D

Dbt MCP Server

A JSON-based unified interface dbt Model Control Protocol (MCP) server that supports triggering dbt model runs and tests through the CLI, API, or AI tools and provides Slack notification functionality.
2.5 points
151

What is the dbt MCP Server?

The dbt MCP Server is a lightweight and scalable server that provides a unified JSON interface to run dbt models, tests, and other operations. It simplifies the automation of dbt workflows and is particularly suitable for integration with AI tools (such as Claude).

How to use the dbt MCP Server?

You can use it in three ways: 1) Run Python scripts locally. 2) Make HTTP API calls. 3) Use an integrated AI client (such as Claude). All operations are defined through a standardized JSON specification.

Use Cases

Suitable for teams that need to automate dbt workflows, especially those who want to integrate dbt with AI tools or need a unified interface to manage multiple dbt projects.

Main Features

Unified JSON InterfaceAll dbt operations are defined through a standardized JSON specification, simplifying the automation process
AI Tool IntegrationNatively supports AI tools such as Claude, enabling prompt-driven automation
Slack NotificationsAutomatically send Slack notifications when model runs succeed or fail
Multiple Deployment MethodsSupports local running, Docker containerized deployment, and API calls

Advantages and Limitations

Advantages
Simplify the automation of dbt workflows
Seamlessly integrate with AI tools
Unified interface specification reduces configuration complexity
Real-time notifications ensure operational observability
Limitations
Basic JSON knowledge is required to configure requests
Currently, it mainly supports Claude as an AI client
Slack notifications require additional webhook configuration

How to Use

Install Dependencies
Ensure that Python 3.7+ and dbt core are installed on the system
Run Locally
Start the development server using Uvicorn
Docker Deployment
Build and run a Docker container
Configure Slack Notifications
Set the environment variable SLACK_WEBHOOK_URL to enable notifications

Usage Examples

Run Models through a JSON FileCreate a JSON file to define the dbt models and parameters to run
Trigger through an AI ClientUse the integrated Claude client to send natural language instructions

Frequently Asked Questions

How to customize dbt execution parameters?
What dbt operations are supported?
Are Slack notifications mandatory?

Related Resources

dbt Official Documentation
dbt core functions and usage methods
GitHub Repository
Project source code and issue tracking
Claude API Documentation
How to integrate the Claude AI client
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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