Best AI Agents & Automation Tools

Workflows, tasks, bots Β· 28 tools

About this category

Agents go beyond chat: they plan, call tools, and act across steps to finish a goal β€” booking, research, data cleanup, or multi-app workflows. The value is in connecting systems so work flows without manual handoffs.

Start small with a single repetitive workflow, then expand. Keep humans in the loop for actions with real consequences, and log what the agent did.

How to choose

  • Automate one repetitive workflow before scaling.
  • Give agents clear guardrails and approval steps.
  • Log actions so you can audit what happened.
  • Keep a human in the loop for high-impact decisions.

Top 10 in this category

Ranked by recommendation index and composite score. The full ranking is on the AI Agents & Automation Rankings page.

RankToolRatingScore
1
ZapierAI Agents & AutomationAutomation platform connecting thousands of apps, now with AI agents
β˜…β˜…β˜…β˜…β˜… 10.00Score View details β†’
2
n8nAI Agents & AutomationSource-available workflow automation with native AI agent nodes
β˜…β˜…β˜…β˜…β˜… 10.00Score View details β†’
3
ActivepiecesAI Agents & AutomationOpen-source automation platform with a clean editor and AI pieces
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’
4
AutoGenAI Agents & AutomationMicrosoft's framework for multi-agent conversations and tool use
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’
5
BotpressAI Agents & AutomationChatbot and agent platform with visual flows and built-in channels
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’
6
CrewAIAI Agents & AutomationPython framework for teams of role-playing AI agents with defined tasks
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’
7
DifyAI Agents & AutomationOpen-source platform for building LLM apps with visual workflows and RAG
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’
8
FlowiseAI Agents & AutomationDrag-and-drop builder for LangChain style LLM flows and agents
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’
9
GumloopAI Agents & AutomationNo-code AI workflow builder with a node canvas and reusable subflows
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’
10
LangFlowAI Agents & AutomationVisual builder for LangChain style flows, agents and RAG pipelines
β˜…β˜…β˜…β˜…β˜† 9.00Score View details β†’

Tools in AI Agents & Automation (28)

Zapier

AI Agents & AutomationFree plan

Automation platform connecting thousands of apps, now with AI agents

β˜…β˜…β˜…β˜…β˜…View details β†’

n8n

AI Agents & AutomationFree plan

Source-available workflow automation with native AI agent nodes

β˜…β˜…β˜…β˜…β˜…View details β†’

Activepieces

AI Agents & AutomationFree plan

Open-source automation platform with a clean editor and AI pieces

β˜…β˜…β˜…β˜…β˜†View details β†’

AutoGen

AI Agents & AutomationFree plan

Microsoft's framework for multi-agent conversations and tool use

β˜…β˜…β˜…β˜…β˜†View details β†’

Botpress

AI Agents & AutomationFree plan

Chatbot and agent platform with visual flows and built-in channels

β˜…β˜…β˜…β˜…β˜†View details β†’

CrewAI

AI Agents & AutomationFree plan

Python framework for teams of role-playing AI agents with defined tasks

β˜…β˜…β˜…β˜…β˜†View details β†’

Dify

AI Agents & AutomationFree plan

Open-source platform for building LLM apps with visual workflows and RAG

β˜…β˜…β˜…β˜…β˜†View details β†’

Flowise

AI Agents & AutomationFree plan

Drag-and-drop builder for LangChain style LLM flows and agents

β˜…β˜…β˜…β˜…β˜†View details β†’

Gumloop

AI Agents & AutomationFree plan

No-code AI workflow builder with a node canvas and reusable subflows

β˜…β˜…β˜…β˜…β˜†View details β†’

LangFlow

AI Agents & AutomationFree plan

Visual builder for LangChain style flows, agents and RAG pipelines

β˜…β˜…β˜…β˜…β˜†View details β†’

LangGraph

AI Agents & AutomationFree plan

Low-level framework for stateful, graph-based agent orchestration

β˜…β˜…β˜…β˜…β˜†View details β†’

Lindy

AI Agents & AutomationFree plan

AI agents for email, meetings and routine back-office chores

β˜…β˜…β˜…β˜…β˜†View details β†’

Microsoft Copilot Studio

AI Agents & Automation

Low-code platform for building copilots inside the Microsoft ecosystem

β˜…β˜…β˜…β˜…β˜†View details β†’

Pipedream

AI Agents & AutomationFree plan

Developer-first automation platform where every step can run code

β˜…β˜…β˜…β˜…β˜†View details β†’

Power Automate

AI Agents & Automation

Microsoft's workflow automation service spanning cloud flows and desktop RPA

β˜…β˜…β˜…β˜…β˜†View details β†’

Rasa

AI Agents & AutomationFree plan

Open-source framework for building self-hosted conversational assistants

β˜…β˜…β˜…β˜…β˜†View details β†’

Semantic Kernel

AI Agents & AutomationFree plan

Microsoft SDK for adding models, plugins and agents to .NET, Python and Java apps

β˜…β˜…β˜…β˜…β˜†View details β†’

UiPath

AI Agents & AutomationFree plan

Enterprise automation platform combining RPA robots with AI agents

β˜…β˜…β˜…β˜…β˜†View details β†’

Vapi

AI Agents & AutomationFree plan

Developer platform for building low-latency voice agents over the phone

β˜…β˜…β˜…β˜…β˜†View details β†’

AgentGPT

AI Agents & AutomationFree plan

Browser-based autonomous agent that breaks a goal into executed steps

β˜…β˜…β˜…β˜†β˜†View details β†’

AgentOps

AI Agents & AutomationFree plan

Observability and testing for AI agents, with session replays and cost tracking

β˜…β˜…β˜…β˜†β˜†View details β†’

Agentverse

AI Agents & AutomationFree plan

Hosting and discovery platform for publishing interoperable AI agents

β˜…β˜…β˜…β˜†β˜†View details β†’

AutoGPT

AI Agents & AutomationFree plan

Open-source autonomous agent project with a visual builder and blocks

β˜…β˜…β˜…β˜†β˜†View details β†’

Automation Anywhere

AI Agents & Automation

Cloud-native RPA suite with AI document processing and process discovery

β˜…β˜…β˜…β˜†β˜†View details β†’

Bardeen

AI Agents & AutomationFree plan

Browser extension that automates repetitive web and CRM chores

β˜…β˜…β˜…β˜†β˜†View details β†’

Bland AI

AI Agents & Automation

Voice AI platform for phone agents that handle calls at scale

β˜…β˜…β˜…β˜†β˜†View details β†’

Browserbase

AI Agents & AutomationFree plan

Headless browser infrastructure for AI agents and automated web tasks

β˜…β˜…β˜…β˜†β˜†View details β†’

Relevance AI

AI Agents & AutomationFree plan

Platform for building teams of AI agents with tools and shared memory

β˜…β˜…β˜…β˜†β˜†View details β†’

FAQ

What is an AI agent, really?

A system that plans and acts across steps using tools, not just replies to prompts.

Is it safe to let agents act?

With guardrails and approvals, yes for low-risk tasks; keep humans on high-impact ones.

Where should I start?

Pick one boring, repetitive workflow and automate that first.