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https://github.com/PrefectHQ/fastmcp.git
synced 2026-08-21 13:04:18 +02:00
add clients
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commit
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5 changed files with 368 additions and 0 deletions
5
src/fastmcp/client/__init__.py
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5
src/fastmcp/client/__init__.py
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from .websocket import WebSocketClient
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from .sse import SSEClient
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from .stdio import StdioClient
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__all__ = ["StdioClient", "SSEClient", "WebSocketClient"]
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190
src/fastmcp/client/base.py
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190
src/fastmcp/client/base.py
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import abc
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import contextlib
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import datetime
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from typing import Any, AsyncContextManager, Optional
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import mcp.types
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from mcp import ClientSession
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from mcp.client.session import ListRootsFnT, LoggingFnT, MessageHandlerFnT, SamplingFnT
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from mcp.shared.context import LifespanContextT, RequestContext
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from pydantic import AnyUrl
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def _get_roots_callback(roots: list[mcp.types.Root]) -> ListRootsFnT | None:
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async def _roots_callback(
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context: RequestContext[ClientSession, LifespanContextT],
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) -> mcp.types.ListRootsResult:
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return mcp.types.ListRootsResult(roots=roots)
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return _roots_callback
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class BaseClient(abc.ABC):
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def __init__(
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self,
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roots: list[mcp.types.Root] | None = None,
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sampling_callback: SamplingFnT | None = None,
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list_roots_callback: ListRootsFnT | None = None,
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logging_callback: LoggingFnT | None = None,
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message_handler: MessageHandlerFnT | None = None,
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read_timeout_seconds: datetime.timedelta | None = None,
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):
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self._transport: Any = None
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self._session: Optional[ClientSession] = None
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self._cm: Optional[AsyncContextManager] = None
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if roots is not None:
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if list_roots_callback is not None:
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raise ValueError(
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"Cannot provide both `roots` and `list_roots_callback`. "
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"Either provide a list of roots or a callback to list roots."
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)
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else:
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list_roots_callback = _get_roots_callback(roots)
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self._sampling_callback = sampling_callback
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self._list_roots_callback = list_roots_callback
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self._logging_callback = logging_callback
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self._message_handler = message_handler
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self._read_timeout_seconds = read_timeout_seconds
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@property
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def transport(self):
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"""Get the current transport connection"""
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if self._transport is None:
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raise RuntimeError(
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"Client is not connected. Use 'async with client:' context manager first."
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)
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return self._transport
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@property
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def session(self):
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"""Get the current session"""
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if self._session is None:
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raise RuntimeError(
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"Client is not connected. Use 'async with client:' context manager first."
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)
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return self._session
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def is_connected(self):
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"""Check if the client is currently connected"""
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return self._session is not None
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@abc.abstractmethod
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def _connect(
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self,
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sampling_callback: SamplingFnT | None = None,
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list_roots_callback: ListRootsFnT | None = None,
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logging_callback: LoggingFnT | None = None,
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message_handler: MessageHandlerFnT | None = None,
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) -> AsyncContextManager:
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"""Return an async context manager that handles connection lifecycle.
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This will be called by __aenter__ to establish the connection."""
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raise NotImplementedError("Subclasses must implement this method")
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@contextlib.asynccontextmanager
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async def _create_connection_context(self):
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"""Create and manage the connection context if not already connected.
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This handles both creating a new connection or reusing an existing one."""
