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Dify

Open-source LLM app platform you can self-host for free

AI Agents & AutomationAI-NativeMCPAPI

Overview

Dify is an open-source platform for building LLM-powered workflows, chatbots, and agents — self-hostable with no vendor lock-in, or available as a managed cloud service. Its RAG pipeline handles document ingestion, chunking, and embedding with minimal configuration, making it practical for knowledge-base-driven content applications. Any workflow you build can be published as a REST API or exposed as a standard MCP server for downstream AI clients.

Key Features

  • Visual agentic workflow builder with branching and loops
  • Built-in RAG pipeline for document knowledge bases
  • Support for 100+ LLMs including GPT, Claude, Llama, and Mistral
  • One-click REST API publishing for any workflow or chatbot
  • Native MCP server export for any built workflow or agent