Integrate Dify with Claude, Cursor, Chatbots & AI Agents MCP Server

Manage agentic workflows via Dify — send chat messages, track conversations, audit app parameters, and handle file uploads directly from any AI agent.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

action

Chat on Dify

Send a chat message

action

Feedback on Dify

Submit message feedback

get

Get parameters on Dify

Get app parameters

list

List conversations on Dify

List conversations

list

List messages on Dify

List messages in conversation

upload

Upload file on Dify

Upload a file

Security & Code Integrity Audit

Every tool in the Dify MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

A+Score: 100

How Vinkius protects your data

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

Absolutely. The 'upload_file' tool 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.

Can I audit what my AI agents are doing with this integration?

Yes, Vinkius provides an immutable, HMAC-chained audit log. Every tool execution, payload, and response is tracked in real-time on your dashboard, giving you complete visibility into your agent's actions.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

How does the AI access my passwords and credentials?

It simply doesn't. On Vinkius, your passwords, API keys, and login details are kept in a secure vault. The AI (like ChatGPT or Claude) merely "asks" Vinkius to perform the task. Vinkius opens the door, does the work, and hands the result back to the AI. Your credentials are never seen, read, or learned by the artificial intelligence.

How Chatbots Interact with Dify

We map standard API endpoints to agent-compatible instructions. Connect Dify to execute these core functional operations.

llmops & AI Execution

Connect Dify to provide your chatbots with llmops capabilities. The integration manages the backend execution for ai frontier workflows.

Managing agent orchestration inside Claude

The Dify connection gives ChatGPT direct access to agent orchestration tools. The integration handles the logic required for continuous ai frontier operations.