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A Model Context Protocol (MCP) server for Metabase - gives AI assistants direct access to dashboards, cards, and query execution

Project description

Metabase MCP Server

PyPI version License: MIT

A Model Context Protocol (MCP) server for Metabase - gives AI assistants direct access to dashboards, cards, and query execution.

Features

  • Three Authentication Methods: API Key, Session ID, or Username/Password
  • Dashboard Tools: List, search, get details, get cards from dashboards
  • Card Tools: List, search, get details, execute saved questions
  • Database Tools: List databases, tables, get metadata, sync
  • Query Tools: Execute SQL, test queries, get suggestions, explain queries
  • Image Export: Export cards and dashboards as PNG images
  • CRUD Operations: Create, update, delete cards, dashboards, and collections

Quick Start

Installation

# Install via pip
pip install metabase-mcp-navi

# Or via uvx (recommended for MCP)
uvx metabase-mcp-navi

Configuration

Set environment variables:

# Required
export METABASE_URL=https://your-metabase-instance.com

# Authentication (choose one):
export METABASE_API_KEY=your_api_key
# OR
export METABASE_SESSION_ID=your_session_id
# OR
export METABASE_USER_EMAIL=your_email
export METABASE_PASSWORD=your_password

# Optional
export METABASE_VERIFY_SSL=false  # Disable SSL verification
export METABASE_TIMEOUT=60        # Request timeout in seconds

Cursor MCP Configuration

Add to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "metabase": {
      "command": "uvx",
      "args": ["metabase-mcp-navi"],
      "env": {
        "METABASE_URL": "https://your-metabase-instance.com",
        "METABASE_SESSION_ID": "your_session_id",
        "METABASE_VERIFY_SSL": "false"
      }
    }
  }
}

Claude Desktop Configuration

Add to your Claude Desktop config:

{
  "mcpServers": {
    "metabase": {
      "command": "uvx",
      "args": ["metabase-mcp-navi"],
      "env": {
        "METABASE_URL": "https://your-metabase-instance.com",
        "METABASE_SESSION_ID": "your_session_id"
      }
    }
  }
}

Available Tools

Dashboard Tools

Tool Description
list_dashboards List all accessible dashboards
get_dashboard Get dashboard details
get_dashboard_cards Get all cards from a dashboard
search_dashboards Search dashboards by name

Card Tools

Tool Description
list_cards List saved questions
get_card Get card details and SQL query
execute_card Run a saved question
search_cards Search cards by name

Database Tools

Tool Description
list_databases List connected databases
get_database Get database details
list_tables List tables in a database
get_table_metadata Get table columns and types
sync_database Trigger metadata sync

Query Tools

Tool Description
execute_query Execute native SQL
test_query Test query with auto LIMIT
get_query_suggestions Get suggested queries for a table
explain_query Get query execution plan

Image Tools

Tool Description
get_card_image Get card as base64 PNG
download_card_image Save card image to disk
get_dashboard_cards_as_images Check exportable cards
download_all_dashboard_cards Download all dashboard images

CRUD Tools

Tool Description
create_collection Create a new collection
create_card Create a new card with SQL
create_dashboard Create a new dashboard
add_card_to_dashboard Add card to dashboard
update_card Update card properties
delete_card Delete a card
delete_dashboard Delete a dashboard

Other Tools

Tool Description
test_connection Test Metabase connectivity
list_collections List folders/collections
get_collection_items Browse collection contents

Usage Examples

After configuring, you can ask your AI assistant:

  • "List all dashboards in Metabase"
  • "Get dashboard 3301 details"
  • "Execute card 12345"
  • "Run this SQL on database 104: SELECT * FROM users LIMIT 10"
  • "Search for dashboards about 'payments'"
  • "Create a new card with this query..."
  • "Download all images from dashboard 42"

Getting Session ID

  1. Open Metabase in your browser and log in
  2. Open Developer Tools (F12)
  3. Go to Application → Cookies
  4. Copy the value of metabase.SESSION

Project Structure

metabase-mcp-navi/
├── src/
│   └── metabase_mcp_navi/
│       ├── __init__.py       # Package initialization
│       ├── __main__.py       # Module entry point
│       ├── config.py         # Configuration management
│       ├── client.py         # Metabase API client
│       ├── models.py         # Data models
│       ├── server.py         # MCP server setup
│       └── tools/
│           ├── __init__.py   # Tools package
│           ├── dashboards.py # Dashboard tools
│           ├── cards.py      # Card/question tools
│           ├── databases.py  # Database tools
│           ├── queries.py    # Query execution tools
│           ├── images.py     # Image export tools
│           └── crud.py       # CRUD operations
├── pyproject.toml            # Package configuration
├── README.md
└── LICENSE

Development

# Clone the repository
git clone https://github.com/manish-coder-1007/metabase-mcp-navi.git
cd metabase-mcp-navi

# Install in development mode
pip install -e ".[dev]"

# Run tests
pytest

# Format code
black src/
ruff check src/

License

MIT License - see LICENSE for details.

Author

Manish Balot

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