License. See [LICENSE](LICENSE) for full details.
|
||||
|
||||
**Q: How do I report a bug or request a feature?**
|
||||
---
|
||||
|
||||
A: Please use the [GitHub Issues Page](https://github.com/jango-blockchained/homeassistant-mcp/issues) to report bugs or request new features.
|
||||
|
||||
**Q: Can I contribute to the project?**
|
||||
|
||||
A: Absolutely! I welcome contributions from the community. See the [Contributing](#contributing) section for more details.
|
||||
|
||||
## License
|
||||
|
||||
This project is licensed under the MIT License. See [LICENSE](LICENSE) for the full license text.
|
||||
|
||||
## Documentation
|
||||
|
||||
Full documentation is available at: [https://jango-blockchained.github.io/homeassistant-mcp/](https://jango-blockchained.github.io/homeassistant-mcp/)
|
||||
🔋 Batteries included.
|
||||
Reference in New Issue
Block a user