If you're looking for a platform to streamline the development and deployment of multi-agent automation systems, crewAI is a top contender. It provides a full stack for developing and running multi-agent systems, including the ability to convert them into APIs with crewAI+. The platform is built with privacy and security in mind, letting you run agents locally and integrate providers like OpenAI or Google. It also supports multiple connection protocols and offers early UI access in its beta version.
Another top contender is Open Agent Studio, which lets you build powerful business automations using plain English with no programming required. It includes Agentic Process Automation and an Agent Recorder that generates agents by recording keyboard and mouse actions. The platform is geared for those who are new to AI, with a no-code co-pilot builder and a free 4-week course for subscribers.
If you're more of a developer, AgentForge is a toolkit for building AI multi-agent systems. It comes with a NextJS boilerplate that includes pre-built agents, customizable graphs and reusable UI components. AgentForge is a collection of different AI tools and platforms, but it's designed to let developers customize and integrate AI agents into their own projects.
NexusGPT is another no-code platform for building and integrating custom AI agents. You can create different agents for different tasks, each with its own combination of uploaded knowledge and custom tools. NexusGPT supports multiple AI models and has a marketplace with more than 1,500 prebuilt agents, making it a flexible and easy-to-use option for automating a broad range of workflows.