dolthub/dolt
Dolt is a SQL database with Git-like version control capabilities, enabling users to manage, version, and collaborate on data and schemas as easily as code in Git repositories.
dbt-labs/dbt-mcp
The dbt-labs/dbt-mcp project is an MCP (Model Context Protocol) server designed to facilitate standardized interaction with dbt, a popular data transformation tool. This server enables users to manage and query data models through the Model Context Protocol, providing a unified interface for working with dbt projects. The project includes comprehensive setup instructions, requiring the installation of the 'uv' tool and configuration through environment variables specified in a .env file. It supports various configurations to enable or disable specific tool groups such as dbt Core, dbt Cloud CLI, dbt Fusion MCP tools, Semantic Layer MCP objects, Discovery API MCP objects, and remote MCP objects. The server can be integrated with MCP clients by adding specific configurations to client config files, allowing seamless communication and operation. The project also provides detailed guidance for integration with popular MCP clients like Claude Desktop, Cursor, and Visual Studio Code, including configuration steps and troubleshooting tips. The architecture of the server is visually represented in the documentation, illustrating the components and their interactions. The server supports multiple dbt commands such as build, compile, docs, and list, enabling comprehensive management of dbt projects. It also allows customization of environment variables to tailor the behavior of the dbt executable, enhancing flexibility and control. Overall, dbt-labs/dbt-mcp serves as a critical bridge between dbt and the Model Context Protocol, streamlining data model management and querying in a standardized manner, making it a valuable tool for data engineers and analysts working with dbt.
https://github.com/dbt-labs/dbt-mcp
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