Dagster MCP

What is Dagster MCP?

Dagster MCP integrates Dagster's asset-centric orchestration platform with AI through MCP. Dagster's unique software-defined assets approach makes data pipelines declarative, testable, and observable.

Asset-Centric Intelligence

AI models can query asset health, track materializations, analyze lineage graphs, and help identify stale or failing assets. The asset-centric model makes it natural to ask "Is my data fresh?" through MCP.

Configuration

{
  "mcpServers": {
    "dagster": {
      "command": "npx",
      "args": ["dagster-mcp"],
      "env": {
        "DAGSTER_API_URL": "http://localhost:3000/graphql"
      }
    }
  }
}

Use Cases

Dagster MCP serves data teams building asset-centric pipelines, organizations needing data freshness monitoring, and teams wanting AI-powered data lineage analysis and pipeline debugging.