Dify MCP Server
Manage agentic workflows via Dify — send chat messages, track conversations, audit app parameters, and handle file uploads directly from any AI agent.
Vinkius AI Gateway supports streamable HTTP and SSE.
Works with every AI agent you already use
…and any MCP-compatible client
Dify MCP Server: see your AI Agent in action
Built-in capabilities (6)
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
What this connector unlocks
Connect your Dify.ai application to any AI agent and take full control of your LLM application development and agentic workflows through natural conversation.
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
How it works
1. Subscribe to this server
2. Enter your Dify API URL and Application-specific API Key (found in your Dify App > API Access)
3. Start managing your agentic workflows from Claude, Cursor, or any MCP-compatible client
Who is this for?
- AI Developers — test and debug Dify agents and RAG pipelines without leaving the development environment
- Automation Engineers — manage conversations and upload attachments to Dify apps using natural language
- Product Teams — monitor agent performance and verify application parameters in real-time
- Ops Teams — audit conversation logs and manage Dify workspace constraints through the chat
Frequently asked questions
Give your AI agents the power of Dify
Access Dify and 2,000+ MCP servers — ready for your agents to use, right now. No glue code. No custom integrations. Just plug Vinkius AI Gateway and let your agents work.
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