# Dify

Platform for building AI applications, agents and workflows with your own data. Applications can be published as web apps or through APIs.

Canonical profile: https://agenten-kompass.mmeierhoff.chatgpt.site/en/agents/dify/
Editor: [Michael Meierhoff](https://agenten-kompass.mmeierhoff.chatgpt.site/en/about/)
Sources reviewed: 2026-10-09
Basis: provider documentation. Examples are editorial suggestions, not hands-on product tests.

## Overview

Dify provides the builder and runtime for custom AI applications. Agent nodes connect model-driven tool use to further workflow steps.

- Provider: LangGenius
- Product family: Dify
- Profile type: AI application and agent platform
- Environment: Managed Dify Cloud or Community Edition on your own infrastructure
- Connections: Model providers, knowledge sources, tool plugins, REST API and web apps
- Setup: Set up a workspace, connect model providers, and configure workflow, knowledge and tools
- Pricing model: Dify Cloud is billed per workspace; included message credits and allowances vary by plan. The self-hosted Community Edition has its own license terms.

## Operation & oversight

Operational details for this profile have not yet been researched.

## Provider

LangGenius, Inc. operates Dify Cloud and develops the Dify platform for AI applications. The Community Edition can be self-hosted; its license adds conditions for multi-tenant operation and visible branding to Apache 2.0.

- Operator: LangGenius, Inc.
- Organization: Company
- Website: https://dify.ai/
- Reviewed: 2026-10-09

- Repository: https://github.com/langgenius/dify
- GitHub-Stars: 157962 (2026-10-09)
- License: Dify Open Source License (Apache-2.0 mit zusätzlichen Bedingungen)

- Provider source: https://dify.ai/legal/privacy-policy

- Provider source: https://raw.githubusercontent.com/langgenius/dify/main/LICENSE

- Provider source: https://api.github.com/repos/langgenius/dify

## Prices and included usage

Pricing checked: 2026-10-09

Dify Cloud is billed per workspace; included message credits and allowances vary by plan. The self-hosted Community Edition has its own license terms.

### Sandbox

USD 0

One member, five apps, 200 message credits, 50 knowledge documents.

Price source: https://dify.ai/pricing

### Professional

USD 590/workspace/year; applicable taxes extra

Three members, 50 apps, 5,000 message credits/month.

Price source: https://dify.ai/pricing

### Team

USD 1,590/workspace/year; applicable taxes extra

50 members, 200 apps, 10,000 message credits/month.

Price source: https://dify.ai/pricing

### Community Edition

USD 0 software fee

Self-hosting within the Dify Open Source License.

Price source: https://dify.ai/pricing

Self-hosting adds infrastructure and, where applicable, model costs. OpenAI's price list is one example of separately billed model access: https://developers.openai.com/api/docs/pricing

Multi-tenant operation requires commercial authorization under the published license; visible branding is subject to additional conditions.

Pricing details: https://dify.ai/pricing

## Key features

### Run agents within workflows

An Agent node processes a task and passes results to subsequent steps.

Source: https://docs.dify.ai/en/cloud/use-dify/nodes/agent

### Retrieve your own knowledge

Knowledge bases supply context from processed documents to AI applications.

Source: https://docs.dify.ai/en/cloud/use-dify/knowledge/readme

### Configure model providers

Supported model providers and their credentials can be configured in the workspace.

Source: https://docs.dify.ai/en/cloud/use-dify/workspace/model-providers

### Publish as a web app or API

Publishing makes applications available through interfaces or API access.

Source: https://docs.dify.ai/en/cloud/use-dify/publish/README

### Inspect runs in logs

Logs show application interactions and help inspect executions.

Source: https://docs.dify.ai/en/cloud/use-dify/monitor/logs

### Visual application flows

Workflow and Chatflow combine processing, knowledge and tools into AI applications.

Source: https://docs.dify.ai/en/home

### Plugins and templates

Custom plugins add models and tools; the marketplace provides integrations and app templates.

Source: https://docs.dify.ai/en/home

### Applications as MCP servers

Dify apps can be published as tools for external MCP clients.

Source: https://docs.dify.ai/en/cloud/use-dify/publish/publish-mcp

## Requirements and limits

### Configure compatible models and tools

Requirement: The agent strategy needs a suitable model. External tools require credentials, descriptions and appropriate parameters.

Source: https://docs.dify.ai/en/cloud/use-dify/nodes/agent

### Account for the new Agent node being in beta

Limitation: The new Agent node is documented as beta for Workflow apps. Text variables are truncated to 2,000 characters when passed in; longer content can be passed as a file.

Source: https://docs.dify.ai/en/cloud/use-dify/nodes/agent

### Check the Dify license for your deployment

Requirement: The license is based on Apache 2.0 with additional conditions. Multi-tenant operation requires written authorization; frontend logos and copyright notices have specific requirements.

Source: https://raw.githubusercontent.com/langgenius/dify/main/LICENSE

### Enable MCP access explicitly

Requirement: The MCP server is disabled initially. Its generated URL contains credentials and must be treated like an API key.

Source: https://docs.dify.ai/en/cloud/use-dify/publish/publish-mcp

## Example workflows

### Prepare a support reply with knowledge

- Your input: Approved product documentation, customer question and desired output format.
- Possible result: A reply draft from a workflow with knowledge retrieval.
- What to check: Check references, answer completeness and handoff to the next step.

### Turn documents into structured results

- Your input: Document files, extraction task and defined output fields.
- Possible result: An agent task with results for downstream processing.
- What to check: Review file completeness, field values, execution logs and costs.

## Context

The new agent node is in beta and limited to Workflow apps. Multi-tenant operation and visible branding have additional license terms; MCP access is enabled explicitly.

Official Dify documentation and repository license reviewed on 9 October 2026. Classic and new Agent nodes have different capabilities. Examples are editorial; no installation was tested here.

## Sources

- https://docs.dify.ai/en/home

- https://docs.dify.ai/en/cloud/use-dify/nodes/agent

- https://docs.dify.ai/en/cloud/use-dify/knowledge/readme

- https://docs.dify.ai/en/cloud/use-dify/publish/README

- https://docs.dify.ai/en/cloud/use-dify/workspace/model-providers

- https://docs.dify.ai/en/cloud/use-dify/monitor/logs

- https://raw.githubusercontent.com/langgenius/dify/main/LICENSE

- https://dify.ai/pricing

- https://api.github.com/repos/langgenius/dify

- https://docs.dify.ai/en/cloud/use-dify/publish/publish-mcp

[Sources and method](https://agenten-kompass.mmeierhoff.chatgpt.site/en/sources/)
