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Reviewed by Shawn H. — Founder, AITrustList

Last verified MethodologyAI tools are ranked by traffic signals, not paid placement.

Dify logo

Dify

Visual platform for production-ready agentic workflows

AI AgentsOpen Source
FreemiumVerified Oct 2, 2026

Dify is a visual platform for building AI agents, RAG pipelines, and agentic workflows. Deploy on cloud, in your VPC, or self-host with Docker.

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Dify alternatives
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Pros & cons

Independently written by the AITrustList editorial team.

Pros

  • Visual no-code canvas makes agent and workflow logic accessible to non-developers
  • Open-source Community Edition with 157K+ GitHub stars and Docker one-command deploy
  • Three deployment options: managed Cloud, self-hosted Enterprise, or Community Edition
  • Built-in RAG pipeline covers ingestion, chunking, indexing, and retrieval testing
  • Plugin marketplace supports model providers, tools, and MCP integrations in one place
  • Enterprise tier includes SSO/SAML, RBAC, audit logs, SOC 2 Type II, and ISO 27001

+1 more pro not shown

Cons

  • Community Edition uses an Apache-2.0-derivative license, not a standard Apache 2.0 license
  • Enterprise pricing is not listed publicly and requires contacting the sales team
  • Dify Cloud cost scales with team size, storage, logs, and usage volume
  • Self-hosted deployment requires Docker and ongoing infrastructure management
  • No native mobile app; mobile use cases must rely on embeds or APIs
  • Advanced governance and compliance features are gated to the Enterprise tier

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Dify Pricing

Pricing and commercial details available on the current listing.

Pricing model
Freemium
Starting price
Free (Community Edition)
Pricing URLdify.ai

About Dify

What it is, how to use it, and the full listing description.

What is Dify?

Dify is a visual development platform for building, deploying, and monitoring production-ready AI agents, RAG pipelines, and agentic workflows on one collaborative canvas.

How to use Dify?

Open a new workflow in the Workflow Studio, drag in visual nodes for prompts, knowledge retrieval, tools, and logic branches, configure an agent or knowledge base from the side panel, then publish the result as a web app, API endpoint, embed, or MCP-compatible tool.

Core features of Dify

  • Visual Workflow Studio with prompt, tool, decision, and human-input nodes
  • Agent builder with skills, tools, memory, and reusable agent nodes
  • RAG Knowledge Pipeline for ingesting, chunking, indexing, and testing documents
  • Plugin marketplace with model providers, tools, data sources, and MCP integrations
  • Multi-format publishing as web app, API, embed, or MCP-compatible tool
  • Built-in monitoring with logs, feedback, annotations, latency, and usage analytics

Target audience of Dify

AI DevelopersDevelopersEnterprisesStartupsProduct Managers

Use cases of Dify

  • #1Build customer-support or internal Q&A agents backed by a document knowledge base
  • #2Automate multi-step business workflows that combine LLMs, tools, and human review
  • #3Create RAG search pipelines over enterprise files, websites, and cloud drives
  • #4Rapidly prototype and publish AI chatbots as web apps or API endpoints
  • #5Orchestrate AI agents, RPA steps, and audit workflows for regulated industries

Dify is a visual platform for building production-ready agentic workflows. It combines a no-code Workflow Studio, an Agent builder, a RAG Knowledge Pipeline, and a Plugin marketplace on one collaborative canvas.

Teams use visual building blocks and AI prompts to define how an app thinks, retrieves data, makes decisions, calls tools, requests human input, and completes tasks. The logic stays visible for testing, debugging, and handoff. Agents can be built by chatting or configured manually, then embedded as a node inside a larger workflow.

The Knowledge Pipeline ingests files, websites, online documents, and cloud drives, then extracts, chunks, indexes, and tests retrieval before connecting to agents or workflows. A plugin marketplace adds model providers, tools, data sources, and MCP integrations that teams can reuse across apps.

Finished apps can be published as hosted web apps, API endpoints, embeds, or MCP-compatible tools, with logs, feedback, annotations, latency, and usage data for monitoring and iteration.

Dify ships in three flavors: Dify Cloud (managed SaaS), Dify Enterprise (self-hosted in your VPC with SSO/SAML, RBAC, audit logs, SOC 2 Type II, ISO 27001), and Community Edition (source-available, Apache-2.0-derivative license, 157K+ stars on GitHub, single-command Docker deploy).

Dify Website Traffic Analysis

Traffic and engagement metrics for dify.ai.

Visit Over Time

Dify had 1.0M monthly visits in the latest recorded month. It is currently tracked in the AI Agents category on AITrustList.

Monthly Visits1.0M
Avg. Visit Duration07:35
Page per Visit5.03
Bounce Rate39.06%
Sep 2025 - Aug 2026 All Traffic

Geography

Top 5 Regions

📍China
52.60%
📍Japan
10.86%
📍United States
7.91%
📍Singapore
3.60%
📍Hong Kong
2.42%
Sep 2025 - Aug 2026 Desktop Only

Traffic Sources

Direct
54.67%
Organic Search
30.82%
Referrals
10.12%
Organic Social
1.83%
GenAI
1.73%
Paid Search
0.38%
Mail
0.31%
Display Ads
0.13%
Affiliate
0.00%
Paid Social
0.00%
Sep 2025 - Aug 2026 Worldwide Desktop Only

AI Referral Traffic

ChatGPT
42.9%
Google Gemini
11.9%
Sep 2025 - Aug 2026 AI Engine Share Trends

Top Keywords

KeywordTrafficCost Per Click
dify156.8K$ 1.45
dify ai7.2K$ 5.36
firecrawl385.0K$ 1.81
dify官网1.6K--
dify ログイン1.1K--

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FAQ from Dify

Questions and answers included with this listing.

What is Dify?

Dify is a visual platform for building production-ready agentic workflows, including AI agents, RAG pipelines, and multi-step AI apps, on one collaborative canvas.

How can I deploy Dify?

Dify offers three deployment options: Dify Cloud (managed SaaS), Dify Enterprise (self-hosted in your VPC or on-premises), and Community Edition (self-hosted with Docker).

Is Dify open source?

The Community Edition is source-available under an Apache-2.0-derivative license, with 157K+ stars on GitHub and single-command Docker deployment.

What compliance certifications does Dify have?

Dify Enterprise is built around SOC 2 Type II and ISO 27001 controls, supports SSO/SAML and RBAC, and the platform is GDPR-ready.

Can I publish apps built in Dify outside the platform?

Yes. Workflows and agents can be published as hosted web apps, API endpoints, embeds, or MCP-compatible tools, with logs and monitoring included.