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How to give a Dify agent tools from MCP servers and the marketplace with Dify

Describe an agent, connect tools or MCP servers, and use it as a chat app or a step inside a workflow.

Short answer: Create an agent and describe what it should do; then give it skills and connect tools from Dify Marketplace, MCP servers or your own APIs; test it as a chat app. All steps.

Who it is forA builder who wants an agent that can run commands and use tools without risking the host.

The problemAgents that touch files and software need a safe place to run.

The outcomeAn agent with its own sandbox and the tools you chose, callable from chat or a workflow.

What you need first

  • Docker and Docker Compose v2.24.0 or later for self-hosting
  • A machine with at least 2 CPU cores and 4 GiB RAM
  • API keys for the model providers you use

Steps

  1. Create an agent and describe what it should do
  2. Give it skills and connect tools from Dify Marketplace, MCP servers or your own APIs
  3. Test it as a chat app
  4. Drop it into a workflow as one step and watch runs in the observability view

Prompt for your agent

Build a langgenius/dify agent that <task>, connect the <MCP server or tool>, test it in chat, then add it as a step in a workflow that <workflow>. List every tool it can call.

Caveat.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for langgenius/dify and "Give a Dify agent tools from MCP servers and the marketplace"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

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