Best ai agents for automation.
27 ai agents in Automation. The top 10 are ranked by public GitHub stars, collected October 5, 2026; the rest are listed below them. Workflow platforms, integrations and RPA that connect everyday systems.
| # | Listing | Category | Stars | Forks | Last push |
|---|---|---|---|---|---|
| 1 | n8n Visual workflow automation platform with AI agents and an MCP Client Tool node for calling external server tools. | Automation | 206.7k | 61k | Oct 5, 2026 |
| 2 | Dify Open source platform for building agentic workflows and applications, with MCP support. | Automation | 157.9k | 24.9k | Oct 5, 2026 |
| 3 | Browser Use Open source library and cloud service that lets agents control web browsers. | Automation | 117.2k | 12.9k | Oct 3, 2026 |
| 4 | Composio Tool and integration platform that connects agents to hundreds of apps, including MCP endpoints. | Automation | 30.4k | 4.8k | Oct 5, 2026 |
| 5 | Sim Open-source workspace to build, deploy and govern agents via canvas, chat or code, with knowledge grounding, logging, workflow automation and MCP support. | Automation | 29.8k | 3.9k | Oct 4, 2026 |
| 6 | Kestra Open-source declarative orchestration platform with agentic features for building and governing AI workflows, RAG pipelines and evaluations alongside data pipelines. | Automation | 29.2k | 3.2k | Oct 4, 2026 |
| 7 | Activepieces Open-source workspace combining chat, AI agents, automation flows and tables; agents execute multi-step tasks and flows are exposed to Claude and Cursor via MCP. | Automation | 24.9k | 4.3k | Oct 5, 2026 |
| 8 | Coze Studio Open-source all-in-one agent development tool with visual no-code/low-code building of agents and workflows, knowledge bases, plugins and memory. | Automation | 21.7k | 3.1k | Jul 29, 2026 |
| 9 | Nango Open source integration platform that gives agents authenticated access to hundreds of APIs. | Automation | 12.5k | 1.4k | Oct 3, 2026 |
| 10 | Arcade Tool-calling platform with authenticated integrations that agents can use through MCP and SDKs. | Automation | 1k | 118 | Oct 4, 2026 |
More ai agents for automation 17
Listed without a public GitHub repository, or not yet collected.
Airtop
Platform for deploying agents that automate workflows across websites, apps and APIs, logging in, collecting data and filling forms with self-healing runs.
Camunda
Process orchestration platform combining deterministic workflows with LLM reasoning to coordinate agents, humans and systems, connecting agents via MCP and A2A.
Fellou
Agentic browser that runs deep research and multi-step workflows across logged-in sites from natural-language commands, with real-time transparency and takeover.
Gumloop
Platform to build and run autonomous business agents for CRM, data analysis and outreach across hundreds of tools, with MCP client and server integrations.
IBM watsonx Orchestrate
Agent management platform to build, discover, orchestrate and govern native and third-party agents in one control plane, connecting through A2A and MCP.
Lindy
No-code platform for AI agents that automate email, meetings and business workflows.
Make AI Agents
Visual-first agents that take action and orchestrate workflows across thousands of apps with transparent decisions; Make also provides an MCP server.
Manus
General-purpose autonomous agent that plans and executes tasks in a cloud environment.
MindStudio
No-code builder for agents that run as web apps, automations, browser extensions or email triggers across many models and apps, with agentic MCP servers.
Pipedream MCP
Pipedream service that exposes thousands of app integrations to agents as MCP servers.
Relevance AI
Platform for building and deploying AI agents and agent teams for business operations.
StackAI
Enterprise no-code platform for agentic workflows such as document processing and service desk tasks, with many integrations, human-in-the-loop and on-prem options.
TinyFish
Search, Fetch, Browser and Agent APIs for interacting with the live web; the Agent API navigates, authenticates and extracts structured results and is MCP-native.
Toolhouse
Agent platform where users delegate business tasks by email or chat; agents handle document processing, lead generation and content across many integrated tools.
UiPath Platform
Agentic automation platform coordinating AI agents, RPA robots and people, combining agentic reasoning, document processing and API automation with governance.
Workato
Enterprise iPaaS with Agent Studio, prebuilt Genies and multi-agent orchestration under a governance control plane, plus an MCP gateway and composable MCP servers.
Zapier MCP
Zapier endpoint that lets AI clients run actions across thousands of connected apps over MCP.
Questions and answers
What is the most-starred ai agent for automation?
n8n, with 206,660 public GitHub stars as of October 5, 2026. Visual workflow automation platform with AI agents and an MCP Client Tool node for calling external server tools.
How many ai agents for automation are listed?
27 on RUAGENTIC, 10 of them ranked by stars and 17 listed without a public GitHub repository or without collected metrics.
How is this list ranked?
By public GitHub star count, read hourly from the repository each listing links to, last collected October 5, 2026. Stars measure attention on GitHub, not quality or safety. Listings that share one repository appear once. Sponsorship never changes a rank.
See every ai agent at /ai-agents, the full ai agents leaderboard for automation, or list your project.