Best Alternatives to guilds.run in 2025
guilds.run is an open-source platform for orchestrating multi-agent AI workflows with full visibility and control. It lets you run teams of AI agents using any model, debug every prompt and tool call, manage permissions, and self-host for free. If you're looking for similar tools that offer multi-agent orchestration, observability, or model flexibility, here are the best alternatives to consider.
LangChain
LangChain’s suite of products supports AI development
LangChain is a popular open-source framework for building applications with LLMs, including multi-agent systems. It provides tools for chaining prompts, managing memory, and integrating with various models. While it lacks the out-of-the-box visibility and permission controls of guilds.run, it offers extensive flexibility and a large community.
AutoGen
AutoGen by Microsoft is an open-source framework for creating multi-agent conversations and workflows. It supports customizable agents, tool use, and human-in-the-loop interactions. It's a strong alternative for those who want to build complex agent teams, though it may require more coding for observability compared to guilds.run.
CrewAI
CrewAI is a framework for orchestrating role-playing AI agents that collaborate on tasks. It emphasizes simplicity and allows you to define agents with specific roles and goals. It's a good alternative for teams looking for a more opinionated, easy-to-use multi-agent system, but it may not offer the same level of debugging and permission granularity as guilds.run.
Superagent
Claude Code for the rest of us
Superagent is an open-source platform for building, managing, and deploying AI agents. It provides a visual interface, API, and tools for monitoring agent runs. It's similar to guilds.run in its focus on observability and control, but it may have different model support and self-hosting options.
AgentGPT
AgentGPT allows you to assemble, configure, and deploy autonomous AI agents directly in your browser. It's user-friendly and great for quick prototyping, but it's less focused on multi-agent workflows and deep observability. It's a good alternative for those who want a no-code, web-based solution.
Dust
Dust is a platform for building and running AI-powered assistants and workflows. It offers a visual builder, model flexibility, and collaboration features. It's a solid alternative for teams that want a more polished, hosted experience, though it may not be open-source or self-hostable like guilds.run.
Flowise
Flowise is an open-source low-code tool for building LLM apps and multi-agent systems via a drag-and-drop interface. It supports various models and provides a visual way to design workflows. It's a good alternative for those who prefer a visual approach, but it may lack the deep debugging and permission controls of guilds.run.
While guilds.run stands out for its open-source nature, full visibility into agent interactions, and granular permission controls, the alternatives listed above each bring unique strengths. LangChain and AutoGen offer extensive flexibility for developers, CrewAI simplifies role-based agent teams, Superagent and Dust provide polished platforms with observability, and AgentGPT and Flowise cater to no-code or low-code users. Your choice depends on whether you prioritize self-hosting, visual building, model flexibility, or deep debugging capabilities.