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A curated list of Workflow Automation Software, Engines and Tools

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Feb 25, 2026

What is Workflow Automation?

• Classic iPaaS — Connect SaaS apps with triggers and actions (Zapier, Make)

• AI-augmented automation — Workflows with LLM steps that reason and adapt (n8n AI agents, Make AI Grid)

• Agentic AI platforms — Autonomous agents with memory, planning, and tool use (OpenClaw, Lindy)

• Multi-agent systems — Teams of specialized AI agents collaborating (CrewAI, AutoGen)

• Browser automation agents — AI that navigates the web like a human (Browser-Use, Skyvern)

• AI coding agents — Autonomous software engineers (Claude Code, Devin, Cursor)

• MCP ecosystem — Standardized protocol for connecting AI to any tool or data source

• 85% of enterprises plan to adopt AI agents (McKinsey 2025)

• AI agent market reached $7.6B in 2025, projected at 49.6% annual growth through 2033

• 85%+ of developers now regularly use AI coding tools

🔗 Classic Automation & iPaaS

• Zapier — Review — The most widely used automation platform. 8,000+ app integrations, AI Copilot, AI Agents, MCP support, and Chatbots. Trusted by 3M+ businesses.

• Make — Review — Powerful visual canvas for building multi-step automations with branching logic and conditional flows. AI Grid for agent orchestration.

• n8n — Review — Open-source (fair-code) automation platform for developers and teams. 400+ integrations, native AI agent nodes, LLM support, self-hostable. 176K+ GitHub stars.

• ActivePieces — Review — Open-source Zapier alternative. 492+ integrations, AI SDK for custom agents, visual builder, MCP server support, TypeScript-extensible.

• Automatisch — Review — Open-source self-hosted Zapier alternative.

• Huginn (⭐49k) — Review — Self-hosted agents that monitor the web and automate tasks on your own server.

• IFTTT — Review — Simple automation for web services, IoT, and smart devices. 1,000+ integrations.

• Pipedream — Review — Developer-first automation. 2,800+ integrations, MCP server with 10,000+ tools, AI agent builder with natural language support.

• Workato — Review — Intelligent enterprise automation. Recipes, real-time sync, AI suggestions, on-prem agent, low-code + custom code.

• Tray.io — Review — Enterprise-grade low-code automation builder with AI orchestration.

• Automate.io — Review — Integrate apps and automate business workflows.

• Albato — No-code automation platform for connecting apps without technical expertise.

• Node-RED — Low-code event-driven programming for IoT and workflow automation. Open-source, browser-based flow editor.

• Parabola — Review — No-code automation for data workflows — pull, transform, and send data without code.

• Tallyfy — Review — Automate workflows, approvals, and SOPs for teams.

• Kissflow — Low-code platform with AI natural language workflow creation and predictive workflow optimization.

☁️ Hosted / No-Code Agent Builders / 🦞 Awesome OpenClaw Resources

• Lindy — Deploy AI agents for sales, ops, recruiting, and email. Goal-based configuration rather than trigger-action rules. HubSpot, Gmail, Slack, Notion integrations.

• Gumloop — Visual AI-first canvas. Nodes + subflows + templates for common AI automations. 1,000 free credits on signup.

• Relay.app — Approvals, human-in-the-loop flows, and a clean UI. Used by teams at Cursor, Ramp, and Motion.

• Wordware — Natural language agent builder. Teams build and share agents without code.

• Relevance AI — No-code multi-agent platform. Build, collaborate on, and deploy agent workforces.

• Stack AI — Visual builder → internal app or API. Templates for support, sales, policy Q&A. Enterprise governance with role-based access and audit history.

• Agentforce (Salesforce) — Salesforce's agentic AI platform. Deploy AI agents directly inside Slack as virtual teammates.

🧠 AI-Powered Automation Platforms

• Latenode — Build AI Agents and Integrate with Apps & APIs. 300+ integrations, JavaScript support, visual builder, messenger automation (WhatsApp, Telegram, LinkedIn).

• Taskade — Review — AI-powered workflow automation with custom agents, real-time collaboration, and project management.

• Dify — Open-source LLM app development platform. Visual drag-and-drop workflow builder, RAG pipeline, knowledge base, multi-trigger support. 58,000+ GitHub stars.

• Voiceflow — Build, test, and deploy conversational AI agents and voice workflows for any channel.

• Automateo — Create LLM-based workflows that produce consistent, structured AI outputs.

• Dreamlit AI — AI email agent that turns database events into automated email workflows.

