Automation
Workflow Automation
Automation platforms, workflow builders, schedulers, and orchestration tools.
Best Workflow Automation tools by public signals
These picks are computed from scored public evidence. Use the openness column in the ranking to separate OSI-approved, source-available, open-core, proprietary, and unverified-license tools.
Use Case Rankings
Ordered by ToolVitals score, health, shipping, confidence, and then adoption as a tie-breaker.
| # | Tool | Health | Shipping | Openness | Stars | Score | Status |
|---|---|---|---|---|---|---|---|
| 01 | n8n Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | 100 | 100 | Fair-code, not OSI-approved | 192.2k | 100 | Active |
| 02 | Kestra Event Driven Orchestration & Scheduling Platform for Mission Critical Applications | 100 | 100 | OSI-approved OSS | 27k | 100 | Active |
| 03 | 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 | 100 | 100 | OSI-approved OSS | 22.7k | 100 | Active |
| 04 | Prefect Prefect is a workflow orchestration framework for building resilient data pipelines in Python. | 100 | 100 | OSI-approved OSS | 22.6k | 100 | Active |
| 05 | Hatchet 🪓 Run Background Tasks at Scale | 98 | 100 | OSI-approved OSS | 7.3k | 99 | Active |
| 06 | Inngest The leading workflow orchestration platform. Run stateful step functions and AI workflows on serverless, servers, or the edge. | 98 | 100 | License unknown | 5.5k | 99 | Active |
| 07 | Skyvern Automate browser based workflows with AI | 98 | 98 | OSI-approved OSS | 21.9k | 99 | Active |
| 08 | Temporal Temporal service | 96 | 100 | OSI-approved OSS | 20.9k | 98 | Active |
| 09 | Buildkite Agent Open-source toolkit for securely running build jobs on any device or network. | 96 | 100 | OSI-approved OSS | 998 | 98 | Active |
| 10 | Unstract LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows | 96 | 95 | OSI-approved OSS | 6.6k | 97 | Active |
| 11 | Dagu Self-hosted workflow engine for scripts, cron jobs, containers, and ops automation. YAML workflows, retries, logs, approvals, and optional distributed workers. | 95 | 98 | OSI-approved OSS | 3.5k | 97 | Active |
| 12 | Camunda Process Orchestration Framework | 93 | 100 | License unknown | 4.2k | 97 | Active |
| 13 | Trigger.dev Trigger.dev – build and deploy fully‑managed AI agents and workflows | 95 | 95 | OSI-approved OSS | 15.3k | 96 | Active |
| 14 | Sim Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. | 94 | 95 | OSI-approved OSS | 28.8k | 96 | Active |
| 15 | Tracecat Open-source security automation platform for teams and AI agents | 92 | 98 | OSI-approved OSS | 3.7k | 96 | Active |
| 16 | gh-aw GitHub Agentic Workflows | 92 | 98 | OSI-approved OSS | 4.6k | 96 | Active |
| 17 | career-ops AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing. | 93 | 95 | OSI-approved OSS | 52.8k | 95 | Active |
| 18 | vm0 Natural-language workflow automation platform. | 92 | 95 | License unknown | 1.1k | 95 | Active |
| 19 | Flyte Dynamic AI orchestration platform for building workflows across data, models, and compute. | 91 | 95 | OSI-approved OSS | 7.1k | 95 | Active |
| 20 | Conductor Conductor is an event driven agentic orchestration platform providing durable and highly resilient execution engine for applications and AI Agents | 95 | 94 | OSI-approved OSS | 31.9k | 94 | Active |
| 21 | Outpost Open Source Outbound Webhooks and Event Destinations Infrastructure | 93 | 92 | OSI-approved OSS | 984 | 94 | Active |
| 22 | PipesHub AI Workplace AI platform for enterprise search and workflow automation. | 91 | 95 | OSI-approved OSS | 3k | 94 | Active |
| 23 | Gobii Your easy to use, always-on AI workforce 👾 | 86 | 95 | OSI-approved OSS | 457 | 93 | Active |
