mirror of
https://github.com/PrefectHQ/fastmcp.git
synced 2026-08-19 12:04:18 +02:00
Merge pull request #100 from jlowin/memory-client
Add in-memory client for calling FastMCP servers (and tests)
This commit is contained in:
Jeremiah Lowin
GitHub
commit
feb7ddff4d
11 changed files with 248 additions and 18 deletions
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@ -6,6 +6,8 @@ authors = [{ name = "Jeremiah Lowin" }]
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dependencies = [
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"mcp>=1.6.0,<2.0.0",
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"rich>=13.9.4",
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"typer>=0.15.2",
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"websockets>=15.0.1",
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]
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requires-python = ">=3.10"
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readme = "README.md"
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@ -2,9 +2,11 @@
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from importlib.metadata import version
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from fastmcp.server import FastMCP, Context
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from . import clients
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__version__ = version("fastmcp")
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__all__ = [
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"FastMCP",
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"Context",
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"clients",
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]
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@ -1,12 +1,12 @@
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from .websocket import WebSocketClient
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from .sse import SSEClient
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from .stdio import StdioClient, UvxClient
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from .memory import InMemoryClient
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from .fastmcp_client import FastMCPClient
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__all__ = [
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"StdioClient",
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"SSEClient",
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"WebSocketClient",
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"UvxClient",
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"InMemoryClient",
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"FastMCPClient",
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]
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@ -1,17 +1,17 @@
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import contextlib
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from typing import Any, TypeVar
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from typing import TypeVar
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from mcp.server import Server
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from mcp.shared.memory import create_connected_server_and_client_session
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from typing_extensions import Unpack
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from fastmcp.client.base import BaseClient, ClientKwargs
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from fastmcp.clients.base import BaseClient, ClientKwargs
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from fastmcp.server.server import FastMCP
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T = TypeVar("T")
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class InMemoryClient(BaseClient):
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"""Client that connects to an in-memory MCP server.
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class FastMCPClient(BaseClient):
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"""Client that connects directly to an in-memory FastMCP server.
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This client creates and manages an in-memory connection to a server,
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without using any external processes or network connections.
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@ -19,33 +19,29 @@ class InMemoryClient(BaseClient):
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def __init__(
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self,
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server: Server[Any],
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raise_exceptions: bool = False,
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server: FastMCP,
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**kwargs: Unpack[ClientKwargs],
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):
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"""Initialize an InMemoryClient that connects to an in-memory MCP server.
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Args:
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server: The MCP server instance to connect to
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raise_exceptions: Whether to raise exceptions from the server
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server: The FastMCP instance to connect to
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**kwargs: Additional arguments for BaseClient
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"""
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super().__init__(**kwargs)
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self.server = server
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self.raise_exceptions = raise_exceptions
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self._cm_session = None
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@contextlib.asynccontextmanager
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async def _connect(self):
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"""Set up in-memory connection and session"""
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self._cm_session = create_connected_server_and_client_session(
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server=self.server,
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server=self.server._mcp_server,
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read_timeout_seconds=self._read_timeout_seconds,
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sampling_callback=self._sampling_callback,
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list_roots_callback=self._list_roots_callback,
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logging_callback=self._logging_callback,
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message_handler=self._message_handler,
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raise_exceptions=self.raise_exceptions,
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)
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async with self._cm_session as session:
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@ -4,7 +4,7 @@ from mcp import ClientSession
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from mcp.client.sse import sse_client
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from typing_extensions import Unpack
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from fastmcp.client.base import BaseClient, ClientKwargs
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from fastmcp.clients.base import BaseClient, ClientKwargs
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class SSEClient(BaseClient):
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@ -6,7 +6,7 @@ from mcp import ClientSession, StdioServerParameters
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from mcp.client.stdio import stdio_client
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from typing_extensions import Unpack
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from fastmcp.client.base import BaseClient, ClientKwargs
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from fastmcp.clients.base import BaseClient, ClientKwargs
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class StdioClient(BaseClient):
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@ -4,7 +4,7 @@ from mcp import ClientSession
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from mcp.client.websocket import websocket_client
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from typing_extensions import Unpack
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from fastmcp.client.base import BaseClient, ClientKwargs
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from fastmcp.clients.base import BaseClient, ClientKwargs
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class WebSocketClient(BaseClient):
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1
tests/clients/__init__.py
Normal file
1
tests/clients/__init__.py
Normal file
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@ -0,0 +1 @@
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"""Client tests package."""
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166
tests/clients/test_fastmcp_client.py
Normal file
166
tests/clients/test_fastmcp_client.py
Normal file
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@ -0,0 +1,166 @@
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from typing import cast
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import pytest
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from pydantic import AnyUrl
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from fastmcp.clients import FastMCPClient
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from fastmcp.server.server import FastMCP
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class _TestException(Exception):
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"""Test exception for testing raise_exceptions behavior."""
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pass
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@pytest.fixture
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def fastmcp_server():
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"""Fixture that creates a FastMCP server with tools, resources, and prompts."""
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server = FastMCP("TestServer")
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# Add a tool
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@server.tool()
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def greet(name: str) -> str:
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"""Greet someone by name."""
