AI assistants with Prefect MCP

Use the Prefect MCP server to connect AI assistants to Prefect.

With one setup, assistants can:

• Inspect deployments, flow runs, task runs, work pools, and logs through read-only MCP tools
• Search up-to-date Prefect documentation through the integrated docs proxy
• Use current docs context to choose the right prefect CLI commands when changes are needed

<Card title="Use the Prefect MCP server" icon="chart-network" href="/v3/how-to-guides/ai/use-prefect-mcp-server"> Installation, client configuration, credential setup, and security guidance. </Card>

Prefect Cloud also offers AI features built into the platform:

<Card title="AI log summaries" icon="wand-magic-sparkles" href="/v3/how-to-guides/ai/flow-run-log-summaries"> Surface AI-generated summaries of flow run logs in the UI and automation notifications. </Card>