• Sintra AI — A team of specialized AI helpers for marketing, customer support, sales, recruiting, and data analysis.

• Agent Builder — Review — Build your own custom AI assistants with OpenAI's no-code Agent Builder.

🏠 Self-Hosted & Local AI Agents

• OpenClaw (⭐228k) ⭐ — Your own personal AI assistant. Runs locally on any OS. Connects to WhatsApp, Telegram, Slack, Discord, Signal, iMessage, Microsoft Teams, Matrix, and more. Uses natural language — no predefined workflows needed. Features browser control, cron jobs, voice via ElevenLabs, multi-agent routing, Canvas workspace, and a public skill registry (ClawHub (⭐20k)) with 5,700+ community skills. Privacy-first. MIT license.

• Openwork (⭐8.9k) — MIT-licensed open alternative to Anthropic's Cowork with multi-LLM support for browser automation.

🏠 Self-Hosted & Local AI Agents / 🦞 Awesome OpenClaw Resources

• Awesome OpenClaw Skills (⭐20k) — Community registry of 5,700+ skills for OpenClaw

• OpenClaw Workflow Guide — Practical workflows: GitHub PR automation, WhatsApp AI digest, cron jobs

• Self-Hosted OpenClaw Setup — Full deployment walkthrough

• OpenClaw vs n8n & ChatGPT — How it compares to other tools

🏢 Enterprise AI Automation / 🦞 Awesome OpenClaw Resources

• UiPath — Leading enterprise RPA + AI platform. Combines bots, AI, and process mining at scale.

• Automation Anywhere — Enterprise intelligent automation. AI agents + bots for large-scale operations.

• ServiceNow — Enterprise service workflows with agentic AI for HR, IT, and customer support.

• Microsoft Power Automate — Review — Enterprise automation within the Microsoft 365 ecosystem. AI Builder, cloud flows, and desktop flows.

• IBM watsonx.ai — Enterprise AI platform for building and deploying agents adapted to org-specific data.

• Appian — Low-code process automation for enterprise workflows.

Multi-Agent Orchestration / 🦞 Awesome OpenClaw Resources

• CrewAI (⭐44k) ⭐ 32K+ stars — Role-based multi-agent framework. Agents collaborate like a team, each with a defined role. Minimal setup, works without LangChain. Popular for customer service and marketing automation.

• LangChain (⭐127k) ⭐ 90K+ stars — The foundational LLM framework. Tools, memory, retrieval, agents, chains. Vast ecosystem and wide adoption.

• LangGraph (⭐25k) ⭐ 10K+ stars — Graph-based stateful multi-agent orchestration from LangChain. Build cyclical, precise agent workflows with full control over state.

• AutoGen (Microsoft) (⭐55k) ⭐ 35K+ stars — Conversational multi-agent framework. Agents collaborate, iterate, and execute with minimal human input. Popular in academic and training environments.

• OpenAI Agents SDK (⭐19k) ⭐ 11K+ stars — Lightweight Python SDK for multi-agent workflows. Provider-agnostic (100+ LLMs), built-in tracing and guardrails. Released March 2025.

• Google ADK — Google's Agent Development Kit. Modular framework integrating with Gemini and Vertex AI. Released April 2025.

• Mastra — TypeScript-native agent framework. Workflows, memory, RAG, and integrations built for JavaScript teams.

• SmolAgents (Hugging Face) (⭐26k) ⭐ 10K+ stars — Minimal Python library for powerful agents. Uses code execution as the primary agent action rather than JSON tool calls.

• PydanticAI ⭐ 7K+ stars — Agent framework built on Pydantic. Type-safe, structured LLM outputs and actions. Natural fit for FastAPI developers.

• Semantic Kernel (Microsoft) (⭐27k) ⭐ 22K+ stars — SDK for integrating LLMs into .NET, Python, and Java applications. Enterprise-ready agentic workflows.

• Swarms (⭐5.8k) ⭐ 4K+ stars — Framework for orchestrating large swarms of AI agents for enterprise automation at scale.

• SuperAGI (⭐17k) ⭐ 15K+ stars — Open-source autonomous AI agent framework with GUI, performance telemetry, and a tools marketplace.

• MetaGPT (⭐64k) ⭐ 44K+ stars — Multi-agent software company simulation. Assigns product manager, engineer, and QA roles to automate entire development workflows from a single natural language requirement.

LLM App & RAG Builders / 🦞 Awesome OpenClaw Resources

• Dify (⭐130k) ⭐ 58K+ stars — Open-source LLM app platform. Workflow builder, RAG, knowledge base management, code nodes, agent mode. Enterprise edition with SOC2 compliance.

