https://github.com/raghavdasila/django-firebase-mcp
A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).
https://github.com/raghavdasila/django-firebase-mcp
django drf firebase-admin langchain langgraph mcp model-context-protocol
Last synced: 4 months ago
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A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).
- Host: GitHub
- URL: https://github.com/raghavdasila/django-firebase-mcp
- Owner: raghavdasila
- Created: 2025-06-12T10:16:57.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-06-16T08:36:15.000Z (4 months ago)
- Last Synced: 2025-06-16T09:52:57.826Z (4 months ago)
- Topics: django, drf, firebase-admin, langchain, langgraph, mcp, model-context-protocol
- Language: Python
- Homepage: https://highpolar.io
- Size: 73.2 KB
- Stars: 14
- Watchers: 5
- Forks: 1
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
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README
# Django Firebase MCP
A comprehensive Django app that implements Firebase Model Context Protocol (MCP) server, enabling AI agents to interact with Firebase services through a standardized protocol.
## 🚀 Quick Start
Get up and running in under 5 minutes with the standalone Firebase agent for testing.
### Prerequisites
- Python 3.11+
- Firebase project with Admin SDK
- Git (optional)
- Redis (optional, for persistent state management)
### 1. Clone & Setup
```bash
git clone https://github.com/your-repo/django-firebase-mcp.git
cd django-firebase-mcp
```
### 2. Install Dependencies
```bash
pip install -r requirements.txt
```
### 3. Firebase Setup
#### Get Firebase Credentials
1. Go to [Firebase Console](https://console.firebase.google.com/)
2. Select your project (or create a new one)
3. Navigate to **Project Settings** → **Service Accounts**
4. Click **"Generate new private key"**
5. Download the JSON file and save it as `credentials.json` in the project root
#### Enable Firebase Services
Make sure these services are enabled in your Firebase project:
- **Authentication** (for user management)
- **Firestore Database** (for document storage)
- **Cloud Storage** (for file uploads)
### 4. Environment Configuration
Create a `.env` file in the project root:
```env
# Firebase Configuration
SERVICE_ACCOUNT_KEY_PATH=credentials.json
FIREBASE_STORAGE_BUCKET=your-project-id.appspot.com
# MCP Configuration
MCP_TRANSPORT=http
MCP_HOST=127.0.0.1
MCP_PORT=8001
# Django Settings
DEBUG=True
SECRET_KEY=your-secret-key-here
```
**⚠️ Important:** Replace `your-project-id` with your actual Firebase project ID.
### 5. State Management Setup
The Firebase MCP agent uses state management for conversation persistence. Choose one option:
#### Option A: Redis (Recommended for Production)
Install and run Redis on port 6379:
```powershell
# Install Redis using Chocolatey
choco install redis-64
# Or download from: https://github.com/microsoftarchive/redis/releases
# Then run Redis server
redis-server
```
Add to your `.env` file:
```env
# Redis Configuration
REDIS_URL=redis://localhost:6379
USE_REDIS=true
```
#### Option B: InMemorySaver (Quick Testing)
For quick testing without Redis, the agent will automatically use InMemorySaver. No additional setup required.
Add to your `.env` file:
```env
# Memory-based state (no persistence)
USE_REDIS=false
```
**Note:** InMemorySaver doesn't persist conversations between restarts, while Redis maintains state across sessions.
### 6. Quick Test with Standalone Agent
Test your setup immediately with the standalone Firebase agent:
```bash
# Run the standalone agent
python firebase_admin_mcp/standalone_firebase_agent.py
```
You should see:
```
🔥 Firebase MCP Agent Ready!
Type 'help' for available commands, 'quit' to exit.
