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# MCP Python SDK
!!! info "You are viewing the in-development v2 documentation"
For the current stable release, see the [v1.x documentation](https://py.sdk.modelcontextprotocol.io/).
New to v2, or coming from v1? **[What's new in v2](whats-new.md)** is the five-minute tour of what changed.
Trying v2? [Tell us what you find](https://github.com/modelcontextprotocol/python-sdk/issues/new?template=v2-feedback.yaml) — it is the most useful thing you can do for the SDK right now.
The **Model Context Protocol (MCP)** lets applications provide context to LLMs in a standardized way, separating the concern of *providing* context from the LLM interaction itself.
This is the official Python SDK for it. With it you can:
* **Build MCP servers** that expose tools, resources, and prompts to any MCP host.
* **Build MCP clients** that connect to any MCP server.
* Speak every standard transport: stdio, Streamable HTTP, and SSE.
## Requirements
Python 3.10+.
## Installation
=== "uv"
```bash
uv add "mcp[cli]==2.0.0b1"
```
=== "pip"
```bash
pip install "mcp[cli]==2.0.0b1"
```
The `[cli]` extra gives you the `mcp` command; you'll want it for development.
!!! warning "Pin the version while v2 is in beta"
Installers never select a pre-release unless you name one, so an unpinned `uv add "mcp[cli]"`
gives you the latest **v1.x** release, which this documentation does not describe. Check
[PyPI](https://pypi.org/project/mcp/#history) for the newest beta before you copy the line
above. See [Installation](get-started/installation.md) for the details.
## Example
### Create it
Create a file `server.py`:
```python title="server.py"
--8<-- "docs_src/index/tutorial001.py"
```
That's a complete MCP server.
It exposes one **tool**, `add`, and one templated **resource**, `greeting://{name}`.
### Run it
```console
uv run mcp dev server.py
```
This starts your server and opens the [MCP Inspector](https://github.com/modelcontextprotocol/inspector), an interactive UI for poking at it. Open the URL it prints.
!!! note
The Inspector is a Node.js app, so `mcp dev` needs `npx` on your `PATH`.
### Try it
In the Inspector, go to **Tools** and call `add` with `a=1`, `b=2`.
You get `3` back. ✨
The Inspector built that form (a required integer field for `a`, another for `b`) from your type hints. So will Claude, and every other MCP host.
Now go to **Resources** and read `greeting://World`:
```text
Hello, World!
```
### Recap
Look again at what you did **not** write:
* No JSON Schema. `a: int, b: int` *is* the schema.
* No request parsing, no serialization, no validation code.
* No protocol handling at all.
You wrote two Python functions with type hints and a docstring. The SDK does the rest.
## Where to go next
* **[Get started](get-started/index.md)** takes you from install to a working, tested server.
* Building an application that *uses* MCP servers? Start with **[Clients](client/index.md)**.
* Already have a FastAPI or Starlette app? **[Add to an existing app](run/asgi.md)** mounts an MCP server inside it.
* Hunting an exact error message? **[Troubleshooting](troubleshooting.md)** is keyed by the verbatim text.
* Wondering what changed in v2? **[What's new in v2](whats-new.md)** is the five-minute tour.
* Migrating from v1? Start with the **[Migration Guide](migration.md)**.
* Hunting for an exact signature? The **[API Reference](api/mcp/index.md)** is generated from the source.
* Reading with an LLM? This documentation is also published in the [llms.txt](https://llmstxt.org/) format:
[llms.txt](https://py.sdk.modelcontextprotocol.io/v2/llms.txt) is an index of the pages, and
[llms-full.txt](https://py.sdk.modelcontextprotocol.io/v2/llms-full.txt) contains every page in a single file.