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# Testing MCP Servers | ||
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If you call yourself a developer, you will want to test your MCP server. | ||
The Python SDK offers the `create_connected_server_and_client_session` function to create a session | ||
using an in-memory transport. I know, I know, the name is too long... We are working on improving it. | ||
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Anyway, let's assume you have a simple server with a single tool: | ||
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```python title="server.py" | ||
from mcp.server import FastMCP | ||
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app = FastMCP("Calculator") | ||
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@app.tool() | ||
def add(a: int, b: int) -> int: | ||
"""Add two numbers.""" # (1)! | ||
return a + b | ||
``` | ||
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1. The docstring is automatically added as the description of the tool. | ||
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To run the below test, you'll need to install the following dependencies: | ||
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=== "pip" | ||
```bash | ||
pip install inline-snapshot pytest | ||
``` | ||
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=== "uv" | ||
```bash | ||
uv add inline-snapshot pytest | ||
``` | ||
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!!! info | ||
I think [`pytest`](https://docs.pytest.org/en/stable/) is a pretty standard testing framework, | ||
so I won't go into details here. | ||
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The [`inline-snapshot`](https://15r10nk.github.io/inline-snapshot/latest/) is a library that allows | ||
you to take snapshots of the output of your tests. Which makes it easier to create tests for your | ||
server - you don't need to use it, but we are spreading the word for best practices. | ||
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```python title="test_server.py" | ||
from collections.abc import AsyncGenerator | ||
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import pytest | ||
from inline_snapshot import snapshot | ||
from mcp.client.session import ClientSession | ||
from mcp.shared.memory import create_connected_server_and_client_session | ||
from mcp.types import CallToolResult, TextContent | ||
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from server import app | ||
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@pytest.fixture | ||
def anyio_backend(): # (1)! | ||
return "asyncio" | ||
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@pytest.fixture | ||
async def client_session() -> AsyncGenerator[ClientSession]: | ||
async with create_connected_server_and_client_session(app, raise_exceptions=True) as _session: | ||
yield _session | ||
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@pytest.mark.anyio | ||
async def test_call_add_tool(client_session: ClientSession): | ||
result = await client_session.call_tool("add", {"a": 1, "b": 2}) | ||
assert result == snapshot( | ||
CallToolResult( | ||
content=[TextContent(type="text", text="3")], | ||
structuredContent={"result": 3}, | ||
) | ||
) | ||
``` | ||
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1. If you are using `trio`, you should set `"trio"` as the `anyio_backend`. Check more information in the [anyio documentation](https://anyio.readthedocs.io/en/stable/testing.html#specifying-the-backends-to-run-on). | ||
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There you go! You can now extend your tests to cover more scenarios. |
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I've also introduced support for
FastMCP
here.