Agent setup & resources
Plugins, MCP servers, and setup guides for Prefect, FastMCP, and Dagster.
Read full prompt
Help me set up my coding agent for Prefect, FastMCP, or Dagster. Ask which product and agent I use, and whether I want local development tools or a connection to an existing workspace. Use the relevant official instructions: https://docs.prefect.io/v3/how-to-guides/ai/use-prefect-mcp-server, https://gofastmcp.com/llms.txt, or https://docs.dagster.io/getting-started/ai-tools/skills. Inspect existing configuration first. Explain the changes and ask before installing anything. Keep credentials out of chat. Verify setup without starting runs, publishing servers, or modifying remote resources.
Choose your product
Prefect connections
Runs, logs, and deployments from your agent.
Your agent
Prefect in Claude Code
Read flow runs and logs, and search Prefect docs from Claude Code.
Requirements
Claude Code with plugin support and a Prefect Cloud account.
Connection: Prefect plugin
Read full prompt
Help me install the official Prefect plugin in Claude Code. Read https://github.com/PrefectHQ/prefect-mcp-server for the current instructions. Check whether it is already installed before making changes. Explain the marketplace and plugin commands I need to enter, and guide me through Prefect Cloud sign-in without asking me to paste credentials into chat. After setup, list the workspaces you can access and ask which one to use. Do not run or modify workflows.
Prefect resources
Plugins
Claude Code and Codex
Install Prefect’s hosted MCP connection and agent instructions together.
MCP server
Flow runs, logs, and deployments
Let your agent look up flow runs, logs, and deployments. Supports Prefect Cloud and self-hosted setup.
CLI
Local installation and authentication
Install Prefect and authenticate from your terminal. Review commands that deploy or change resources.
Skills
Prefect development skills
Coming soonBuild MCP servers with your agent
Give your coding agent the FastMCP documentation, then use it to build and test MCP tools in Python.
Installation
Add FastMCP to your project
In an existing uv project, add the Python package. Check the installation guide for requirements and other package managers.
uv add fastmcpFastMCP documentation Connect the documentation MCP server
Add this URL in your agent’s MCP settings. This server searches FastMCP documentation; it does not connect the agent to your application’s data.
https://gofastmcp.com/mcpSet up FastMCP
The prompt covers the Python package and the documentation MCP server.
Read full prompt
Help me set up FastMCP in this project. Read https://gofastmcp.com/llms.txt and the current installation instructions. Check the Python environment, package manager, and existing dependencies first. Ask before installing anything or changing configuration. Help me connect the documentation MCP server at https://gofastmcp.com/mcp using my agent’s supported settings. Verify the installation locally without publishing a server or connecting production credentials.
FastMCP resources
Docs MCP
FastMCP documentation in your agent
Connect to FastMCP’s documentation server. This searches the docs, not your application’s data.
Documentation
API reference and llms.txt
Start with the documentation index so your agent can find the relevant APIs and guides.
Source
FastMCP on GitHub
Read the implementation, examples, and project updates in the official repository.
Use agents with Dagster
Install Dagster skills for development or connect an agent to your Dagster+ deployment through MCP.
Installation
Install Dagster skills
Follow Dagster’s skill installation instructions for your agent. The public repository contains guidance for working on Dagster projects.
Dagster skill installationConnect to Dagster+
The MCP server requires Dagster+ and is currently in beta. Choose the US or EU endpoint in the documentation and authenticate with OAuth. Its tools can change deployment state using your permissions; review actions before approving them.
Dagster+ MCP setupSet up Dagster
The prompt covers development skills and your Dagster+ MCP connection.
Read full prompt
Help me set up an agent for my Dagster project. Read https://docs.dagster.io/getting-started/ai-tools/skills and https://docs.dagster.io/getting-started/ai-tools/dagster-mcp. Check the project and existing agent configuration first. Ask which agent I use and whether I need local development skills, a Dagster+ connection, or both. For Dagster+, ask my region and guide me through sign-in without requesting secrets in chat. Get approval before installation. Verify access without launching runs or changing assets.
Dagster resources
Skills
Dagster project instructions
Give your coding agent Dagster-specific instructions for working in your project.
MCP server
Dagster+ workspace access
Authenticate with your region’s endpoint. The beta server can change deployment state; review actions before approving them.
For coding agents:Read the resource index
Installation guides
Commands, configuration, and authentication for each product.
Prefect guide 
FastMCP guide 
Dagster guide