Track Awesome Workflow Automation Updates Daily
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.
- 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.
- 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.
- 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
- Asana — Project management with a no-code AI agent builder for automating workflow stages from intake to reporting.
- Smartsheet — Review — Collaborative work management with automation, AI-assisted formulas, and integrations.
- 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
- 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
- OpenClaw Discord — See repo for invite link
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 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
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
- AI Engineering: Building Applications with Foundation Models (Chip Huyen, 2025)
Automation Platforms / 🦞 Awesome OpenClaw Resources
AI Agents & Frameworks / 🦞 Awesome OpenClaw Resources
AI Coding / 🦞 Awesome OpenClaw Resources
🤝 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
📘 Books / 🦞 Awesome OpenClaw Resources
- 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
📂 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
Jul 07, 2024
📘 Books / 🦞 Awesome OpenClaw Resources
Mar 13, 2024
📘 Books / 🦞 Awesome OpenClaw Resources