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Tool

E2B

bylanggenius

·5,423 installs

Tool for integration with e2b.dev.

PaddleOCR plugin provides several capabilities from PaddleOCR, including text recognition, document parsing, and more

The next generation of real-time intelligent search engine for AI provides multi-channel and full-network content in a user-friendly format for your applications.

A plugin that allows you use alipay tools

Current OpenAI language, embedding, moderation, and audio models.

OpenRouter is a powerful platform that provides access to a diverse set of language models, including both commercial and open-source options.

a collection of subscription and paid tools

OceanBase database query tool.

AgentQL API integration for web data extraction.

Brave Search offers programmatic web search capabilities, providing private, high-quality search results in various formats with comprehensive sources and an intuitive structure.

Models provided by Ant Group, such as Ling-3.0-flash, Ling-2.6-1T, and Ring-2.6-1T.

Extension

Agora Conversational AI

byplutoless

·8,830 installs

The Agora Conversational AI extension enables developers to build voice assistants powered by Dify Agent.

Data visualization based on LLM and natural language interaction.

An intelligent data analysis tool based on LLM and natural language interaction, featuring built-in data query and data visualization, as well as report generation capabilities.

TTS tools provided by Fish Audio.

AI-friendly hyper application platform for no-code enterprise applications and hyper-automation workflows

A connector that connects kintone application with Dify

Tool

Oracle Database Query

bylanggenius

·4,378 installs

Connect to Oracle database and execute SQL queries using Thin Mode.

Connect to Oracle database and execute SQL statements.

PPIO is a cloud infrastructure provider offering a wide range of AI model services and cost-effective GPU computing services.

SiliconFlow provides access to various models (LLMs, text embedding, reranking, STT, TTS), configurable via model name, API key, and other parameters.

Tool

Cloudsway Smartsearch

bycloudsway

·399 installs

A Dify tool plugin that integrates with the remote Cloudsway intelligent search API to provide web search functionality.

A powerful AI-native search engine and web content extraction tool that provides highly relevant search results and raw content extraction from web pages.

Build Dify applications using Weaviate for Vector, Generative search and more

Apify is the largest marketplace of tools for web scraping, automation, and data for AI.

Bocha is a Chinese search engine for AI, you can get enhanced search details from billions of web documents, including weather, news, wikis, healthcare, train tickets, images, and more.

Real-time web search for AI agents powered by Octen. Fast, fresh, and relevant — search the web with ultra-low latency and get LLM-ready results.

AI-powered web automation that turns natural language into browser actions

Save signed records of selected workflow actions in Asqav and check them later. Connect with your Asqav API key and agent ID.

Programmable inbox for Atomic Mail in Dify Agent and Workflow apps. Register or connect credentials, read and send mail, and use JMAP escape-hatch calls. Use the Help tool and README for setup details, and after register configure hourly inbox polling as an Agent turn.

OpenAI-compatible serverless models on the Qubrid AI Platform.

SkillWard is a Skill & MCP Security Scanner that identifies potential risks before AI Agent Skills and MCP projects are published or deployed. Beyond static analysis and LLM evaluation, it executes suspicious Skills in isolated Docker sandboxes, replacing uncertain warnings with runtime evidence.

Designed specifically for downstream tasks of large language models (LLMs), this service can recognize text from documents or images and intelligently restore the reading order of the content, outputting a standardized Markdown format. It supports OCR recognition across more than 10 common document layouts and over 52 languages, enabling LLMs to more efficiently utilize document content in scenarios such as understanding, generation, and question answering.

Tool

Document OCR - TextIn

byintsig-textin

·2,996 installs

xParse is designed for LLM downstream tasks, accurately recognizes content in PDF/Word/Excel/images and converts to standard formats (markdown, json). Excels at complex document understanding and restoration. Free 1000 pages/day for developers.

Generate licensed music, video soundtracks, and frame-accurate sound effects with the Sonilo API. Bring your own Sonilo API key.

Shisa AI models for Japanese and English LLM, speech recognition, and speech synthesis.

