AI tools for automating workflows: workflow automation
Platforms that chain apps, triggers and AI steps into workflows that run on their own. Of the 169 tools on our automating workflows page, 69 fit this narrower job. By pricing: 35 open source, 4 source-available, 5 free or freemium, 10 paid, usage-based or enterprise, 15 pricing on the maker's site. The most-starred open repos here are AutoGPT (187,612 stars), Langflow (155,757 stars), Ruflo (74,609 stars). Most come from the frameworks (17), no-code builders (13), business agents (13) categories.
AutoGPT
One of the first autonomous agent projects, now a platform for building, deploying and running continuous AI agents that automate workflows.
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Langflow
Visual drag-and-drop builder for AI agents and workflows that you can run locally, deploy as an API or expose as an MCP server.
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Ruflo
Open-source multi-agent meta-harness for Claude Code, Codex, and MCP clients; Oct 13 release adds Mods (mission workflows) and a single control plane with human approval.
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LangGraph
Framework for stateful, graph-based agent workflows.
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Orkes
Orchestration platform built on Conductor for durable workflows and AI agents.
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OpenAI Agents SDK (Python)
OpenAI's Python SDK for building multi-agent workflows; v0.23.0/0.23.1 released Oct 1-2.
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FastGPT
AI agent building platform with knowledge-base RAG, data processing and a visual workflow editor for deploying question-answering and automation apps.
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Sim Studio
Workspace for visually building, deploying and monitoring AI agents and workflows.
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Activepieces
Open-source automation platform with AI agents and hundreds of pieces usable as MCP servers.
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n8n-MCP
MCP server that lets Claude, Cursor and other agents build n8n workflows for you.
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Go Micro
Go framework for distributed systems where services double as tools for AI agents, with RPC, discovery, messaging and agent workflows.
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Opik
Comet's open-source platform for tracing, evaluating and monitoring LLM apps, RAG systems and agent workflows, self-hosted or in the cloud.
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RocketRide
AI pipeline engine with a C++ core and 50+ Python nodes for building, debugging and deploying LLM workflows and agents from VS Code or the CLI.
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Trigger.dev
Platform for building and deploying durable background AI agents and workflows in TypeScript.
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Eigent
Open-source cowork desktop app that runs multi-agent workflows locally.
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Microsoft Agent Framework
Microsoft's framework for building and orchestrating agents and multi-agent workflows in Python and .NET.
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PocketFlow
Minimalist 100-line LLM framework for building agents and workflows.
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Astron Agent
iFlytek's enterprise agentic workflow platform for building super agents.
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Julep
Platform for durable AI agent workflows that can crash, resume and retry safely.
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Marvin
Python library from Prefect for building AI agents and structured LLM workflows.
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PySpur
Visual playground for building and iterating on agent workflows.
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GitHub Agentic Workflows (gh-aw)
Run AI agents in GitHub Actions workflows; v0.91.10 pre-release (Oct 13) defaults read-only workflows to no network.
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AstronRPA
iFlytek's open-source enterprise RPA desktop app with a low-code visual designer whose workflows can be called by AI agents.
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Sparrow
Open-source tool for structured data extraction from documents and images with ML, LLMs and vision LLMs, plus agentic workflows.
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Magic
Open-source enterprise AI agent platform that combines a general agent, workflow engine, team chat and collaborative office tools.
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Dagu
Self-hostable workflow orchestrator with a simple definition format and web UI, usable for agent jobs.
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Tracecat
Open-source security automation platform for teams and AI agents.
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EvoAgentX
Framework for building, evaluating and automatically evolving LLM agents and agentic workflows.
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Workflow SDK
Vercel's TypeScript SDK for building durable, reliable and observable apps and AI agents.
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Yuanjing Wanwu
China Unicom's enterprise, multi-tenant platform for building agents, workflows and RAG apps with model management.
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tRPC-Agent-Go
Go framework for production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation and OpenTelemetry.
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Testkube MCP
Testkube MCP server for managing test workflows and executions.
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Terraform MCP Server
HashiCorp's Terraform MCP server for looking up providers and modules and automating workflows.
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Agent-E
Emergence AI's web agent that automates tasks in the browser through hierarchical planning.
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Giselle
Open-source AI agent studio for building agentic workflows with a visual builder.
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monday.com MCP
monday.com's MCP server for managing boards, items and workflows.
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Encord Agents
Encord's agents that plug foundation models or your own models into labeling workflows to pre-label, segment, track, route and QA image, video and multimodal data, with a no-code catalog and an open-source SDK.
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AirJelly
Always-on desktop assistant that watches your workflow, remembers context and acts proactively.
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Airtop
Turns plain-English workflow descriptions into deterministic agents that work across your apps, APIs and the web.
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Anchor Action Index
Shared memory of web workflows for Anchor's cloud browsers: computer-use agents replay proven paths as deterministic code and the model only steps in where a page has changed, exposed as tools on Anchor's MCP server and REST API.
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Appian
Low-code process automation platform with AI agents built into enterprise workflows.