| 24 | nodetool Visual Builder for AI Workflows and Agents | 85 | 95 | OSI-approved OSS | 387 | 92 | Active |
| 25 | Fastlane 🚀 The easiest way to automate building and releasing your iOS and Android apps | 93 | 84 | OSI-approved OSS | 41.6k | 91 | Active |
| 26 | certd 开源SSL证书管理工具;全自动证书申请、更新、续期;通配符证书,泛域名证书申请;证书自动化部署到阿里云、腾讯云、主机、群晖、宝塔;https证书,pfx证书,der证书,TLS证书,nginx证书自动续签自动部署 | 84 | 95 | OSI-approved OSS | 4.8k | 91 | Active |
| 27 | Node-RED Low-code programming for event-driven applications | 91 | 82 | OSI-approved OSS | 23.3k | 90 | Active |
| 28 | Kaoto Visual designer for integration flows. | 86 | 87 | OSI-approved OSS | 107 | 90 | Active |
| 29 | Hook0 Open-source webhook server for delivering webhooks. | 85 | 90 | License unknown | 1.4k | 90 | Active |
| 30 | Runmat Open-source runtime for math with CPU and GPU execution, CLI install, and browser access. | 81 | 95 | OSI-approved OSS | 219 | 90 | Active |
| 31 | OpenOps The batteries-included, No-Code FinOps automation platform, with the AI you trust. | 86 | 87 | OSI-approved OSS | 1k | 89 | Active |
| 32 | FakeCloud Open-source AWS emulator with a broad local cloud service surface. | 80 | 93 | OSI-approved OSS | 316 | 89 | Active |
| 33 | Runtara Durable execution platform for business process automation products. | 79 | 93 | OSI-approved OSS | 17 | 88 | Active |
| 34 | Synkora AI Open-source AI agent platform for building, deploying, and managing AI teammates. | 77 | 93 | OSI-approved OSS | 6 | 88 | Active |
| 35 | MaaPipelineEditor Visual editor, review, and debugging tool for building MaaFramework pipelines. | 81 | 89 | OSI-approved OSS | 315 | 87 | Active |
| 36 | epistola-suite Epistola is an open-source product for document creation and automation. | 79 | 95 | OSI-approved OSS | 3 | 87 | Active |
| 37 | Bifrost Integrations Open-source automation platform for integration services. | 78 | 87 | OSI-approved OSS | 41 | 86 | Active |
| 38 | Flow-Like Strongly typed enterprise workflow platform with AI integration. | 77 | 88 | License unknown | 898 | 86 | Active |
| 39 | Giselle Giselle: AI App Builder. Open Source. | 76 | 87 | OSI-approved OSS | 534 | 86 | Active |
| 40 | DBOS Transact Golang Database-backed durable workflow system for Go. | 87 | 69 | OSI-approved OSS | 718 | 85 | Active |
| 41 | SuggestArr Effortlessly request recommended movies, TV shows and anime to Jellyseer/Overseer based on your recently watched content on Jellyfin, Plex or Emby—let SuggestArr handle it all automatically, keeping your library fresh with new and exciting content! | 85 | 80 | OSI-approved OSS | 1.2k | 85 | Active |
| 42 | Orbit Self-hosted open-source AI gateway for LLM providers, databases, and files with RAG and guardrails. | 79 | 88 | OSI-approved OSS | 278 | 85 | Active |
| 43 | ByteChef Open-source, AI-native, low-code platform for API orchestration, workflow automation, and AI agent integration across internal systems and SaaS products. | 79 | 81 | OSI-approved OSS | 773 | 85 | Active |
| 44 | OpenWorkflow Durable, resumable workflow framework. | 80 | 77 | OSI-approved OSS | 1.3k | 84 | Active |
| 45 | OpenCowork Local-first desktop agent runtime for turning business goals into executable and auditable workflows. | 79 | 83 | OSI-approved OSS | 378 | 84 | Active |
| 46 | OpenAccountants Open-source tax skills for AI with country-specific tax knowledge and MCP access. | 79 | 81 | OSI-approved OSS | 183 | 84 | Active |
| 47 | LibreSign Digital document signer | 77 | 87 | OSI-approved OSS | 770 | 84 | Active |
| 48 | Pneumatic Free and source-available Apache 2.0 licensed lightweight workflow automation tool. | 74 | 84 | OSI-approved OSS | 300 | 84 | Warning |
| 49 | FlowCtl Open-source self-service workflow execution platform. | 81 | 76 | OSI-approved OSS | 315 | 83 | Active |