• Langflow (⭐145k) ⭐ 42K+ stars — Visual builder for LLM apps and MCP servers. Python-based, 100+ integrations, strong RAG pipeline support. Backed by DataStax.

• Flowise (⭐49k) ⭐ 30K+ stars — Drag-and-drop LLM flow builder using LangChain. Chatflow, Agentflow, and Assistant builders. 100+ model and vector DB integrations.

• LlamaIndex (⭐47k) ⭐ 36K+ stars — Data framework for LLM apps. Best-in-class RAG pipelines, retrieval, and observability/evals.

• Haystack (deepset) (⭐24k) ⭐ 18K+ stars — Python LLM framework for production RAG and agent pipelines. Maximum developer control.

• Botpress ⭐ 12K+ stars — Open-source chatbot and conversational AI platform. Multi-channel deployment and no-code flow builder.

• Rasa ⭐ 18K+ stars — Enterprise open-source conversational AI. CALM architecture separates language understanding from business logic. Trusted by American Express.

• Rivet ⭐ 3K+ stars — Visual programming environment for creating and debugging AI agent pipelines with a node graph UI.

• OpenWebUI (⭐125k) ⭐ 50K+ stars — Feature-rich local web interface for LLMs (Ollama, OpenAI-compatible). Agent and workflow support.

• Sim Studio — Open-source visual builder for AI agent simulations and workflows.

Specialized Agent Libraries / 🦞 Awesome OpenClaw Resources

• Mem0 (⭐48k) — Persistent memory layer for AI agents. Remembers users, preferences, and past interactions across sessions and tools.

• Agno (Phidata) (⭐38k) — Framework for building multimodal agents with memory, knowledge, tools, and reasoning.

• Firecrawl — Web data layer for AI agents. Search the web, navigate pages, and extract structured data from any website. Used inside OpenClaw and many agent stacks.

• ZenML (⭐5.2k) — MLOps + LLMOps framework. Manages the production lifecycle of agents — the "outer loop" that LangChain and CrewAI leave unaddressed.

AI Browser Agents / 🦞 Awesome OpenClaw Resources

• Browser-Use (⭐79k) ⭐ 60K+ stars — Open-source Python library. Makes websites accessible to AI agents using a DOM + Vision hybrid approach. Works with Claude, GPT, Gemini, and local Ollama models. MIT license.

• Skyvern (⭐21k) ⭐ 10K+ stars — Vision LLM-based browser automation. Playwright-compatible SDK plus a no-code workflow builder. Best for form fills, logins, downloads, and RPA-style tasks.

• Stagehand ⭐ 5K+ stars — AI-native Playwright wrapper. Adds LLM reasoning on top of deterministic Playwright scripting. Built and maintained by Browserbase.

• Playwright MCP (⭐28k) ⭐ 10K+ stars — Microsoft's MCP server for AI-controlled browser automation. Uses the accessibility tree (Snapshot Mode) — no screenshots needed, fast and deterministic.

• Perplexity Comet — Consumer AI browser (Chromium-based). Autonomous navigation, form filling, email and calendar management, voice control. Launched July 2025.

Browser Infrastructure / 🦞 Awesome OpenClaw Resources

• Browserbase — Gold standard browser infrastructure for AI agents. Persistent sessions, stealth mode, session recordings, Playwright and Puppeteer compatible. Raised $40M Series B at $300M valuation (June 2025). Processed 50M+ sessions in 2025.

• Apify — Full web automation platform. Cloud actors, proxy management, scheduling, and an official MCP server for AI agent integration.

• Steel — Open-source browser infrastructure built specifically for AI agents.

• Hyperbrowser — AI-native browser platform combining natural language commands with Playwright reliability. YC-backed.

💻 AI Coding Agents & IDEs / 🦞 Awesome OpenClaw Resources

• Claude Code — Anthropic's agentic coding tool. Deep codebase understanding, multi-file edits, terminal integration, and MCP support. Available in VS Code, JetBrains, terminal, and browser. Consistently rated highest for complex reasoning, debugging, and architectural changes.

• Cursor — AI-native IDE (VS Code fork). The most broadly adopted AI coding tool among individual developers. Semantic codebase indexing, multi-file agent mode, and inline edits.

• GitHub Copilot — Microsoft's AI coding assistant. Agent mode, Copilot Workspace for issue-to-PR flows, and the strongest enterprise IP indemnity in the market.

