Bring Dify
to OpenAI Agents SDK
Create your Vinkius account to connect Dify.AI SDK to OpenAI Agents SDK and start using all 14 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Dify.AI SDK MCP Server?
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
- Publish your App (Chatbot or Workflow) on Dify
- Navigate to your app's API Access section and generate an API API Key
- 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
Built-in capabilities (14)
Send 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
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 14 tools from Dify.AI SDK through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Dify.AI SDK, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
- —
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Dify.AI SDK in OpenAI Agents SDK
Why run Dify.AI SDK with Vinkius?
The Dify.AI SDK connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 14 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Dify.AI SDK using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Dify.AI SDK and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Dify.AI SDK to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Dify.AI SDK for OpenAI Agents SDK
Every request between OpenAI Agents SDK and Dify.AI SDK is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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).
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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