Dify MCP Server for Windsurf 6 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Dify through the Vinkius and Cascade will auto-discover every tool — ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Dify and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"dify": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Dify MCP Server
Connect your Dify.ai application to any AI agent and take full control of your LLM application development and agentic workflows through natural conversation.
Windsurf's Cascade agent chains multiple Dify tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 6 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Agentic Chat Orchestration — Commands the backend orchestrating absolute explicit strings sending chat messages seamlessly against standard Dify agents
- Conversation Navigation — Extracts explicitly attached array vectors representing company-wide conversation listings from your Dify project
- Message Auditing — Analyzes specific localized variables decoding active conversation message arrays to track historical interactions
- Structural Parameters — Extracts configuration limits mapping global explicit constraints inside the referenced Dify workspace
- Secure File Ingestion — Mutate explicit arrays directly transmitting local binaries mapped internally against standard Dify attachments securely
- Feedback Management — Submit message-level feedback (likes/dislikes) to instantiate absolute explicit CRM environments tracking AI performance
The Dify MCP Server exposes 6 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Dify to Windsurf via MCP
Follow these steps to integrate the Dify MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Dify
Open Cascade and ask: "Using Dify, help me..." — 6 tools available
Why Use Windsurf with the Dify MCP Server
Windsurf provides unique advantages when paired with Dify through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows — Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 6 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Dify + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Dify MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Dify and generate models, types, or handlers based on real API responses
Live debugging: query Dify tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Dify and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Dify data with Cascade's code generation to scaffold entire features in minutes
Dify MCP Tools for Windsurf (6)
These 6 tools become available when you connect Dify to Windsurf via MCP:
chat
Send a chat message
feedback
Submit message feedback
get_parameters
Get app parameters
list_conversations
List conversations
list_messages
List messages in conversation
upload_file
Upload a file
Example Prompts for Dify in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Dify immediately.
"Send a message to my Dify agent: 'Explain the benefits of RAG.'"
"List my recent Dify conversations for user 'admin_123'"
"Give a 'like' to message 'msg_789' in Dify"
Troubleshooting Dify MCP Server with Windsurf
Common issues when connecting Dify to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Dify + Windsurf FAQ
Common questions about integrating Dify MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Dify 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.
Connect Dify to Windsurf
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.