• Windsurf — Agentic IDE with Cascade agent and persistent memory across sessions. Acquired by Cognition (makers of Devin) in 2025.

• Devin — The most autonomous coding agent available. Plans, codes, tests, and deploys in its own cloud sandbox with a shell, editor, and browser. Goldman Sachs uses hundreds of instances internally.

• Cline (⭐58k) — Open-source agentic coding assistant for VS Code. BYOK (bring your own key), full shell access, and MCP support.

• Aider — Open-source terminal coding agent. Git-integrated pair programming that works with any LLM. Excellent for open-source codebases.

• Amazon Q Developer — AWS-native AI coding assistant. Deep AWS integration, security scanning, and code transformation features.

• Kiro (AWS) — AWS's agentic IDE with dual spec-driven and vibe-coding modes. Differentiates through DevOps automation. Launched mid-2025.

• Trae (ByteDance) — Free VS Code-based IDE with unlimited Claude and GPT-4o access. Builder Mode for automated project generation.

• Augment Code — The first AI coding assistant to achieve ISO/IEC 42001 certification for AI management systems.

🔌 MCP (Model Context Protocol) / 🦞 Awesome OpenClaw Resources

• Nov 2024 — MCP public release by Anthropic

• Nov 2025 — MCP 2025-11-25 spec: async Tasks, OAuth 2.1, enterprise governance

• Dec 2025 — MCP donated to the Linux Foundation (AAIF), co-founded by Anthropic, Block, and OpenAI

Core MCP Resources / 🦞 Awesome OpenClaw Resources

• MCP Specification — Official protocol spec and documentation

• MCP Official Servers (⭐79k) — Reference implementations: GitHub, Google Drive, Slack, databases, browsers, and more

• MCP TypeScript SDK (⭐12k) — Official TypeScript SDK for building MCP servers and clients

• MCP Python SDK (⭐22k) — Official Python SDK

• Awesome MCP Servers (⭐82k) — Community-curated list of 500+ MCP servers

Platforms with MCP Support / 🦞 Awesome OpenClaw Resources

• Claude / Claude.ai — MCP client; connect any MCP server to Claude

• OpenClaw — MCP via the skills and tools ecosystem

• Zapier — MCP server; call Zaps from any AI agent

• n8n — MCP server support built in

• Make — MCP server option

• Cursor — MCP client

• Claude Code — MCP client; extend coding workflows with external services

• Pipedream — MCP server with 10,000+ tools

• Playwright MCP — Browser automation accessible via MCP

• Langflow — Build and deploy MCP servers visually

📊 Data Pipeline & Workflow Orchestration / 🦞 Awesome OpenClaw Resources

• Apache Airflow — Industry-standard open-source platform for authoring, scheduling, and monitoring data workflows. Python-based DAGs.

• Prefect — Modern Python workflow orchestration. Better developer experience than Airflow with strong observability.

• Temporal — Durable workflow execution platform. Handles retries, timeouts, and long-running distributed workflows reliably.

• Windmill — Open-source platform for building workflows, data pipelines, cron jobs, and scripts from code.

• Dagster — Data orchestration built around software-defined assets. Strong observability and testing support.

• Kestra — Open-source declarative workflow orchestration. YAML-based, 500+ plugins, cloud-native.

• Apache Kafka — Distributed event streaming platform. Foundation for real-time data pipelines and event-driven automation.

📋 Project Management with Automation / 🦞 Awesome OpenClaw Resources

• ClickUp — Review — All-in-one project management with powerful automations and AI features.

• Asana — Project management with a no-code AI agent builder for automating workflow stages from intake to reporting.

• Airtable — Review — Spreadsheet-database hybrid with automated workflows and AI features.

• Smartsheet — Review — Collaborative work management with automation, AI-assisted formulas, and integrations.

• Wrike — Review — Project management with customizable workflow automation and an AI work assistant.

• Notion — All-in-one workspace with AI writing assistant and workflow automation via integrations.

• Monday.com — Work OS with no-code automations, AI-powered features, and 200+ integrations.

🗺️ Visual Mapping & Diagramming / 🦞 Awesome OpenClaw Resources

• Lucidchart — Review — Visual workflow mapping, flowcharts, and diagramming. AI-assisted diagram generation.

• Miro — Collaborative online whiteboard with workflow visualization and AI features.

• draw.io — Free, open-source diagramming for workflows, architecture diagrams, and flowcharts.

