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Connect Dify to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Run and manage Dify agents directly from your chat interface.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 6 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 6 available through Dify.

  1. 01

    List conversations

    This capability pulls a list of your existing Dify conversations. Use it to see recent interactions within your project.

  2. 02

    Upload file

    This capability handles file transfers to Dify. It maps your local files to Dify attachments so your agents can process them.

  3. 03

    Feedback

    This capability submits likes or dislikes for specific messages. It feeds directly into your Dify performance tracking.

Capability set02 / 02

04-06

3 capabilities in this set.

Part of 6 available through Dify.

  1. 04

    Get parameters

    This capability fetches the configuration and constraints of your Dify workspace. Use it to check app limits and settings.

  2. 05

    List messages

    This capability retrieves the message history for a specific conversation. It helps you audit exactly what was said in a session.

  3. 06

    Chat

    This capability sends a chat message to your Dify agent. It allows you to trigger specific agentic responses through your AI client.

Real work

What teams actually run

01

Agent Debugging

Test how your Dify agent responds to specific prompts while you are coding in Cursor or VS Code.

02

Data Ingestion

Upload documents to a Dify agent to test RAG retrieval capabilities instantly.

03

Log Monitoring

Check recent conversation history to verify how users are interacting with your deployed apps.

04

Performance Tuning

Submit feedback on specific messages to help refine your agent's accuracy.

Automate a task

Put Dify to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Dify works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Dify to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

898ms average. Fast in production.

Dify is checked daily against the live service.

Daily averagePeak 961ms
Oct 5Today
Fastest day
687ms
Slowest day
961ms
14-day trend
Stable+3%

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

Guided setup for Claude? Set up Dify in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Dify owners hand off.

This MCP is built for technical teams managing LLM-based applications and automated workflows.

  • 01

    AI Developers

    They use it to debug RAG pipelines and agents without switching windows.

  • 02

    Automation Engineers

    They manage conversation flows and file uploads using natural language.

  • 03

    Ops Teams

    They audit conversation logs and manage workspace constraints through chat.

FAQ

Questions Dify owners ask.

  • 01

    How do I connect my Dify account?

    You need your Dify API URL and an Application-specific API Key. You can find these in your Dify App under the API Access section.

  • 02

    Which AI clients can I use with this MCP?

    You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 03

    Can I upload files to my Dify agents?

    Yes, you can use the upload capability to send local files directly to your Dify attachments.

  • 04

    Does this work with any Dify application?

    It works with any Dify application that you have the API credentials for.

  • 05

    Can I see previous chat history?

    Yes, you can list conversations and then list the specific messages within those conversations to see the history.

  • 06

    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.

  • 07

    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.

  • 08

    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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