Dify.AI SDK MCP Server
Trigger and orchestrate Dify AI workflows, agents, and chatbots programmatically.
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What is the Dify.AI MCP Server?
The Dify.AI MCP Server gives AI agents like Claude, ChatGPT, and Cursor direct access to Dify.AI via 14 tools. Trigger and orchestrate Dify AI workflows, agents, and chatbots programmatically. Powered by the Vinkius - no API keys, no infrastructure, connect in under 2 minutes.
Built-in capabilities (14)
Tools for your AI Agents to operate Dify.AI
Ask your AI agent "Check my recent Dify conversations and tell me the name of the last one." and get the answer without opening a single dashboard. With 14 tools connected to real Dify.AI data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by the Vinkius - your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you access to thousands of MCP servers - and you can deploy your own to the Vinkius Edge. Your AI agents only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure and security, zero maintenance.
Build your own MCP Server with our secure development framework →Vinkius works with every AI agent you already use
…and any MCP-compatible client
Dify.AI SDK MCP Server capabilities
14 toolsSend a chat message to a Dify Application
Delete a Dify conversation
Get application meta data configuration
Get historical messages of a specific Dify conversation
List recent conversations for a user
Use after receiving a chat response. Get next suggested questions for a message
Get basic App information
Get required application parameters
Rename a Dify conversation
Execute a Dify Workflow application
Returns the full generated text. Send a text completion request to a Dify completion app
Only supported for streaming mode responses. Stop an in-progress chat message generation
Submit feedback (like/dislike) for a message
Upload a file via URL for multimodal understanding
What the Dify.AI SDK MCP Server unlocks
Connect your Vinkius agents directly to Dify.AI, the leading open-source LLM app development platform. With 10 exposed tools, you can execute complex Dify workflows, send messages to specialized chatbots, retrieve session histories, and submit model feedback for RLHF.
What you can do
- Agent Chat — Send messages to published Dify chatbots and track conversations
- Workflows — Trigger background Dify workflows with dynamic JSON parameters
- Session Management — Rename, fetch, or delete conversation histories
- Audit & Feedback — Programmatically submit 'like/dislike' ratings to improve model tuning
How it works
1. Publish your App (Chatbot or Workflow) on Dify
2. Navigate to your app's API Access section and generate an API API Key
3. Set the Base URL to https://api.dify.ai/v1 (for cloud) or your own instance.
Who is this for?
- LLM Developers — Integrate multi-agent orchestration by letting Vinkius agents call Dify-specialized workflows
- Product Teams — Monitor interactions and automate RLHF pipelines via feedback endpoints
Frequently asked questions about the Dify.AI SDK MCP Server
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 Dify.AI SDK with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Give your AI agents the power of Dify.AI MCP Server
Production-grade Dify.AI SDK MCP Server. Verified, monitored, and maintained by Vinkius. Ready for your AI agents — connect and start using immediately.