| 50 | Pipedream Connect APIs, remarkably fast. Free for developers. | 80 | 72 | License unknown | 11.5k | 83 | Active |
| 51 | diun Receive notifications when an image is updated on a Docker registry | 73 | 78 | OSI-approved OSS | 4.7k | 80 | Warning |
| 52 | agents Intelligent automation and multi-agent orchestration for Claude Code | 79 | 72 | OSI-approved OSS | 36.6k | 79 | Active |
| 53 | SymFlowBuilder Platform that simplifies Symfony Workflow configuration with a graphical interface for design and management. | 70 | 77 | OSI-approved OSS | 27 | 79 | Warning |
| 54 | OpenSail Open-source alternative to coding agent desktops and agentic software workspaces. | 69 | 77 | OSI-approved OSS | 573 | 79 | Warning |
| 55 | JobRunr Background job processing and scheduling framework for Java applications. | 81 | 63 | License unknown | 3k | 78 | Active |
| 56 | FlowGram FlowGram is an extensible workflow development framework with built-in canvas, form, variable, and materials that helps developers build AI workflow platforms faster and simpler. | 81 | 52 | OSI-approved OSS | 8.1k | 77 | Warning |
| 57 | Huginn Create agents that monitor and act on your behalf. Your agents are standing by! | 79 | 59 | OSI-approved OSS | 49.5k | 76 | Active |
| 58 | Loopi A desktop automation platform — control browsers, system cursor/keyboard, run shell commands, and orchestrate workflows with AI agents and 80+ integrations. Runs locally. | 78 | 55 | OSI-approved OSS | 183 | 76 | Active |
| 59 | PomeloHook Webhook forwarding tunnel with CLI and dashboard. | 58 | 83 | OSI-approved OSS | 5 | 74 | Warning |
| 60 | Rulego ⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go. | 72 | 60 | OSI-approved OSS | 1.5k | 73 | Warning |
| 61 | Agentic Soc Platform Agentic SOC Platform: A powerful, flexible, open-source, and agent-centric automated security operations platform | 65 | 69 | OSI-approved OSS | 852 | 73 | Warning |
| 62 | Flux Workflow Workflow automation platform connecting apps, services, and APIs. | 63 | 72 | OSI-approved OSS | 1 | 73 | Warning |
| 63 | arkade Open Source Marketplace For Developer Tools | 70 | 55 | OSI-approved OSS | 4.6k | 72 | Warning |
| 64 | GeneralBots Open-source AI collaboration suite and multi-agent automation platform. | 67 | 63 | License unknown | 80 | 72 | Warning |
| 65 | DockFlare Automates Cloudflare tunnels with Docker labels. | 65 | 64 | License unknown | 2.2k | 72 | Warning |
| 66 | output Open-source TypeScript framework for building AI workflows and agents. | 72 | 62 | OSI-approved OSS | 418 | 71 | Warning |
| 67 | Ryax Low-code serverless platform for AI workflows and applications. | 72 | 46 | OSI-approved OSS | 187 | 71 | Warning |
| 68 | Mayo Autonomous multi-LLM agents for GitHub Actions and workflows. | 65 | 63 | License unknown | 16 | 69 | Warning |
| 69 | gflow Lightweight single-node GPU job scheduler. | 69 | 46 | OSI-approved OSS | 78 | 68 | Warning |
| 70 | Velda Run GPU or batch jobs directly from your dev environment. | 63 | 47 | OSI-approved OSS | 82 | 68 | Warning |
| 71 | Flowable Engine Workflow and business process management platform for developers and admins. | 70 | 41 | OSI-approved OSS | 9.3k | 67 | Warning |
| 72 | Stronghold Open-source disaster recovery automation platform for cloud infrastructure | 57 | 55 | License unknown | 27 | 67 | Warning |
| 73 | PeopleClaw People-centric workflow automation platform for SMEs and freelancers. | 54 | 63 | License unknown | 0 | 66 | Warning |
| 74 | short-video-factory 一键生成产品营销与泛内容短视频,AI批量自动剪辑,高颜值跨平台桌面端工具 One click generation of product marketing and general content short videos, AI batch automatic cliping, beautiful cross platform desktop tool | 63 | 36 | OSI-approved OSS | 4.1k | 63 | Warning |
