{
 "schema_version": 1,
 "generated": "2026-10-31",
 "id": "prefecthq-prefect--let-a-coding-agent-manage-prefect-workflows",
 "repo": "PrefectHQ/prefect",
 "repo_url": "https://github.com/PrefectHQ/prefect",
 "repo_slug": "prefecthq-prefect",
 "title": "Let your coding agent build and run Prefect workflows",
 "page_title": "How to let your coding agent build and run Prefect workflows with Prefect",
 "summary": "Connect a coding agent to Prefect with the agent setup guides so it can write flows and use the CLI.",
 "who": "A developer who builds pipelines with Claude Code, Codex or Cursor and wants the agent to operate Prefect too.",
 "problem": "Agents guess at orchestration APIs without project-specific instructions.",
 "outcome": "An agent connected to Prefect through a plugin or MCP that can create, run and inspect flows.",
 "steps": [
  "Install with `pip install -U prefect`",
  "Follow the agent setup guides to connect your agent to Prefect through plugins or MCP",
  "Point the agent at the agent-readable setup index (llms.txt) for plain-text guides",
  "Ask it to build a flow and start the UI with `prefect server start` to check the runs",
  "Use prefect-client for lightweight access from ephemeral environments"
 ],
 "agent_prompt": "Using PrefectHQ/prefect's agent setup guides, connect yourself to my Prefect server through MCP, then build a flow that <job>, run it, and report the task states.",
 "agents": [
  "claude-code",
  "codex",
  "cursor",
  "gemini-cli"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "This card is written from the PrefectHQ/prefect README, not from a test run by Deduped. Before you start, make sure you have Python 3.11 or later. Check the repo for newer instructions before you rely on these steps.",
 "category": "Data and analytics",
 "tags": [
  "Data and analytics"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.11 or later",
  "pip or uv",
  "Optional: a Prefect Cloud account instead of a self-hosted server"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/prefecthq-prefect/let-a-coding-agent-manage-prefect-workflows/",
 "md": "https://dedupedai.com/use-cases/prefecthq-prefect/let-a-coding-agent-manage-prefect-workflows/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/prefecthq-prefect--let-a-coding-agent-manage-prefect-workflows.json",
 "api_version": "v1"
}