Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Toolcraft records 6,469 monthly visits with -29.9% growth and Free pricing.
Build, deploy, and govern production-ready agentic AI workflows
Open-source starter kit for building custom design apps with AI
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dify.ai | toolcraft.sh |
| Pricing Model | Freemium | Free |
| Monthly Visits | 819.69K (819,691) | 6.47K (6,469) |
| MoM Traffic Delta | -144.26K (-15%) | -2.76K (-29.9%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇮🇳 India (62.3%) |
| Direct Visits / mo | 470.6K | 3.28K |
| User Rating | 4.8 | 4.5 |
| 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.
Open-source starter kit for building custom design apps with AI
Start a new project with a single npx command and get an opinionated architecture that an AI agent can extend without losing structure.
Working canvas, toolbar, layer system, timeline and keyframe workflows are already wired up, so generated apps feel like real design tools rather than demos.
Sliders, colour palettes, gradient and curve editors, font pickers and more are included, covering the controls most creative tools need.
Embedded AI skills, performance instructions and visual testing rules help agents produce higher-quality, more consistent results and catch regressions.
Describe your idea in chat and Lovable turns it into a working app or website
Describe your idea in chat and Lovable turns it into a working app or website
Build working apps, websites, and AI agents by describing them
Build working apps, websites, and AI agents by describing them
Describe an app in chat and ship it
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Build websites and apps by chatting with AI in your browser
Build websites and apps by chatting with AI in your browser
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.
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-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Free / Open-sourceFree, open-source AI app builder that runs on your own machine
Free / Open-sourceFree, open-source AI app builder that runs on your own machine
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.
