8 Best Dify Alternatives in 2026 (Open Source)
Dify — Production-ready platform for agentic workflow development. Unlike LangGraph (code-first orchestration), Dify offers a complete visual IDE combining workflow builder, RAG pipeline, prompt engineering, and production monitoring in one platform — the Vercel of LLM apps
Short answer
- Closest match to Dify: Langflow.
- Most actively developed: Langflow (842 commits in the last 90 days).
- Fastest growing: Langflow (+1,452 GitHub stars in the last 30 days).
- No commit in 6+ months: LLMStack, iX, AgentPilot and TaskingAI.
These 8 open-source tools do the same job. They are ordered by how closely they match Dify, with live GitHub data so you can see which projects are actively maintained.
| Tool | GitHub stars | Stars / 30d | Last commit |
|---|---|---|---|
| Dify(original) | 157.7k | +3,652 | 2026-10-02 |
| Langflow | 155.5k | +1,452 | 2026-10-01 |
| Flowise | 55.5k | +690 | 2026-08-13 |
| LLMStack | 2.3k | +2 | 2024-12-11 |
| Flock | 1.1k | +4 | 2026-07-06 |
| iX | 1.0k | 0 | 2024-03-03 |
| AgentPilot | 568 | +5 | 2025-05-15 |
| TaskingAI | 5.4k | +4 | 2024-10-31 |
| voltagent | 10.7k | +581 | 2026-09-28 |
1. Langflow
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
What sets it apart: Best visual builder for LLM workflows with direct MCP server deployment — more production-ready than Flowise with API-first architecture
Best for: Rapid prototyping of AI agent workflows with visual builder; Non-developers building LLM applications without coding
2. Flowise
Build AI Agents, Visually
What sets it apart: Easiest no-code AI agent builder with one-command setup (npx flowise start) — simpler than Langflow, targeting non-developers who want AI workflows without Python
Best for: Non-technical users building AI chatbots and RAG applications; Quick prototyping of LLM workflows with drag-and-drop
3. LLMStack
No-code multi-agent framework to build LLM Agents, workflows and applications with your data
What sets it apart: vs Flowise / Dify: no-code AI platform with multi-tenant support, built-in vector DB, and Slack/Discord integration — deploy AI agents from Google Drive/Notion data without writing code
Best for: Non-developers wanting to build AI agents and chatbots without coding; Teams needing multi-LLM chain workflows with data integration; Organizations wanting self-hosted AI platforms with multi-tenant support
4. Flock
Desktop multi-agent harness with visual workflows, built with Rust, Tauri, React, and langgraph-rust
What sets it apart: vs Dify/Flowise: native human-in-the-loop approval, subgraph nodes for modular reuse, and MCP protocol support for flexible tool integration
Best for: Teams building conversational AI with visual workflow design; Organizations needing human-in-the-loop agent workflows
5. iX
Autonomous GPT-4 agent platform
What sets it apart: vs LangChain/AutoGen: visual no-code drag-and-drop editor with native multi-agent orchestration and horizontal worker scaling — design complex agent workflows visually instead of writing code
Best for: Building custom multi-agent teams with visual no-code editor; Rapid prototyping of AI workflows without coding; Organizations needing self-hosted parallel agent execution at scale
6. AgentPilot
A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.
What sets it apart: vs ChatGPT/Claude desktop: local multi-agent workflow builder with graph-based design, 20+ LLM providers via LiteLLM, branching chats, and built-in multi-language code interpreter
Best for: Power users building complex multi-agent workflows on desktop; Developers wanting visual graph-based agent orchestration with code execution
7. TaskingAI
The open source platform for AI-native application development.
What sets it apart: It combines model access, tools, RAG, assistants, and conversation state in an open-source backend designed to move agents from prototyping to deployment.
Best for: Developers building LLM-based agents; Teams needing a backend service for AI applications; Multi-model applications
8. voltagent
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
What sets it apart: Full-stack TypeScript agent platform with built-in workflow engine, voice support, and observability console — more opinionated than Vercel AI SDK, more TypeScript-native than LangChain
Best for: TypeScript developers building production agent systems with observability; Multi-agent systems with workflow orchestration and voice capabilities
FAQ
- What are the best alternatives to Dify?
- The closest open-source alternatives to Dify are Langflow, Flowise and LLMStack, followed by Flock, iX and AgentPilot. They are ranked by how closely they match what Dify does.
- Which Dify alternative is the most popular?
- Langflow has the most GitHub stars among Dify alternatives, with 155,457 stars.
- Which Dify alternative is the most actively maintained?
- By recent activity, Langflow (842 commits in the last 90 days) is the most actively developed alternative.