Can I use this with a self-hosted Dify instance?

Yes. You can set the Base URL to your own instance instead of the Dify cloud URL.

What AI clients can use this MCP?

Any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

How do I trigger a workflow?

You use the run_workflow capability and provide the necessary parameters defined in your Dify app.

Does this support image inputs?

Yes, you can use the upload_file capability to provide a URL for multimodal processing.

Can I manage my conversation history?

Yes, you can list, rename, fetch, or delete conversations using the session management capabilities.

Does this work with self-hosted Dify?

Yes, simply replace the Base URL credential with your own domain (e.g. https://dify.mycompany.com/v1).

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Connect Difyai SDK 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 complex Dify workflows through your AI client.

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.

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.

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 · 14 capabilities

We ship only the actions that matter.

Capability set01 / 04

01-04

4 capabilities in this set.

Part of 14 available through Dify.AI.

01
Run workflow
This capability executes a Dify Workflow application using provided parameters.
02
Get suggested questions
This capability retrieves a list of suggested follow-up questions. You should call this after receiving a chat response.
03
Get conversation messages
This capability fetches the historical messages from a specific Dify conversation.
04
Get workflow parameters
This capability identifies the specific parameters required to run a workflow.

Capability set02 / 04

05-08

4 capabilities in this set.

Part of 14 available through Dify.AI.

05
Rename conversation
This capability renames an existing Dify conversation to keep your history organized.
06
Send completion
This capability sends a text completion request to a Dify completion app. It returns the full generated text response.
07
Stop chat generation
This capability halts an active chat message generation. This only works when using streaming mode responses.
08
Upload file
This capability uploads a file using a URL. It enables multimodal understanding for your Dify apps.

Capability set03 / 04

09-11

3 capabilities in this set.

Part of 14 available through Dify.AI.

09
Submit feedback
This capability submits a like or dislike rating for a specific message. It's used to provide feedback for model tuning.
10
Chat message
This capability sends a chat message to a specific Dify Application.
11
Get app meta
This capability retrieves the configuration and metadata for a Dify application.

Capability set04 / 04

12-14

3 capabilities in this set.

Part of 14 available through Dify.AI.

12
Get conversations
This capability lists the most recent conversations associated with a user.
13
Get workflow info
This capability pulls basic information about a specific Dify application.
14
Delete conversation
This capability removes a Dify conversation from your history.

Real work

What teams actually run

Multi-Agent Orchestration

An agent uses a Dify workflow to perform a specialized task like data extraction before continuing a conversation.

Automated Feedback Loops

A product team uses the feedback capabilities to collect user ratings and feed them back into the training pipeline.

Contextual Chatbots

An agent retrieves past conversation messages from Dify to maintain continuity in a long-running session.

Workflow Automation

A developer triggers background Dify workflows to process files or data without manual intervention.

Automate a task

Put Dify.AI 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.AI 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.

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

You don't need a client to put Dify.AI 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

950ms average. Fast in production.

Dify.AI is checked daily against the live service.

Daily averagePeak 1118ms

Oct 3Today

Fastest day: 754ms
Slowest day: 1118ms
14-day trend: Stable0%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 14 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.AI, so you can see the experience inside your AI.

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

Dify.AI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_esFwQvD1BTqmueeHwIOlGHPDJ8Oq0FzvLe2J4jkV/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Dify.AI capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "difyai-sdk-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_esFwQvD1BTqmueeHwIOlGHPDJ8Oq0FzvLe2J4jkV/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.AI in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Dify.AI owners hand off.

This MCP is built for developers and product teams working within the Dify ecosystem.

01
LLM Developers
They hand off multi-agent orchestration tasks to Dify-specialized workflows.
02
Product Teams
They use the feedback capabilities to automate RLHF pipelines and monitor user interactions.
03
AI Engineers
They connect existing Dify app logic to more advanced agentic clients.

FAQ

Questions Dify.AI owners ask.

01
Can I use this with a self-hosted Dify instance?
Yes. You can set the Base URL to your own instance instead of the Dify cloud URL.
02
What AI clients can use this MCP?
Any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
03
How do I trigger a workflow?
You use the run_workflow capability and provide the necessary parameters defined in your Dify app.
04
Does this support image inputs?
Yes, you can use the upload_file capability to provide a URL for multimodal processing.
05
Can I manage my conversation history?
Yes, you can list, rename, fetch, or delete conversations using the session management capabilities.
06
Does this work with self-hosted Dify?
Yes, simply replace the Base URL credential with your own domain (e.g. https://dify.mycompany.com/v1).

Explore

More in Developer Apis

Connect Dify.AI to Claude, Cursor, ChatGPT & more

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

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Run workflow

Get suggested questions

Get conversation messages

Get workflow parameters

05-08

Rename conversation

Send completion

Stop chat generation

Upload file

09-11

Submit feedback

Chat message

Get app meta

12-14

Get conversations

Get workflow info

Delete conversation

What teams actually run

Multi-Agent Orchestration

Automated Feedback Loops

Contextual Chatbots

Workflow Automation

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

Dify.AI Connector

Claude Desktop

LLM Developers

Product Teams

AI Engineers

Can I use this with a self-hosted Dify instance?

What AI clients can use this MCP?

How do I trigger a workflow?

Does this support image inputs?

Can I manage my conversation history?

Does this work with self-hosted Dify?

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