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awesome-workflow-automation

A curated list of Workflow Automation Software, Engines and Tools
https://github.com/dariubs/awesome-workflow-automation

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🧩 Agent Frameworks & Dev Libraries

LLM App & RAG Builders

  • Dify - source LLM app platform. Workflow builder, RAG, knowledge base management, code nodes, agent mode. Enterprise edition with SOC2 compliance.
  • Langflow - based, 100+ integrations, strong RAG pipeline support. Backed by DataStax.
  • Flowise - and-drop LLM flow builder using LangChain. Chatflow, Agentflow, and Assistant builders. 100+ model and vector DB integrations.
  • LlamaIndex - in-class RAG pipelines, retrieval, and observability/evals.
  • Haystack (deepset)
  • Botpress - source chatbot and conversational AI platform. Multi-channel deployment and no-code flow builder.
  • Rasa - source conversational AI. CALM architecture separates language understanding from business logic. Trusted by American Express.
  • Rivet
  • OpenWebUI - rich local web interface for LLMs (Ollama, OpenAI-compatible). Agent and workflow support.
  • Sim Studio - source visual builder for AI agent simulations and workflows.

Multi-Agent Orchestration

  • CrewAI - 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
  • LangGraph - based stateful multi-agent orchestration from LangChain. Build cyclical, precise agent workflows with full control over state.
  • AutoGen (Microsoft) - agent framework. Agents collaborate, iterate, and execute with minimal human input. Popular in academic and training environments.
  • OpenAI Agents SDK - agent workflows. Provider-agnostic (100+ LLMs), built-in tracing and guardrails. Released March 2025.
  • Google ADK
  • Mastra - native agent framework. Workflows, memory, RAG, and integrations built for JavaScript teams.
  • SmolAgents (Hugging Face)
  • PydanticAI - safe, structured LLM outputs and actions. Natural fit for FastAPI developers.
  • Semantic Kernel (Microsoft) - ready agentic workflows.
  • Swarms
  • SuperAGI - source autonomous AI agent framework with GUI, performance telemetry, and a tools marketplace.
  • MetaGPT - agent software company simulation. Assigns product manager, engineer, and QA roles to automate entire development workflows from a single natural language requirement.

Specialized Agent Libraries

πŸ€– AI Agent Platforms

🏒 Enterprise AI Automation

☁️ Hosted / No-Code Agent Builders

  • Relevance AI - code multi-agent platform. Build, collaborate on, and deploy agent workforces.
  • Stack AI - based access and audit history.

🏠 Self-Hosted & Local AI Agents

πŸ’» AI Coding Agents & IDEs

Browser Infrastructure

  • Claude Code - 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.
  • GitHub Copilot - to-PR flows, and the strongest enterprise IP indemnity in the market.
  • Devin
  • Cline - source agentic coding assistant for VS Code. BYOK (bring your own key), full shell access, and MCP support.
  • Aider - source terminal coding agent. Git-integrated pair programming that works with any LLM. Excellent for open-source codebases.
  • Amazon Q Developer - native AI coding assistant. Deep AWS integration, security scanning, and code transformation features.
  • Kiro (AWS) - driven and vibe-coding modes. Differentiates through DevOps automation. Launched mid-2025.
  • Trae (ByteDance) - based IDE with unlimited Claude and GPT-4o access. Builder Mode for automated project generation.
  • Augment Code
  • Windsurf
  • Windsurf

🧠 AI-Powered Automation Platforms

  • Agent Builder - builder)* β€” Build your own custom AI assistants with OpenAI's no-code Agent Builder.
  • Lindy
  • Gumloop - first no-code workflow canvas. Visual nodes + flows + subflows. Used by teams at Cursor and Ramp.
  • Relay.app - in-the-loop approvals. Clean UI, great for non-technical teams.
  • Latenode
  • Taskade - powered workflow automation with custom agents, real-time collaboration, and project management.
  • Dify - source LLM app development platform. Visual drag-and-drop workflow builder, RAG pipeline, knowledge base, multi-trigger support. 58,000+ GitHub stars.
  • Voiceflow
  • Dreamlit AI
  • Sintra AI
  • Wordware
  • Automateo - based workflows that produce consistent, structured AI outputs.

Articles

πŸ“ Articles & Guides

AI Agents

AI Coding Agents

Browser Automation

MCP

Workflow Automation

πŸ“ Articles on Workflow Automation

πŸš€ Best Workflow Automation Tools & Apps

πŸ“˜ Books

AI Coding Agents

Books

🌐 Browser Automation & Computer Use

AI Browser Agents

  • Browser-Use - 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.