Best AI for agents and automation
Platforms to connect apps, build workflows and create agents that work on their own.
Updated October 2026
Ranking criteria
Number of integrations, flexibility for complex AI workflows, self-hosting option, learning curve and cost per run.
Ranking
- #1
n8n
n8nVisual automation platform with AI and agent nodes, which you can self-host or use in the cloud.
Why it ranks here: Most flexible for AI and agent workflows, with a self-hosting option and source-available (fair-code) license.
- #2
Zapier
ZapierThe automation platform with the most integrations, now with AI agents and workflows built from text.
Why it ranks here: Unbeatable on number of connected apps and ease for beginners; gets expensive at high volume.
- #3
Make
Make (Celonis)Visual automation with flowchart-style scenarios, AI modules and agents, priced per operation.
Why it ranks here: Good middle ground between n8n's power and Zapier's ease, usually cheaper than Zapier.
- #4
Activepieces
ActivepiecesOpen-source (MIT-licensed) automation platform that combines workflows, AI agents, tables and 760+ integrations, with an MCP server and the option to host it on your own server.
Why it ranks here: MIT open source, free self-hosting and billing of 1 credit per run regardless of the number of steps, but it has far fewer native integrations (760+) than Zapier and Make and the official site doesn't confirm a Portuguese interface.
- #5
Lindy
LindyCreate AI agents that handle email, calendar, support and sales by describing the job in plain language.
Why it ranks here: The most direct path to an assistant that works on its own without building workflows; less fine-grained control than the top three.
- #6
Dify
DifyOpen-source platform to build AI agent workflows and RAG systems, with a visual studio, knowledge base and plugin marketplace.
Why it ranks here: Free, self-hostable Community edition and strong RAG tooling, but it's more focused on LLM apps than on wiring up thousands of everyday apps like Zapier and Make, and the UI has no Portuguese.
- #7
Gumloop
GumloopTeam AI agent builder that connects 100+ apps (Slack, Gmail, Salesforce, Notion) and triggers automations from plain-English conditions.
Why it ranks here: Has a free plan, a Pro trial and many integrations, but the credit model makes costs hard to predict and the free tier is capped at 1 seat and 1 trigger.
- #8
Manus
Manus AIAI agent that carries out tasks from natural-language requests, with automations scheduled or triggered by events in apps such as Gmail, Slack and Notion, app connectors and support for custom MCP servers.
Why it ranks here: It builds automations described in natural language, with a free plan and a published monthly price, but lists few native connectors, can't be self-hosted and credit use varies with the complexity of each task.
Comparisons in this category
Other use cases
- Chat assistants
- Coding
- Vibe coding (no-code apps)
- Research and study
- Image generation
- Video generation
- Voice and audio
- Music
- Writing and translation
- Meetings and transcription
- Presentations and design
- Game creation
- Local and open models
- Productivity
- AI for lawyers
- Customer service
- Marketing and SEO
- Spreadsheets and data analysis
- Short-form video and clips
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