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Beam AI
AI agent automation platform with an agent hub, templates and task mining for business processes.
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BrowserAct
No-code builder for reusable AI web scrapers that collect structured data and connect it to apps, workflows and agents.
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BuildShip
Visual AI workflow builder for automating backends, building tools for AI agents and spinning up APIs.
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CARTO MCP
CARTO's MCP server for querying data warehouses, running spatial workflows and rendering maps from your CARTO workspace.
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Cassidy
Build AI assistants and workflows trained on company knowledge for teams.
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Circleback
AI meeting notes and action items that can trigger follow-up workflows and integrations automatically after each call.
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Clay
Go-to-market data platform for enriching leads and running agentic research workflows and outreach plays.
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Cobalt
Cloud harness for coding agents that runs every task in its own environment and automates work with loops.
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Cresta Deputy Agent
Long-running agent that finishes customer-service back-office workflows, pausing for approvals or documents.
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Cypress Cloud MCP
Cypress's MCP server that brings Cypress Cloud test results and accessibility reports into AI coding workflows.
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Encord Merlin
Encord's beta MCP server and in-app agent that creates annotation projects, ontologies and workflows and reports label-quality analytics from Claude, Codex or other AI tools.
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Freeday
Enterprise AI agent platform that deploys agents to handle complete business workflows, with outcome-based pricing.
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Glean
Enterprise AI platform connected to company data, with search, an assistant and agents that find information and automate work.
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GTmetrix MCP
GTmetrix MCP server for running web performance analyses and getting optimization insights inside AI workflows.
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Hatz AI
Secure AI agents and workflows platform for managed service providers.
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Jasper
Marketing AI platform that orchestrates agents to run end-to-end marketing workflows such as content, campaigns and brand-consistent copy.
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Kognitos
Automation platform where business processes are written in plain English and run by AI.
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Lutra AI
AI agent that automates work across your apps from a chat prompt.
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Make
Visual automation platform with AI agents.
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Mastra
TypeScript framework for agents, workflows and RAG.
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Mixus
AI agents with human verification built into multi-step workflows.
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Moxo
Workflow automation platform for business operations that runs processes with humans, AI agents and systems across departments and with external parties.
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n8n
Workflow automation with AI agent nodes; self-host or cloud.
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Outverse
Governed platform for deploying AI agents across enterprise service workflows and channels, connected to your systems.
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Skyvern
Automates browser workflows with vision + LLMs.
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Tray.ai
Integration and automation platform for building enterprise AI agents.
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UiPath
Enterprise automation platform that orchestrates AI agents, software robots and people across business processes with security and compliance controls.
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YRIKKA Text-to-Model
YRIKKA's ORION workflow that turns a plain-language mission description and a few unlabeled images into generated training data, candidate models and an evaluated, selected vision model.
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GitHub repos (37)
| Repo | GitHub stars | Licence | Last push |
|---|---|---|---|
| AutoGPT ↗ | 187,612 | MIT outside the autogpt_platform folder; the platform is under the Polyform Shield | 2026-10-16 |
| Langflow ↗ | 155,757 | MIT | 2026-10-16 |
| Ruflo ↗ | 74,609 | MIT | 2026-10-18 |
| LangGraph ↗ | 43,237 | MIT | 2026-10-18 |
| Orkes ↗ | 32,319 | Apache License 2.0 | 2026-10-16 |
| OpenAI Agents SDK (Python) ↗ | 30,023 | MIT | 2026-10-17 |
| FastGPT ↗ | 29,851 | — | — |
| Sim Studio ↗ | 29,835 | Apache License 2.0 | 2026-10-17 |
| Activepieces ↗ | 25,073 | MIT (Expat), except the packages/ee directories (commercial licence) | 2026-10-16 |
| n8n-MCP ↗ | 23,089 | MIT | 2026-10-15 |
| Go Micro ↗ | 23,086 | — | — |
| Opik ↗ | 22,700 | — | — |
| RocketRide ↗ | 17,753 | — | — |
| Trigger.dev ↗ | 16,558 | Apache License 2.0 | 2026-10-17 |
| Eigent ↗ | 15,571 | Apache License 2.0 | 2026-10-16 |
Top 15 of 37 by stars. Stars and licence come from each repo, checked when the listing was last verified.
FAQ
What are the best AI tools for automating workflows focused on workflow automation?
We list 69. The first three by GitHub stars and featured status are AutoGPT: One of the first autonomous agent projects, now a platform for building, deploying and running continuous AI agents that automate workflows.; Langflow: Visual drag-and-drop builder for AI agents and workflows that you can run locally, deploy as an API or expose as an MCP server.; Ruflo: Open-source multi-agent meta-harness for Claude Code, Codex, and MCP clients; Oct 13 release adds Mods (mission workflows) and a single control plane with human approval.
Are there free or open-source options?
Yes: 35 open source, 4 source-available, 5 free or freemium, 10 paid, usage-based or enterprise, 15 pricing on the maker's site. Pricing is as each maker states it.
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