Alternatives to Dify
30 tools that compete with or replace Dify. Ranked by direct product-type match — not generic category overlap.
Why people look for alternatives to Dify
The complaints that come up most often in public discussion — reviews, forums and community threads. Not our opinion, and not the vendor's marketing.
- Upgrade bugs have broken existing knowledge bases (e.g., 1.9.1→1.9.2)
- Supply chain incident (React2Shell) raises security concerns
- Complex workflow design can have a steep learning curve
- Confusion with n8n for automation use cases
Drawn from 62 mentions across 5 sources · researched Aug 15, 2026.
In fairness: users also consistently praise visual drag-and-drop builder speeds up ai workflow creation, and multi-llm support covers major providers like openai, anthropic, and deepseek. A complaint list is not a verdict — see the full picture on the Dify page.
Coze Studio
Coze Studio is a self-hosted, open-source AI agent builder with a visual workflow engine, RAG, and plugins.
Langflow
Visual low-code canvas for building AI agents, RAG pipelines, and MCP servers, deployable as an API or self-hosted.
Ruoyi Ai
Open-source, self-hosted AI assistant and agent framework with unified model routing, a full RAG chain, and local/remote MCP tooling.
AutoGen Studio
Free, open-source web UI for prototyping multi-agent AI workflows on AutoGen AgentChat — build agent teams without writing code.
Activepieces
Open-source AI automation where you describe a workflow in chat and get agents, tables, and 760+ app connections you can self-host.
Predibase
Predibase: managed fine-tuning and multi-LoRA serving for open-source LLMs, now inside Rubrik.
Agent.ai
No-code AI agents for HubSpot and CRM workflows, with a 19-action BuilderPack for HubSpot Agent Builder.
MarsX
Open-source dev platform that combines no-code, full-code, and AI with reusable full-stack MicroApps.
FastGPT
FastGPT is an open-source RAG platform and visual AI agent builder you can self-host, with SSO, RBAC, and LLM auditing.
Microsoft Power Automate
Microsoft Power Automate brings low-code cloud flows, desktop RPA, and AI Builder models under one governance roof.
Skyvern
Skyvern is an open-source AI browser agent that logs into portals, solves CAPTCHAs, handles 2FA, and returns structured data.
DB-GPT
Open-source agentic AI data assistant that writes SQL, runs code in a sandbox, and chats with your databases self-hosted
Dialog
Open-source, self-hosted RAG API from talkd.ai that runs any LLM over your own documents via Docker Compose.
Cryptohopper
Cloud crypto trading bot with Copy Bot mirroring, social signals and an MCP server that feeds live market data to AI agents.
Anakin.ai
Anakin.ai is a no-code AI platform for text, image, video and voice generation, workflows and batch automation.
Sight Machine
Agentic manufacturing platform that turns raw plant data into continuous production gains
Power Automate
Power Automate is Microsoft's low-code platform for cloud flows, desktop RPA, and AI-assisted process automation.
DataRobot
Enterprise agent workforce platform for building, operating, and governing AI agents across on-prem, hybrid, and multi-cloud environments.
Domo
Domo prepares governed data for AI agents, then layers BI dashboards, workflows, and embedded analytics on top of it.
ChatDev
ChatDev 2.0 (DevAll) is a free, Apache-2.0, zero-code platform for building multi-agent workflows from YAML or JSON config.
Cassidy
Cassidy builds no-code AI agents and multi-step workflows on your company documents, meetings, and CRM, with audit trails built in.
Lyzr
Lyzr's Opencontroller is an AI agent control plane to run, monitor and govern enterprise agents built on any framework.
Make
Make builds visual AI workflow automation with 3,500+ app integrations, routers, and shareable AI agents.
Gumloop
Build AI agents on a visual canvas, then talk to them in Slack, Teams, Gmail, or Outlook
Kore.ai
Kore.ai builds enterprise AI agents with runtime governance, voice CX, and employee-facing agent workflows
happycapy
Happycapy is a browser-based agent-native computer that runs tasks in a cloud sandbox and emails you the results.
Softr
Softr builds client portals, CRMs and internal tools from a prompt, with a built-in database, workflows and permissions
Mindflow
No-code hyperautomation and AI agents for enterprise ITOps, SecOps, and CloudOps teams running across 4,000+ integrations.
Crew AI
CrewAI is a governed build-and-runtime platform for multi-agent workflows, splitting a no-code Studio canvas for business teams from a code-first API for
Notable
Notable automates healthcare operations with AI agents for patient access, revenue cycle, care operations, and contact center teams.
Frequently asked questions
What are the best alternatives to Dify?
We currently list 30 alternatives to Dify: Coze Studio, Langflow, Ruoyi Ai, AutoGen Studio, Activepieces. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which Dify alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.