Agent4Rec implements research on generative agents for recommendation systems.
The Best AG2 Alternatives in 2026
Looking for something like AG2? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 20 are open source.
AG2 offers open source tools for building and coordinating AI agent systems.
Top picks at a glance
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Agent4Rec | — | Yes | — |
| 2 | AIlice | — | Yes | — |
| 3 | XAgent | — | Yes | — |
| 4 | UFO | — | Yes | — |
| 5 | RestGPT | — | Yes | — |
| 6 | Agents | — | Yes | — |
| 7 | Agentlas-OS | — | Yes | — |
| 8 | piia-engram | — | Yes | — |
| 9 | GeniA | — | Yes | — |
| 10 | Auto-GPT | — | Not stated | — |
All AG2 alternatives
AIlice provides an autonomous, general-purpose AI agent through its open-source repository.
XAgent supports autonomous complex task solving with a large language model agent.
Microsoft’s UFO project focuses on AI agents that work across desktop applications and digital workflows.
An LLM-based autonomous agent controlling real-world applications via RESTful APIs.
This repository provides an open source framework for self evolving language agents.
Agentlas-OS organizes specialist agents and creates a temporary orchestrator for each task.
piia-engram provides local-first AI memory that users can inspect and edit across coding tools.
GeniA presents itself as an engineering team member powered by generative AI.
Auto-GPT
github.com/Significant-Gravitas/AutoGPTAutoGPT provides tools for building with accessible AI systems and related applications.
Agent Teams AI coordinates agents that work on tasks, message each other, and review work through a kanban board.
FlowiseAI
flowiseai.comOpen source generative AI development platform for building AI agents, LLM orchestration, and more.
Torantulino/Auto-GPT
github.com/Torantulino/Auto-GPTThe AutoGPT project provides tools for people to use and develop artificial intelligence applications.
Run AI agents with OpenFang, an open-source operating system project for agent workflows.
Tura builds an AI agent that aims to reduce token use while completing tasks.
Flyte
flyte.orgRecover from infra and code failures, orchestrate dynamic workflows, scale to production.
LLM-powered multiagent persona simulation for imagination enhancement and business insights.
BondAI is a tool for developing AI agent systems, with memory management, error handling, search, and integrations.
Opik helps debug, evaluate, and monitor LLM applications, RAG systems, and agent workflows with tracing and evaluations.
AI Manus is a general-purpose AI agent system that runs tools and operations in a sandbox.
AgentRun provides a way to execute Python code generated by AI systems.
An experimental open source project exploring a fully autonomous GPT-4 system.
ADAS explores ways to automate the design of agentic systems, as described in its research repository.
AgentScope helps developers build and run AI agents with tools for understanding their behavior.
Alternatives to similar tools
What is the best alternative to AG2?
Are there open-source alternatives to AG2?
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative
























