AutoA2A: Convert Agents to A2A Servers

In plain words

AutoA2A converts agent projects built with CrewAI, LangGraph, LlamaIndex, OpenAI's Agents SDK, or Pydantic AI into A2A servers without code modifications. Developers add the autoa2a library, run a CLI command, and configure minimal settings to deploy their agents locally or on a hosted platform. This tool is for developers who want to make their agents interoperable across different frameworks, languages, and devices without manually building backend infrastructure.

written from the facts on this page · September 2026

From the sources

A library and platform to easily convert and deploy your existing agent and multi-agent projects as A2A servers, for easier composability and interfacing.

Easily convert agents and orchestrators from existing agent frameworks to A2A servers - NapthaAI/autoa2a

AutoA2A is a CLI tool that scaffolds the boilerplate required to run AI agents as servers compatible with Google's A2A protocol. It supports various agent frameworks — requiring minimal changes to your code. git clone https://github.com/NapthaAI/autoa2a cd autoa2a git submodule update --init --recursive pip install -e . Or usingfrom github.com

In the maker’s words, at launch

Deploying an A2A server for your agent makes it easier to interface and compose with agents written in different frameworks and languages, or within different apps and devices. But manually creating an A2A server involves some friction. We believe that, to deploy an existing agent that you’ve built as an A2A server…

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