
SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software
Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Magick records 299 monthly visits with 0% growth and Freemium pricing.

Build and deploy AI agents visually with a node-based, open-source IDE
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | magickml.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819.69K (819,691) | 299 (299) |
| MoM Traffic Delta | -144.26K (-15%) | +299 (0%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇹🇷 Türkiye (100%) |
| Direct Visits / mo | 470.6K | 125 |
| User Rating | 4.8 | 4.3 |
| 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.

Build and deploy AI agents visually with a node-based, open-source IDE
Compose agent logic by dragging, dropping, and connecting nodes on a canvas, so complex branching behaviour stays readable without writing glue code.
Attach GPT-4, Claude, or open-source models to the same workflow and compare outputs to pick the best fit for each task.
Ingest and analyse documents and datasets so agents can summarise content and answer questions from embedded domain knowledge.
Deploy the same agent to Discord bots, Unreal Engine NPCs, Google AI services, or your own APIs through built-in connectors.

SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software
SpecialistGoogle's agent-first development platform for building and shipping software with AI agents
SpecialistGoogle's agent-first development platform for building and shipping software with AI agents
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
Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.
Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.
SpecialistNo-code builder for custom AI agents and workflows
SpecialistNo-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.

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.
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.

Build, automate and publish AI agents without starting from scratch

Free / Open-sourceOpen-source workspace to build, deploy and govern AI agents