| 75 | maestro Maestro: Netflix’s Workflow Orchestrator | 74 | 28 | OSI-approved OSS | 3.8k | 62 | Warning |
| 76 | Querino Prompt development and orchestration system powered by Supabase and n8n. | 49 | 63 | OSI-approved OSS | 1 | 61 | Warning |
| 77 | Flowwink Autonomous agentic web workflow platform for operating a business with AI. | 44 | 58 | OSI-approved OSS | 10 | 60 | Warning |
| 78 | Orchka AI-powered workflow automation platform for building and managing complex workflows. | 57 | 45 | License unknown | 1 | 59 | Warning |
| 79 | Ordo Open-source decision platform for authoring and governing business rules. | 51 | 33 | OSI-approved OSS | 29 | 58 | Warning |
| 80 | formsflow.ai Open-source forms, workflow, and analytics platform for digital service delivery. | 64 | 21 | License unknown | 405 | 57 | Warning |
| 81 | Infinitic Open source orchestration framework for durable backend processes. | 51 | 33 | OSI-approved OSS | 360 | 57 | Warning |
| 82 | XActions Social media automation toolkit with scrapers, CLI, browser scripts, and an MCP server. | 51 | 30 | License unknown | 310 | 56 | Warning |
| 83 | Flagbridge Open-source feature flags platform with product intelligence. | 46 | 34 | OSI-approved OSS | 2 | 55 | Critical |
| 84 | Adjutant AI chief of staff for product builders with automation and coordination workflows. | 44 | 39 | OSI-approved OSS | 0 | 55 | Critical |
| 85 | Integuru The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs. | 56 | 21 | OSI-approved OSS | 4.6k | 53 | Warning |
| 86 | Lamda The most powerful Android RPA agent framework, next generation mobile automation. | 51 | 20 | OSI-approved OSS | 7.8k | 53 | Warning |
| 87 | BubbleLab Open-core workflow engine powering Bubble Lab — and fully runnable, hostable, and extensible on its own. | 49 | 23 | OSI-approved OSS | 1.1k | 52 | Critical |
| 88 | Fluxturn Open-source workflow automation platform with connectors and AI-powered workflow generation. | 47 | 28 | OSI-approved OSS | 30 | 52 | Critical |
| 89 | Ballerine Open-source infrastructure and data orchestration platform for risk decisioning. | 62 | 0 | OSI-approved OSS | 2.4k | 51 | Warning |
| 90 | Open Ticket AI Automation engine that classifies, routes, and processes tickets. | 46 | 25 | OSI-approved OSS | 7 | 51 | Critical |
| 91 | h9y HyperAgency (h9y.ai) is agentic AI operating system that replaces brittle/fragmented automations with long-lived, self-improving systems. Open-source, self-host & cloud, omni-channel, decentralized, web3 marketplace. | 56 | 4 | License unknown | 34 | 45 | Warning |
| 92 | openclix Open-source, local-first mobile app retention and engagement automation with agent-driven workflows. | 44 | 14 | OSI-approved OSS | 39 | 45 | Critical |
| 93 | 3X3CUT0R A workflow automation platform called Nodebase, similar to n8n or Zapier. | 41 | 23 | OSI-approved OSS | 0 | 45 | Critical |
| 94 | Flowbase A modern workflow automation platform to compose, execute, and monitor business-critical automations. | 38 | 24 | License unknown | 1 | 44 | Critical |
| 95 | Xiaoju Survey Enterprise form builder and analytics platform for questionnaires, exams, polls, quizzes, and online analysis. | 49 | 0 | OSI-approved OSS | 3.8k | 42 | Critical |
| 96 | OpenGTM Open-source lead generation and outreach automation platform. | 38 | 7 | OSI-approved OSS | 9 | 42 | Critical |
| 97 | OpenRPA Free Open Source Enterprise Grade RPA | 49 | 0 | OSI-approved OSS | 3k | 41 | Critical |
| 98 | Cenit IO Open-source integration platform (iPaaS). | 36 | 11 | OSI-approved OSS | 501 | 41 | Critical |
| 99 | Eko Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai | 36 | 4 | OSI-approved OSS | 4.9k | 41 | Critical |
