ToolVitals

Automation

⚙️

Workflow Automation

Automation platforms, workflow builders, schedulers, and orchestration tools.

131 tools tracked, 123 scored verdicts

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.

Best overalln8n100 score License-safe pickKestraOSI-approved OSS Fastest shippingn8n100 shipping
n8n vs activepiecesn8n vs pipedream

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 confidence

Business Leads AI Automation

Open-source lead generation and marketing automation with Google Maps scraping and AI-powered outreach templates.

62 confidence

FlowForge

Visual workflow automation platform with drag-and-drop builder and execution monitoring.

38 confidence

Flowrabbit Studio

Open-source low-code platform for human-in-the-loop GenAI workflows.

62 confidence