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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Dify with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Manage agentic workflows via Dify. send chat messages, track conversations, audit app parameters, and handle file uploads directly from any AI agent.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 6 capabilities

The complete Dify capability set.

These are the exact actions your AI can choose when you ask it to work with Dify.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 6 available through Dify.

  1. 01

    List conversations

    List conversations

  2. 02

    Upload file

    Upload a file

  3. 03

    Feedback

    Submit message feedback

Capability set02 / 02

04-06

3 capabilities in this set.

Part of 6 available through Dify.

  1. 04

    Get parameters

    Get app parameters

  2. 05

    List messages

    List messages in conversation

  3. 06

    Chat

    Send a chat message

Observed, not estimated

847ms average. Fast in production.

Dify is checked daily against the live service.

Daily averagePeak 1179ms
Aug 20Today
Fastest day
687ms
Slowest day
1179ms
14-day trend
Slowing+19%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 6 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Dify, so you can see the experience inside your AI.

It does not authenticate your account with Dify. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Dify Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_japnlGmGhAFBWRHzAOFr37lXXjOa1PP2IgY6J8VD/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Dify capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "dify-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_japnlGmGhAFBWRHzAOFr37lXXjOa1PP2IgY6J8VD/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Dify owners ask.

  • 01

    Can my agent interact with a specific Dify application via chat?

    Yes. When you provide the Application API Key, the agent uses the 'chat' mutation to send your query directly to that Dify agent. It returns the AI response within your current chat context, allowing for seamless integration.

  • 02

    How do I retrieve the conversation history from my Dify project?

    Use the 'list_conversations' capability. Your agent will pull the explicitly attached array vectors representing your conversation listing. You can then use 'list_messages' with a specific ID to see the detailed interactions.

  • 03

    Can I upload files to my Dify agents through this server?

    Absolutely. The 'upload_file' capability allows you to transmit local binaries securely. The agent maps these files internally against standard Dify attachments, making them available for your Dify agents to process.

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