| 100 | Automa A browser extension for automating your browser by connecting blocks | 38 | 0 | License unknown | 21.4k | 40 | Critical |
| 101 | AI SDR Agent Open-source AI-powered SDR agent for classifying replies, drafting responses, and managing cold outreach. | 38 | 7 | OSI-approved OSS | 2 | 39 | Critical |
| 102 | TACTIC Open-source enterprise workflow and collaboration platform. | 35 | 18 | OSI-approved OSS | 498 | 39 | Critical |
| 103 | Automatisch The open source Zapier alternative. Build workflow automation without spending time and money. | 38 | 0 | License unknown | 13.9k | 38 | Critical |
| 104 | Proxify Open-source lightweight reverse proxy gateway for AI APIs. | 38 | 0 | OSI-approved OSS | 254 | 38 | Critical |
| 105 | Paperowl Open-source digital waivers and document signing platform. | 35 | 7 | OSI-approved OSS | 0 | 38 | Critical |
| 106 | RoboCorp Robotic process automation platform and tooling. | 34 | 0 | License unknown | 24 | 36 | Critical |
| 107 | AWFEX Open-source lightweight automation engine for building visual workflows. | 33 | 0 | OSI-approved OSS | 2 | 34 | Critical |
| 108 | repo-pulse Open-source webhook-driven integration platform for repository events. | 33 | 0 | License unknown | 1 | 34 | Critical |
| 109 | NodeFlowX Open-source workflow automation platform built with modern web technologies. | 30 | 0 | License unknown | 0 | 33 | Critical |
| 110 | SurveyKing Self-hosted survey and form platform for questionnaires and data collection. | 26 | 0 | OSI-approved OSS | 4k | 33 | Critical |
| 111 | phantomjs Scriptable Headless Browser | 33 | 0 | OSI-approved OSS | 29.5k | 32 | Critical |
| 112 | Formie Open source form application. | 31 | 0 | OSI-approved OSS | 17 | 32 | Critical |
| 113 | Evo AI Platform for creating and managing AI agents. | 28 | 0 | OSI-approved OSS | 598 | 32 | Critical |
| 114 | formzillion.com Open-source form infrastructure for everyone. | 26 | 0 | OSI-approved OSS | 78 | 32 | Critical |
| 115 | DWSurvey Open-source survey and form system for questionnaire collection. | 31 | 0 | OSI-approved OSS | 3k | 31 | Critical |
| 116 | Joe Bot A general-purpose bot library inspired by Hubot but written in Go. :robot: | 28 | 0 | OSI-approved OSS | 477 | 29 | Critical |
| 117 | AutoAnys Open-source robotic process automation platform. | 26 | 0 | OSI-approved OSS | 73 | 29 | Critical |
| 118 | RedoraAI Open-source Reddit lead generation platform with AI-powered comments and DMs. | 23 | 0 | OSI-approved OSS | 7 | 29 | Critical |
| 119 | GeniFlow Open-source low-code GenAI platform for building and managing assistants. | 19 | 0 | License unknown | 4 | 26 | Critical |
| 120 | Collecto Self-hosted forms backend. | 8 | 0 | OSI-approved OSS | 53 | 22 | Critical |
| 121 | UFOConnect Simple, fast, scalable, open-source workflow automation. | 5 | 0 | OSI-approved OSS | 0 | 22 | Critical |
| 122 | Formularium Backend Backend for a privacy-first form toolkit for municipalities. | 0 | 0 | OSI-approved OSS | 6 | 19 | Critical |
| 123 | OpenWebhooks API Open-source infrastructure for reliable webhook delivery. | 0 | 0 | OSI-approved OSS | 0 | 19 | Critical |
Evidence Watch
Tracked tools with useful public signals but no verdict score yet.
AutoForceAI
Digital employees platform integrating LLM, RPA, GEO, knowledge base, and workflows.
57 confidenceBusiness Leads AI Automation
Open-source lead generation and marketing automation with Google Maps scraping and AI-powered outreach templates.
62 confidenceFlowForge
Visual workflow automation platform with drag-and-drop builder and execution monitoring.
38 confidenceFlowrabbit Studio
Open-source low-code platform for human-in-the-loop GenAI workflows.
62 confidence