Search across the web, X, YouTube, and Scholar with AISA APIs.

Top 20 Models

Top 20 most installed models

Official DeepSeek models with reasoning, tool calling, and native vision in V4.1 Flash.

Volcengine Ark (Endpoint)

bylanggenius

·1,161,243 installs

Call Volcengine Ark endpoints (Endpoint ID) from Dify. Supports LLM, text embedding, and speech-to-text.

Model

OpenAI-API-compatible

bylanggenius

·1,160,304 installs

Model providers compatible with OpenAI's API standard, such as LM Studio or llama.cpp Service.

Current OpenAI language, embedding, moderation, and audio models.

Models provided by Tencent Hunyuan, such as hunyuan-standard, hunyuan-standard-256k, hunyuan-pro, hunyuan-role, hunyuan-large, hunyuan-large-role, hunyuan-turbo-latest, hunyuan-large-longcontext, hunyuan-turbo, hunyuan-vision, hunyuan-turbo-vision, hunyuan-functioncall and hunyuan-lite.

SiliconFlow provides access to various models (LLMs, text embedding, reranking, STT, TTS), configurable via model name, API key, and other parameters.

Google's Gemini model.

Anthropic's powerful models.

Azure OpenAI Service Model

OpenRouter is a powerful platform that provides access to a diverse set of language models, including both commercial and open-source options.

Minimax AI models for LLM, text embedding, and text-to-speech

Embedding and Rerank Model Supported

Model

Text Embedding Inference

bylanggenius

·147,157 installs

A blazing fast inference solution for text embeddings models.

Models provided by ModelScope

The models of Amazon Bedrock

vllm provider for extra_body support https://docs.vllm.ai/en/latest/serving/openai_compatible_server.html#id5

Featured

GitHub is an online software source code hosting service.

Finance, and Yahoo! get the latest news, stock quotes, and interactive chart with Yahoo!

Weather query toolkit based on Open Weather

An intelligent data analysis tool based on LLM and natural language interaction, featuring built-in data query and data visualization, as well as report generation capabilities.

Wikipedia is a free online encyclopedia, created and edited by volunteers around the world.

Social

Tool

ECharts Chart Generator

bylanggenius

·107,456 installs

ECharts Chart Generator is a tool for generating statistical ECharts charts like bar chart, line chart, pie chart, etc.

Local Private Mind Map Generator: Generate beautiful mind maps from Markdown or AI-summarized text with center, horizontal and free layouts, supporting watermarks.

Latest

Execute SQL, inspect table schemas and turn natural language into SQL on MySQL, PostgreSQL, SQLite, SQL Server and Oracle. Connections are pooled and reused per database, and idle engines are disposed automatically, so sessions no longer leak after each run.

Use GPTZZZ models in Dify over an OpenAI-compatible API at a fixed endpoint, with a predefined catalog and support for any catalog model ID.

Search global news in natural language with Webz.io. Semantic ranking plus filters for date, country, language, category, sentiment, ticker, and more.

Plan-and-Execute agent strategy: generates a structured step-by-step plan first, then executes with tool awareness; automatically replans when a step fails or results deviate from the plan. Supports streaming output, parallel step execution, file input, and execution metadata reporting.

Run ComfyUI workflows in the cloud. AI image generator, AI video generator and LoRA training on GPU, with Seedance, Wan, FLUX, LTX and Seedream model discovery.

Generate an image from a prompt, or edit a photo without losing the face — with no API key and no account. Runs on Kavel's anonymous endpoint (https://www.kavel.ai), so the plugin works the moment it is installed. Text to image, and image to image edits that keep the same face, skin and lighting. Anonymous output is 1K and watermarked; the tools say so rather than letting a workflow discover it.

Create branded short links with Linkly, look them up, and read click analytics by date, country, platform, referrer and UTM tag.

OpenCode Go model provider. Access curated open coding models via the OpenCode Zen Go gateway ($10/month subscription).

Search tool plugins

A powerful AI-native search engine and web content extraction tool that provides highly relevant search results and raw content extraction from web pages.

