workflow

n8n-io/n8n

n8n pivots workflow automation toward AI agents and MCP — n8n now positions itself as a platform for building and running AI agents, not just workflows, with 1500+ integrations and 9,000+ templates. It supports any major LLM provider, JavaScript/Python code steps, and MCP client/server support, aimed at teams moving automations from prototype to production, self-hosted or cloud.

langgenius/dify

An all-in-one workspace for building and shipping AI agents — Dify combines agentic workflows, RAG pipelines, and MCP tool support in one collaborative workspace, letting teams design, test and deploy LLM apps with models like GPT, Claude, and DeepSeek. It runs on Dify Cloud or self-hosted, suiting both no-code builders and developers scaling prototypes to production.

debpalash/VoiceStudio

A fully local, open-source voice studio covering 646 languages — VoiceStudio bundles voice cloning, voice design, dubbing, dictation, transcription and audiobook creation into one local-first tool, positioned as an open-source ElevenLabs alternative. It runs on CUDA/MLX, exposes a local API and MCP for agents, and supports watch folders and reusable recipes for automated workflows.

apache/airflow

Apache Airflow: Workflow Orchestration as Python DAGs — Airflow lets teams define, schedule, and monitor data pipelines as Python code, with dependencies expressed as DAGs. It's widely used for ETL, ML, and data integration tasks across many providers and backends. This is the mature, actively maintained Apache project behind countless production data pipelines.

activepieces/activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Skyvern-AI/skyvern

Automate browser based workflows with AI

datawhalechina/easy-vibe

A no-code-to-launch roadmap for Vibe Coding beginners — Easy-Vibe is a free, hands-on tutorial teaching non-developers to build real products with AI coding agents like GPT, Gemini and DeepSeek. It offers a full roadmap, step-by-step lessons and interactive demos in 10 languages, refined by feedback from tens of thousands of learners.

argoproj/argo-workflows

Container-native workflow engine, now with a Python-friendly path via Hera — Argo Workflows runs multi-step jobs as Kubernetes-native DAGs, with every step a container. It's a CNCF graduated project widely used for ML pipelines, data/batch processing, CI/CD, and infrastructure automation, and the Hera Python SDK makes it accessible to Python users too.

automatisch/automatisch

The open source Zapier alternative. Build workflow automation without spending time and money.

westpoint-io/mimik

Record a click-through once, get a shareable guide automatically — Mimik is a local-first browser extension that captures your clicks and turns them into step-by-step guides with annotated screenshots, voice narration, and replay. No account, backend, or telemetry—everything stays on your device, with optional AI descriptions and multi-format export.

guregodevo/memdoor

A single-binary agent CLI that turns durable workflows into cheaper tokens — Memdoor is a Go-built CLI that runs coding/automation agents locally or over SSH with no Docker or Python needed. It stores multi-step jobs as repo files with checks, approval gates and resume, and uses a decision model to cut token costs. A published benchmark shows a 5-agent Memdoor workflow outscoring a single-call baseline on LiveCodeBench Hard.