# Source: https://github.com/agentclientprotocol/python-sdk/blob/main/docs/use-cases.md

# Use Cases

This page mirrors the quick-read style of the README/index: skim the tables, copy links, and see how others apply the SDK. For the protocol overview itself, visit the official [agent](https://agentclientprotocol.com/overview/agents) and [client](https://agentclientprotocol.com/overview/clients) guides.

## Agents

| Project | What it showcases |
| --- | --- |
| [MoonshotAI/kimi-cli](https://github.com/MoonshotAI/kimi-cli) | A CLI-first ACP+MCP agent that helps with software dev and terminal workflows. Highlights streaming updates, permission prompts, and tool call UX. |
| [MiniMax-AI/Mini-Agent](https://github.com/MiniMax-AI/Mini-Agent) | A minimal yet professional single agent demo project that showcases the core execution pipeline and production-grade features of agents. |
| [OpenHands/OpenHands-CLI](https://github.com/OpenHands/OpenHands-CLI) | A lightweight, modern CLI to interact with the OpenHands agent. |
| [evalstate/fast-agent](https://github.com/evalstate/fast-agent) | Define, Prompt and Test MCP enabled Agents and Workflows |

## Clients

| Project | What it showcases |
| --- | --- |
| [wiki3-ai/agent-client-kernel](https://github.com/wiki3-ai/agent-client-kernel) | A Jupyter kernel that speaks ACP so notebooks can chat with external agents. Great reference if you’re embedding ACP in notebook tooling. |
| [OhadRubin/simple-acp-client](https://github.com/OhadRubin/simple-acp-client) | A Claude Agent SDK–style Python client that wraps ACP executables with a friendly API. Use it as a starting point for bespoke clients. |

## Add your integration

Shipping something with this SDK? Tell us!

- Open an issue or PR with a short blurb and link.
- Start a thread in [GitHub Discussions](https://github.com/agentclientprotocol/python-sdk/discussions).
- Drop a note in [agentclientprotocol.zulipchat.com](https://agentclientprotocol.zulipchat.com/).

We’ll keep this list current so newcomers can see what’s possible.