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Official publisherMCPNewly listed 2026-10-18

Prefect MCP

by PrefectHQ · PrefectHQ/prefect-mcp-server

Inspect Prefect flows, runs, deployments, logs, work pools, and automations using its experimental MCP server.

GitHub stars54 · collected 2026-10-18Repository pushedGuide checked2026-10-18

Install from the author’s instructions

Before connecting

Author README · MCP setup

claude mcp add prefect \
  -- uvx --from prefect-mcp prefect-mcp-server

Sources: Author README · Checked 2026-10-18.

The author labels the server experimental. This local example inherits your configured Prefect profile; hosted setup is documented separately.

Sources: Author README · Checked 2026-10-18.

Tools and capabilities

CapabilityWhat it does
Workflow inspectionQuery read-only Prefect APIs for runs, deployments, pools, events, and logs.
Failure diagnosisInvestigate failed runs, unhealthy work pools, and deployment concurrency issues.

Sources: Author README · Checked 2026-10-18.

Workflow examples

Suggested prompts for your own client. These are examples, not recorded tool executions.

Prompt 1

Inspect my most recent failed Prefect flow run and correlate task errors with its execution logs.

Prompt 2

Review unhealthy work pools and deployment concurrency settings, then propose a recovery plan without changing deployments.

Sources and verification

Publisher-owned documentation and public GitHub metadata reviewed on 2026-10-18. Author installation examples are retained as documented. Prompts are illustrative; no third-party package or MCP was installed or executed, and no account was connected.

Recent activity refers to the repository push timestamp. It does not establish the product’s original release date. Stars are a dated snapshot of the entire repository.

  1. GitHub repository metadataVerified 2026-10-18
  2. Author READMEVerified 2026-10-18

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