Agent Protocol Implementations

Agents Using Agent Protocol

The following projects have adopted Agent Protocol as their communication standard:

Production Implementations

AutoGPT

The pioneering autonomous AI agent that can complete complex tasks through iterative reasoning and action.

• Status: Fully Integrated
• Repository: github.com/Significant-Gravitas/AutoGPT
• Integration: Pull Request #5044

Auto-GPT-Forge

A template for building your own AutoGPT-style agents with Agent Protocol built-in.

• Status: Fully Integrated
• Repository: github.com/Significant-Gravitas/Auto-GPT-Forge

smol developer

An AI agent focused on code generation and software development tasks.

• Status: Fully Integrated
• Repository: github.com/smol-ai/developer
• Integration: Pull Request #123

In Progress

babyagi

A task-driven autonomous agent that breaks down objectives into manageable tasks.

• Status: Integration In Progress
• Repository: github.com/yoheinakajima/babyagi
• Integration: Pull Request #356

beebot

An advanced agent framework with tool integration capabilities.

• Status: Integration In Progress
• Repository: github.com/AutoPackAI/beebot
• Note: May require additional protocol features – See Issue #9

Building Your Own Agent?

If you’re developing an AI agent and want to make it protocol-compliant:

1. Use the SDK – Fastest implementation (Python, JavaScript available)
2. Implement the API – Full control using any web framework
3. Submit an RFC – If you need features not in the current spec

Get Started with Implementation →

Discover More Agents

Looking for AI agents to use in your projects?

Browse AI Agents on AgentAya → – Our comprehensive directory of AI tools and agents, filterable by protocol support.