A tool for performing a Google SERP search and extracting snippets and webpages.Input should be a search query.

SearchApi is a robust real-time SERP API delivering structured data from a collection of search engines including Google Search, Google Jobs, YouTube, Google News, and many more.

A privacy-focused search engine.

Serply.io is a robust real-time SERP API delivering structured data from a collection of search engines including Web Search, Jobs, News, and many more.

A free internet metasearch engine.

ArXiv, https://arxiv.org.

Image & Video

Tools related to generating or processing images and videos.

ComfyUI is a tool for generating images which can be deployed locally.

Chart Generator is a tool for generating statistical charts like bar chart, line chart, pie chart, etc.

The SiliconFlow plugin provides current image generation, image editing, and video generation tools.

Activating humanity's potential through generative AI

Stable Diffusion is a tool for generating images which can be deployed locally.

Image

Tool

AntV Visualization Chart

byantv

·37,225 installs

A dify plugin for generating visual charts, wrapped based on AntV visualization solutions, supporting 25+ common types of visual charts. It allows users to create various types of charts through dify tools.

Gemini Image Generation and Editing

TongYi AIGC: Supports full-featured image and video generation using the latest Alibaba Tongyi models (HappyHorse1.1, wan2.7, qwen-image2.0, Z-image, wan2.6,wan2.5, wan2.2, and wanx2.1).

A tool for generating QR code (quick-response code) image.

Convert your PNG and JPG images to SVG vectors quickly and easily. Fully automatically. Using AI.

GetImg API integration for image generation and scraping.

Image

Tool

Doubao Image and Video Generator

byallenwriter

·15,112 installs

Doubao Image/Video API integration for AI image generation by Volcengine.

Seedream AIGC: Supports full-featured image and video generation across the series, powered by the latest Doubao Dream models (Seedance-2.5, Seedance-2.0, Seedance-2.0-mini, Seedream-5.0 Pro/Lite, Seedream-4.5, Seedream-4.0, Seedance-1.5-pro and Seedance-1.0-pro-fast).

The image/video generation API provided by ZhipuAI, support cogview and cogvideox models.

Process and convert video and audio files using FFmpeg. Provides tools for getting video information, converting formats, trimming, compressing and extracting audio.

Innovative AI for Image Generation

Image

Productivity

Tool

Qwen Text2Image & Image2Image

bywwwzhouhui

·8,942 installs

AI text-to-image and image-to-image generation plugin powered by ModelScope Qwen-Image

Get transcripts from YouTube videos

An image generation plugin for the Dify platform, supporting text-to-image conversion, sketch refinement, and automated creative poster generation.

Tool

Nano Banana2 Text2Image

bywwwzhouhui

·1,498 installs

AI text-to-image generation plugin powered by Juxin API with Gemini 3 Pro Image Preview model

Kling AIGC: Support full-generation and editing operations for images and videos, using the latest Kling models (3-Omini, O1, kling-v3, kling-v2.6, and kling-v2.5).

Data

Plugins for data crawling and processing.

Tools for processing JSON content using jsonpath_ng

Your Search Foundation, Supercharged!

Firecrawl API integration for web crawling and scraping.

A tool for regex extraction.

Database Query Utils.

Base64 conversion from / to Base64 text with plain text, binary files, image files

A series of text processing tools, including regular expression extraction, text replacement, hash calculation, encoding and decoding, word count.

AgentQL API integration for web data extraction.

Turn Files Into Data

OCR, parse and convert PDF, Office and image files into Markdown, JSON or tables.

MinerU is a tool that converts FILES into machine-readable formats (e.g., markdown, JSON), allowing for easy extraction into any format. MinerU was born during the pre-training process of InternLM. We focus on solving symbol conversion issues in scientific literature and hope to contribute to technological development in the era of large models.https://github.com/opendatalab/MinerU

Export Markdown to DOCX, PPTX, XLSX, PDF, PNG, SVG, HTML, IPYNB, CSV, JSON, JSONL, XML files, Jira wiki markup, and extract code blocks to Python, Bash, JS and etc files.