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return f"Hello, {name}!"
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# Add a tool that raises an exception
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@server.tool()
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def error_tool() -> str:
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"""A tool that always raises an exception."""
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raise _TestException("Deliberate test exception")
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# Add a resource
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@server.resource(uri="data://users")
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async def get_users():
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return ["Alice", "Bob", "Charlie"]
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# Add a resource template
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@server.resource(uri="data://user/{user_id}")
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async def get_user(user_id: str):
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return {"id": user_id, "name": f"User {user_id}", "active": True}
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# Add a prompt
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@server.prompt()
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def welcome(name: str) -> str:
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return f"Welcome to FastMCP, {name}!"
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return server
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async def test_list_tools(fastmcp_server):
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"""Test listing tools with InMemoryClient."""
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client = FastMCPClient(server=fastmcp_server)
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async with client:
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result = await client.list_tools()
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# Check that our tools are available
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assert len(result.tools) == 2
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tool_names = [tool.name for tool in result.tools]
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assert "greet" in tool_names
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assert "error_tool" in tool_names
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async def test_call_tool(fastmcp_server):
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"""Test calling a tool with InMemoryClient."""
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client = FastMCPClient(server=fastmcp_server)
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async with client:
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result = await client.call_tool("greet", {"name": "World"})
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# The result content should contain our greeting
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content_str = str(result.content[0])
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assert "Hello, World!" in content_str
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async def test_list_resources(fastmcp_server):
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"""Test listing resources with InMemoryClient."""
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client = FastMCPClient(server=fastmcp_server)
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async with client:
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result = await client.list_resources()
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# Check that our resource is available
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assert len(result.resources) == 1
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assert str(result.resources[0].uri) == "data://users"
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async def test_list_prompts(fastmcp_server):
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"""Test listing prompts with InMemoryClient."""
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client = FastMCPClient(server=fastmcp_server)
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async with client:
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result = await client.list_prompts()
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# Check that our prompt is available
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assert len(result.prompts) == 1
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assert result.prompts[0].name == "welcome"
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async def test_get_prompt(fastmcp_server):
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"""Test getting a prompt with InMemoryClient."""
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client = FastMCPClient(server=fastmcp_server)
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async with client:
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result = await client.get_prompt("welcome", {"name": "Developer"})
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# The result should contain our welcome message
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result_str = str(result)
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assert "Welcome to FastMCP, Developer!" in result_str
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async def test_read_resource(fastmcp_server):
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"""Test reading a resource with InMemoryClient."""
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client = FastMCPClient(server=fastmcp_server)
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async with client:
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# Use the URI from the resource we know exists in our server
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uri = cast(
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AnyUrl, "data://users"
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) # Use cast for type hint only, the URI is valid
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result = await client.read_resource(uri)
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# The contents should include our user list
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contents_str = str(result.contents[0])
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assert "Alice" in contents_str
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assert "Bob" in contents_str
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assert "Charlie" in contents_str
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async def test_client_connection(fastmcp_server):
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"""Test that the client connects and disconnects properly."""
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client = FastMCPClient(server=fastmcp_server)
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# Before connection
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assert not client.is_connected()
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# During connection
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async with client:
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assert client.is_connected()
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# After connection
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assert not client.is_connected()
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async def test_resource_template(fastmcp_server):
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"""Test using a resource template with InMemoryClient."""
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client = FastMCPClient(server=fastmcp_server)
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async with client:
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# First, list templates
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result = await client.list_resource_templates()
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# Check that our template is available
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assert len(result.resourceTemplates) == 1
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assert "data://user/{user_id}" in result.resourceTemplates[0].uriTemplate
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# Now use the template with a specific user_id
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uri = cast(AnyUrl, "data://user/123")
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result = await client.read_resource(uri)
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# Check the content matches what we expect for the provided user_id
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content_str = str(result.contents[0])
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assert '"id": "123"' in content_str
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assert '"name": "User 123"' in content_str
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assert '"active": true' in content_str
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65
uv.lock
generated
65
uv.lock
generated
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@ -220,11 +220,13 @@ wheels = [
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[[package]]
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name = "fastmcp"
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version = "0.4.2.dev17+gfc3fc4e.d20250407"
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version = "0.4.2.dev21+g0b6e56c.d20250407"
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source = { editable = "." }
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dependencies = [
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{ name = "mcp" },
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{ name = "rich" },
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{ name = "typer" },
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{ name = "websockets" },
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]
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[package.dev-dependencies]
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@ -245,6 +247,8 @@ dev = [
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requires-dist = [
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{ name = "mcp", specifier = ">=1.6.0,<2.0.0" },
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{ name = "rich", specifier = ">=13.9.4" },
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{ name = "typer", specifier = ">=0.15.2" },
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{ name = "websockets", specifier = ">=15.0.1" },
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]
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[package.metadata.requires-dev]
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@ -1196,6 +1200,65 @@ wheels = [
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]
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|
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[[package]]
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||||
name = "websockets"
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version = "15.0.1"
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source = { registry = "https://pypi.org/simple" }
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wheels = [
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[[package]]
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||||
name = "wmctrl"
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||||
version = "0.5"
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||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue