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1. It handles the pesky business of managing the lifecycle of MCP server connections so you don't have to.
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2. It implements every pattern described in Building Effective Agents, and does so in a _composable_ way, allowing you to chain these patterns together.
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3.**Bonus**: It implements [OpenAI's Swarm](https://github.com/openai/swarm) pattern for multi-agent orchestration, but in a model-agnostic way.
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3.**Durable agents**: It works for simple agents and scales to sophisticated workflows built on [Temporal](https://temporal.io/) so you can pause, resume, and recover effortlessly.
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Altogether, this is the simplest and easiest way to build robust agent applications. Much like MCP, this project is in early development.
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We welcome all kinds of [contributions](/CONTRIBUTING.md), feedback and your help in growing this to become a new standard.
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**NEW**: Ready to deploy? Publish your agents as managed MCP servers—see the [Deploy to Cloud guide](https://docs.mcp-agent.com/get-started/deploy-to-cloud).
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## Get Started
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We recommend using [uv](https://docs.astral.sh/uv/) to manage your Python projects:
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pip install mcp-agent
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```
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> [!TIP]
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> The CLI is available via `uvx`. Scaffold a project with `uvx mcp-agent init --template basic --dir my-agent` or deploy with `uvx mcp-agent deploy my-agent`.
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### Quickstart
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> [!TIP]
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> The [`examples`](/examples) directory has several example applications to get started with.
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> To run an example, clone this repo, then:
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> To run an example, clone this repo (or generate one with `uvx mcp-agent init --template basic --dir my-first-agent`), then:
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>
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> ```bash
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>cd examples/basic/mcp_basic_agent # Or any other example
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