
Automate work across thousands of apps — no code required
Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. TaskMagic records 0 monthly visits with -100% growth and Freemium pricing.

Describe it in plain English and automate any app or website
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | make.taskmagic.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819.69K (819,691) | 0 (0) |
| MoM Traffic Delta | -144.26K (-15%) | -298 (-100%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🌐 Global (—) |
| Direct Visits / mo | 470.6K | 0 |
| User Rating | 4.8 | 4.2 |
| Supported Platforms | Website | Website |

Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

Describe it in plain English and automate any app or website
Describe what you want automated in everyday language, then review the step-by-step plan and approve it before anything runs.
Automate any site you can open in Chrome, including scraping, form filling, clicking, and navigation, even when no API exists.
Connect thousands of apps such as Google Sheets, Gmail, Slack, Stripe, HubSpot, and Salesforce to move data automatically.
Run automations on a schedule, on a trigger, or on demand, either locally through the desktop app or in TaskMagic Cloud.

Automate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

AI agents that run recurring business work for your team
AI agents that run recurring business work for your team

Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you
Turn one prompt into live business apps, AI agents and automated workflows

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Build, share, and control AI agents that actually do the work
Build, share, and control AI agents that actually do the work
Free / Open-sourceOpen-source AI automation that unifies agents, flows and 770+ app integrations
Free / Open-sourceOpen-source AI automation that unifies agents, flows and 770+ app integrations

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.