>
```
Try these commands:
```
> List all Firebase collections
> Check Firebase health status
> help
> quit
```
### 7. Full Django Setup (Optional)
For full Django integration:
```bash
# Apply migrations
python manage.py migrate
# Create superuser (optional)
python manage.py createsuperuser
# Run Django development server
python manage.py runserver 8001
```
The MCP server will be available at: `http://127.0.0.1:8001/mcp/`
## 🛠️ Management Commands
### Core Commands
```bash
# Run standalone Firebase agent (quick testing)
python firebase_admin_mcp/standalone_firebase_agent.py
# Run MCP server via Django
python manage.py runserver 8001
# Run MCP server in stdio mode (for MCP clients)
python manage.py run_mcp --transport stdio
# Run MCP server in HTTP mode
python manage.py run_mcp --transport http --host 127.0.0.1 --port 8001
# Run standalone agent via Django management command
python manage.py run_standalone_agent
```
### Testing Commands
```bash
# Test Firebase connectivity
python firebase_admin_mcp/tests/test_firebase_connection.py
# Test MCP server completeness
python firebase_admin_mcp/tests/test_mcp_complete.py
# Demo Firebase agent
python firebase_admin_mcp/tests/demo_firebase_agent.py
# Demo standalone agent
python firebase_admin_mcp/demo_standalone_agent.py
```
## 🔧 Available Tools
The MCP server provides **14 Firebase tools** across three categories:
### 🔐 Authentication (4 tools)
- `firebase_verify_token` - Verify Firebase ID tokens
- `firebase_create_custom_token` - Create custom auth tokens
- `firebase_get_user` - Get user info by UID
- `firebase_delete_user` - Delete user accounts
### 📚 Firestore Database (6 tools)
- `firestore_list_collections` - List all collections
- `firestore_create_document` - Create new documents
- `firestore_get_document` - Retrieve documents
- `firestore_update_document` - Update documents
- `firestore_delete_document` - Delete documents
- `firestore_query_collection` - Query with filters
### 🗄️ Cloud Storage (4 tools)
- `storage_list_files` - List files with filtering
- `storage_upload_file` - Upload files
- `storage_download_file` - Download files
- `storage_delete_file` - Delete files
## 🧪 Quick Testing
### Test Server Health
```bash
curl http://127.0.0.1:8001/mcp/
```
### Test a Firebase Tool
```bash
curl -X POST http://127.0.0.1:8001/mcp/ \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"method": "tools/call",
"params": {
"name": "firestore_list_collections",
"arguments": {}
},
"id": 1
}'
```
## 🤖 AI Agent Integration
### LangChain Example
```python
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
# Import Firebase tools
from firebase_admin_mcp.tools.agents.firebase_mcp_client import ALL_FIREBASE_TOOLS
# Create agent with Firebase capabilities
model = ChatOpenAI(model="gpt-4")
agent = create_react_agent(
model=model,
tools=ALL_FIREBASE_TOOLS,
prompt="You are a Firebase assistant with full database and storage access."
)
# Use the agent
response = agent.invoke({
"messages": [{"role": "user", "content": "Show me all my Firestore collections"}]
})
```
## 📚 Documentation
This project includes comprehensive documentation:
- **[FIREBASE_ADMIN_MCP.md](FIREBASE_ADMIN_MCP.md)** - Complete technical documentation
- Detailed API reference
- All tool specifications
- Advanced configuration
- Security considerations
- Production deployment guide
- **[STANDALONE_AGENT.md](STANDALONE_AGENT.md)** - Standalone agent documentation
- Self-contained Firebase agent
- Complete feature overview
- Usage examples
- Integration patterns
## 🔧 Troubleshooting
### Common Issues
**Problem:** `Default app does not exist` error
**Solution:** Verify `credentials.json` path in `.env` file
**Problem:** Server won't start
**Solution:** Check if port 8001 is available: `netstat -an | findstr :8001`
**Problem:** Firebase connection fails
**Solution:** Verify Firebase services are enabled in console
**Problem:** Import errors
**Solution:** Ensure all dependencies installed: `pip install -r requirements.txt`
**Problem:** Redis connection fails
**Solution:** Verify Redis is running: `redis-cli ping` (should return "PONG")
**Problem:** State not persisting between sessions
**Solution:** Check Redis configuration or switch to Redis from InMemorySaver
## 🎯 What's Next?
1. **Explore the Standalone Agent** - Perfect for quick testing and demos
2. **Read the Full Documentation** - See FIREBASE_ADMIN_MCP.md for complete details
3. **Integrate with Your AI Agents** - Use the MCP tools in your applications
4. **Customize for Your Needs** - Extend with additional Firebase operations
## 📝 Project Structure
```
django-firebase-mcp/
├── README.md # This file
├── FIREBASE_ADMIN_MCP.md # Complete documentation
├── STANDALONE_AGENT.md # Standalone agent guide
├── requirements.txt # Python dependencies
├── credentials.json # Firebase credentials (you create this)
├── .env # Environment variables (you create this)
├── manage.py # Django management
├── firebase_admin_mcp/ # Main MCP app
│ ├── standalone_firebase_agent.py # Standalone agent
│ ├── tools/ # Firebase MCP tools
│ ├── management/commands/ # Django commands
│ └── tests/ # Test suite
└── django_firebase_mcp/ # Django project settings
```
## 🤝 Contributing
1. Fork the repository
2. Create a feature branch
3. Test your changes
4. Submit a pull request
## 📄 License
MIT License - see LICENSE file for details.
---
**🔥 Ready to supercharge your AI agents with Firebase?**
Start with the standalone agent, then explore the full documentation for advanced usage!