AgentGPT and agentok
These two tools are competitors, as both aim to provide a browser-based, visual interface for assembling and deploying autonomous AI agents, with AgentGPT being a more established and widely adopted solution.
About AgentGPT
reworkd/AgentGPT
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
Implements goal-directed agent loops using LangChain to recursively decompose tasks, execute them via external APIs (OpenAI, Serper, Replicate), and refine based on results. Built on Next.js 13 + FastAPI with Prisma/SQLModel ORM, MySQL backend, and Next-Auth authentication—supporting both cloud and self-hosted deployments via Docker.
About agentok
dustland/agentok
AG2 Visualized - Build Multi-Agentic Apps with Drag-and-Drop.
Provides a diagram-based code generator that outputs native Python code backed by AG2, with full execution visibility including stdout/stderr logs and data flow inspection. Features visual conversation relation mapping where tools are configured on edges between agent nodes, plus built-in tool editors with variable management. Built on a Next.js frontend and FastAPI backend that integrates with multiple LLM providers (OpenAI, DeepSeek) and optional observability via AgentOps.
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