Tools for processing PDF content

A tool to convert Excel to Json and vice versa.

Convert Markdown text to Microsoft Word DOCX documents

Tools for extracting text and images from Excel workbooks (.xlsx/.xls)

Python tool for converting files and office documents to Markdown.

Agents & MCP

Agent strategies, MCP and A2A — let your agent discover and call external tools.

Agent Strategy

Dify Agent Strategies

bylanggenius

·715,785 installs

Dify official Agent strategies collection

Agent

Agent Strategy

Agent Strategies (Support MCP Tools)

byjunjiem

·142,321 installs

Agent strategies collection that provide Function Calling and ReAct (Support MCP SSE / StreamableHTTP fetch and call tools).

Tool

MCP SSE / StreamableHTTP

byjunjiem

·118,481 installs

Fetch and call tools by MCP protocol through HTTP with SSE or Streamable HTTP transport.

An agent strategy with MCP tool calls and common function calls.

An advanced dialogue agent optimized for conversational scenarios

make dify's workflow as a MCP server

Extension

OpenAI Compatible Dify App

bylanggenius

·41,882 installs

Convert your Dify app's API to OpenAI compatible API

Tool

MCP Config During Use

byarrenxxxxx

·10,880 installs

Adaptive use of the MCP protocol to discover and call tools via Streamable Http or SSE transport, configured when used.

Utilities

Build Your Knowledge Base

Chunk, embed and connect data sources to build RAG on Dify.

General text chunking mode, the chunks retrieved and recalled are the same.

Parent-child Chunk Structure

GitLab Project Datasource - Access projects, issues, merge requests, and files

Google Drive Datasource

Jina Reader Datasource

RAG

Tool

Milvus Vector Database

byzeroz-lab

·6,075 installs

Complete Milvus vector database integration for Dify applications with collection management, vector search, data operations, and more

Talk to Your Database

Query and analyse SQL, NoSQL and vector databases in natural language.

Database Query Utils.

Fetching data from the database using natural language.

This tool is used to execute SQL and text2sql in an existing database.

The fastest way to get actionable insights from your database just by asking questions.

Database Query Assistant, let Dify connect to your database, understand your database, help you generate SQL and execute queries.

Redis tools plugin for Dify, provide Redis SET and GET functions, Redis Cluster mode is supported too.

Provide workflow nodes with the ability to read and write databases.

Utilities

Tool

Database to knowledge

bymajinkai

·10,395 installs

Write the database metadata into the dify knowledge.

Utilities

Work With Your Team

Bring Slack, Notion, Outlook, Jira and your mail into your Dify apps.

Tool

bylanggenius

·53,401 installs

A tool for sending emails with SMTP support, including attachments, CC, and BCC.

Comprehensive Notion integration allowing you to search, retrieve, create, and update pages, databases, and comments directly from your Dify applications. Query databases with filters, manage database properties, and organize your Notion workspace efficiently.

Connect to Microsoft Excel 365 for spreadsheet operations

Interact with Slack - send and manage messages, channels, users, reactions and files via the Slack Web API, or post via an Incoming Webhook.

Integrate Microsoft Outlook with Dify - read, send and organize email, and manage calendar events.

Jira is a software product developed by Atlassian that allows bug tracking, issue tracking and agile project management.

Feishu Spreadsheet, requires the following permissions: sheets:spreadsheet.

Feishu base, requires the following permissions: bitable:app.

Productivity

Social

Tool

Feishu Cloud Document

bylanggenius

·102,930 installs

Feishu cloud document, requires the following permissions: docx:document、drive:drive、docs:document.content:read.

Feishu Task, requires the following permissions: task:task:write、contact:user.id:readonly.

Productivity

Social

Discover. Extend. Build

Discover. Extend. Build

Discover. Extend. Build

See what builders are installing

Excel Analysis

Self-Refine Agent Strategy

Hermes Agent Chat

Discover. Extend. Build

See what builders are installing

Excel Analysis

Self-Refine Agent Strategy

Hermes Agent Chat