Workflow Automation / 🦞 Awesome OpenClaw Resources

• When to Use RPA vs Workflow Automation — UiPath

• 7 AI Workflow Automation Trends — Kissflow

• Best AI Workflow Automation Tools — n8n Blog

• 10 Best AI Automation Platforms — Lindy

AI Agents / 🦞 Awesome OpenClaw Resources

• Best AI Agents — DataCamp

• The AI Agent Revolution — Medium

• 13 Best AI Agent Builders — MarketerMilk

• AI Agentic Frameworks: Complete Guide

• r/AIAgents

• r/LangChain

• OpenClaw Discord — See repo for invite link

• CrewAI Community

• Dify Community

OpenClaw / 🦞 Awesome OpenClaw Resources

• OpenClaw: Self-Hosted AI Agent Guide — Contabo

• OpenClaw Workflow Automation — Dev Shorts

• Meet OpenClaw — VPSBG

MCP / 🦞 Awesome OpenClaw Resources

• What is MCP? — Google Cloud

• MCP Nov 2025 Spec Update — WorkOS

• MCP on Wikipedia

• MCP Prompts for Workflow Automation — MCP Blog

Browser Automation / 🦞 Awesome OpenClaw Resources

• Best Browser Agents — Firecrawl

• Browser-Use: Open-Source AI Agent for the Web — InfoWorld

• Playwright MCP Guide 2025 — Medium

• Browser-Use Documentation

• Skyvern Documentation

• Stagehand Guide

AI Coding Agents / 🦞 Awesome OpenClaw Resources

• Best AI Coding Agents — Faros AI

• Rise of AI Coding Agents: Vibe Coding — Programming Helper

• Claude Code vs Cursor — Bannerbear

📂 Resources & Directories / 🦞 Awesome OpenClaw Resources

• 📊 AI Coding Agent Benchmarks — SWE-Bench leaderboard, pricing, real user reviews

• 🦞 Awesome OpenClaw Skills — 5,700+ community skills for OpenClaw

• 🔌 MCP Servers Registry — Official MCP server implementations

• 🔌 Awesome MCP Servers — Community list of 500+ MCP servers

• 🤖 AI Agentic Frameworks Guide — Comprehensive framework comparison

• 📦 Product Hunt: AI Agent Automation — Latest AI agent launches

• 🌐 Firecrawl Blog — Browser agent guides and web automation news

📘 Books / 🦞 Awesome OpenClaw Resources

• Building LLM Powered Applications

• AI Engineering: Building Applications with Foundation Models (Chip Huyen, 2025)

Automation Platforms / 🦞 Awesome OpenClaw Resources

• Power Automate: Beginner's Guide

AI Agents & Frameworks / 🦞 Awesome OpenClaw Resources

• CrewAI Documentation & Quickstart

• LangChain Academy

• LangGraph Tutorials

• AutoGen Documentation

• Dify Documentation

• OpenAI Agents SDK Quickstart

AI Coding / 🦞 Awesome OpenClaw Resources

• Claude Code Documentation

• Cursor Documentation

• Aider Documentation

• r/cursor

• r/ClaudeAI

• Cursor Forum

• Cline Community

🤝 Contributing / 🦞 Awesome OpenClaw Resources

• Actively maintained (updated within the last 12 months)

• Clear documentation, community, or commercial backing

• Genuinely fits one of the listed categories — not general-purpose AI assistants

Jul 14, 2025

Workflow Automation / 🦞 Awesome OpenClaw Resources

• Workflow Automation Articles — The Productivity Blog

• Zapier Automation Basics

📘 Books / 🦞 Awesome OpenClaw Resources

• Automate It with Zapier and Generative AI

• Hyperautomation: A Business Guide to Navigating the Future

• The Art of Automation: A Guide to Using Automation to Enhance Business Performance

Automation Platforms / 🦞 Awesome OpenClaw Resources

• Zapier YouTube Channel

• n8n Academy

• Make Tutorials

📂 Resources & Directories / 🦞 Awesome OpenClaw Resources

• 🔧 Productivity Tools Directory — Best productivity and automation apps

• 📰 The Productivity Blog — Tutorials, reviews, and automation guides

• ✉️ Productivity Newsletter — Weekly top tools and hacks

Automation / 🦞 Awesome OpenClaw Resources

• r/NoCode

• r/Zapier

• n8n Community Forum

• Makerpad

• Automators Forum

Jul 07, 2024

📘 Books / 🦞 Awesome OpenClaw Resources

• Automate This: How Algorithms Came to Rule Our World

Mar 13, 2024

📘 Books / 🦞 Awesome OpenClaw Resources

• Workflow Automation with Microsoft Power Automate