# Workflow & Productivity

> Agent platforms that automate business workflows, ops, and everyday productivity.

Workflow and productivity agents automate multi-step processes across your tools — triggered by an event or a plain-language instruction — with AI interpreting inputs and deciding or executing steps. They build on the familiar connect-your-apps idea but add judgment: handling unstructured data, branching on context, and doing work that rigid if-this-then-that rules can't. The deciding factor is almost always the depth and breadth of integrations for the specific apps you need, followed by how automations are built — a no-code canvas, natural language, or real code — and how reliably they run on messy, real-world inputs. Error handling is what separates a toy from something you'll trust with production work: look for retries, clear logs, alerting, and a way to inspect and replay a failed run. Consider where it executes and how it treats your data, especially for regulated or sensitive workflows, and whether you can self-host if that matters to you. Pricing is typically per-task, per-run, or tiered by volume, so estimate your throughput before comparing — usage-based plans can get expensive fast at scale. Start by mapping the exact apps and the trigger-to-outcome path you need, then judge each option on connector coverage and reliability rather than the length of its template gallery. The prettiest builder is worthless if it drops the one integration your process depends on.

22 tools indexed. Sponsored placements are labeled and never ranked; open-source ordering reflects real GitHub adoption. Browse on the web: https://agentsearchengine.app/category/workflow-agents

## Commercial products (alphabetical — stars don't measure commercial adoption)
- [Beam AI](https://agentsearchengine.app/agents/beam-ai) — Agentic process automation platform for self-learning AI agents. · Paid product · Platform
- [Dust](https://agentsearchengine.app/agents/dust) — Custom AI agents connected to your company knowledge and tools. · Paid product · Platform
- [Gumloop](https://agentsearchengine.app/agents/gumloop) — No-code platform for building AI-powered workflow automations. · Freemium · Platform · best for no-code ai workflow automation with a visual canvas
- [Lindy](https://agentsearchengine.app/agents/lindy) — Build AI agents that handle email, scheduling, and business workflows in minutes. · Freemium · Platform · best for business users delegating email, scheduling, and crm workflows to no-code agents
- [Zapier Agents](https://agentsearchengine.app/agents/zapier-agents) — AI agents that act across 7,000+ apps in the Zapier ecosystem. · Freemium · Platform · best for non-engineers automating work across 7,000+ saas apps with ai agents

## Open-source index (ranked by adoption)
1. [n8n](https://agentsearchengine.app/agents/n8n) — Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. · Open source · Platform · 201k★ · TypeScript · active today · best for self-hostable workflow automation with native ai agent nodes and 400+ integrations
2. [dify](https://agentsearchengine.app/agents/dify) — Production-ready platform for agentic workflow development. · Open source · Platform · 153k★ · TypeScript · active today · best for teams building llm apps with a visual builder, rag pipelines, and agent workflows
3. [activepieces](https://agentsearchengine.app/agents/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 · Open source · Platform · 24k★ · TypeScript · active today · best for self-hosted zapier-style automation extensible with type-safe typescript pieces
4. [coze-studio](https://agentsearchengine.app/agents/coze-studio) — An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation. · Open source · Platform · 21k★ · TypeScript · Apache-2.0 · active 19 days ago · best for all-in-one agent development covering prompts, rag, plugins, and workflows
5. [trigger.dev](https://agentsearchengine.app/agents/trigger-dev) — Trigger.dev – build and deploy fully‑managed AI agents and workflows · Open source · Platform · 16k★ · TypeScript · Apache-2.0 · active today · best for long-running ai workflows with managed infrastructure or self-hosting
6. [flowgram.ai](https://agentsearchengine.app/agents/flowgram-ai) — 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. · Open source · Framework · 8.4k★ · TypeScript · MIT · active 5 days ago
7. [ShortGPT](https://agentsearchengine.app/agents/shortgpt) — ShortGPT - Experimental AI framework for youtube shorts / tiktok channel automation · Open source · Framework · 7.8k★ · Python · MIT · active 1 year ago
8. [CodeMachine-CLI](https://agentsearchengine.app/agents/codemachine-cli) — CodeMachine is an open-source tool that orchestrates AI coding agents into repeatable, long-running workflows. · Open source · Agent · 2.5k★ · TypeScript · Apache-2.0 · active 5 months ago
9. [rulego](https://agentsearchengine.app/agents/rulego) — RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go. · Open source · Framework · 1.6k★ · Go · Apache-2.0 · active 1 day ago
10. [BubbleLab](https://agentsearchengine.app/agents/bubblelab) — Open-core workflow engine powering Bubble Lab — and fully runnable, hostable, and extensible on its own. · Open source · Agent · 1.1k★ · TypeScript · Apache-2.0 · active 3 months ago
11. [openops](https://agentsearchengine.app/agents/openops) — The batteries-included, No-Code FinOps automation platform, with the AI you trust. · Open source · Platform · 1.1k★ · TypeScript · active 3 days ago
12. [bytechef](https://agentsearchengine.app/agents/bytechef) — Open-source platform that unifies AI agent orchestration and workflow automation — autonomy and precision in one platform. · Open source · Framework · 957★ · Java · active today
13. [flow-like](https://agentsearchengine.app/agents/flow-like) — Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization. · Open source · Agent · 933★ · TypeScript · active today
14. [second-brain](https://agentsearchengine.app/agents/second-brain) — Second Brain is an agentic framework that acts as an operating system, using local file intelligence, workflow automation, and LLMs to complete tasks and communicate over multiple modalities and · Open source · Framework · 601★ · Python · MIT · active today
15. [AgentPilot](https://agentsearchengine.app/agents/agentpilot) — A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows. · Open source · Agent · 563★ · Python · AGPL-3.0 · active 4 months ago
16. [Vibe-Workflow](https://agentsearchengine.app/agents/vibe-workflow) — Free, open-source alternative to Weavy AI, Krea Nodes, Freepik Spaces & FloraFauna AI — node-based AI workflow builder for generative image & video pipelines · Open source · Agent · 556★ · JavaScript · MIT · active 12 days ago
17. [forge-film](https://agentsearchengine.app/agents/forge-film) — Multi-model DAG-driven parallel AI film generation — parallel speedup scales with scene independence; Generate film scenes simultaneously instead of one by one; "把影视生成的执行图从拓扑序变成关键路径最优调度"; · Open source · Agent · 534★ · Python · MIT · active 4 months ago

## Frequently asked
**What is a workflow agent?**
A workflow agent automates a sequence of tasks across your tools — triggered by events or instructions — with AI deciding or executing steps.

**How do I pick a workflow automation platform?**
Start from the apps you need to connect, then compare how automations are built (no-code vs. code), reliability, error handling, and pricing at your volume.

**Are these different from traditional automation tools?**
They build on the same connect-your-apps idea but add AI to interpret instructions, handle unstructured inputs, and make decisions rather than only following fixed rules.

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Source: [Agent Search Engine](https://agentsearchengine.app). Full directory in one file: https://agentsearchengine.app/llms-full.txt