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created_connection = False
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try:
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if not self.is_connected():
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# Only create a new connection if not already connected
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self._cm = self._connect()
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await self._cm.__aenter__()
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created_connection = True
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yield
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finally:
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if created_connection and self._cm is not None:
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# Only close if we created the connection in this context
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await self._cm.__aexit__(None, None, None)
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self._transport = None
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self._session = None
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self._cm = None
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@contextlib.asynccontextmanager
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async def _set_session(self, transport: Any, session: ClientSession):
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self._transport = transport
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self._session = session
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try:
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await self._session.initialize()
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yield
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finally:
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self._transport = None
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self._session = None
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async def __aenter__(self):
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self._connection_ctx = self._create_connection_context()
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await self._connection_ctx.__aenter__()
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return self
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async def __aexit__(self, exc_type, exc_val, exc_tb):
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await self._connection_ctx.__aexit__(exc_type, exc_val, exc_tb)
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# --- MCP Client Methods ---
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async def ping(self) -> None:
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"""Send a ping request."""
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await self.session.send_ping()
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async def progress(
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self, progress_token: str | int, progress: float, total: float | None = None
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) -> None:
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"""Send a progress notification."""
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await self.session.send_progress_notification(progress_token, progress, total)
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async def set_logging_level(self, level: mcp.types.LoggingLevel) -> None:
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"""Send a logging/setLevel request."""
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await self.session.set_logging_level(level)
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async def list_resources(self) -> mcp.types.ListResourcesResult:
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"""Send a resources/list request."""
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return await self.session.list_resources()
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async def list_resource_templates(self) -> mcp.types.ListResourceTemplatesResult:
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"""Send a resources/listResourceTemplates request."""
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return await self.session.list_resource_templates()
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async def read_resource(self, uri: AnyUrl) -> mcp.types.ReadResourceResult:
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"""Send a resources/read request."""
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return await self.session.read_resource(uri)
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async def subscribe_resource(self, uri: AnyUrl) -> None:
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"""Send a resources/subscribe request."""
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await self.session.subscribe_resource(uri)
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async def unsubscribe_resource(self, uri: AnyUrl) -> None:
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"""Send a resources/unsubscribe request."""
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await self.session.unsubscribe_resource(uri)
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async def list_prompts(self) -> mcp.types.ListPromptsResult:
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"""Send a prompts/list request."""
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return await self.session.list_prompts()
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async def get_prompt(
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self, name: str, arguments: dict[str, str] | None = None
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) -> mcp.types.GetPromptResult:
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"""Send a prompts/get request."""
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return await self.session.get_prompt(name, arguments)
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async def complete(
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self,
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ref: mcp.types.ResourceReference | mcp.types.PromptReference,
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argument: dict[str, str],
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) -> mcp.types.CompleteResult:
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"""Send a completion/complete request."""
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return await self.session.complete(ref, argument)
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async def list_tools(self) -> mcp.types.ListToolsResult:
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"""Send a tools/list request."""
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return await self.session.list_tools()
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async def call_tool(
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self, name: str, arguments: dict[str, Any] | None = None
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) -> mcp.types.CallToolResult:
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"""Send a tools/call request."""
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return await self.session.call_tool(name, arguments)
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async def send_roots_list_changed(self) -> None:
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"""Send a roots/list_changed notification."""
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await self.session.send_roots_list_changed()
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55
src/fastmcp/client/sse.py
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55
src/fastmcp/client/sse.py
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import contextlib
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import datetime
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import mcp.types
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from mcp import ClientSession
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from mcp.client.sse import sse_client
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from fastmcp.client.base import (
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BaseClient,
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ListRootsFnT,
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LoggingFnT,
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MessageHandlerFnT,
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SamplingFnT,
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)
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class SSEClient(BaseClient):
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def __init__(
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self,
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url: str,
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headers: dict[str, str] | None = None,
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roots: list[mcp.types.Root] | None = None,
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sampling_callback: SamplingFnT | None = None,
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list_roots_callback: ListRootsFnT | None = None,
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logging_callback: LoggingFnT | None = None,
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message_handler: MessageHandlerFnT | None = None,
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read_timeout_seconds: datetime.timedelta | None = None,
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):
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super().__init__(
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roots=roots,
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sampling_callback=sampling_callback,
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list_roots_callback=list_roots_callback,
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logging_callback=logging_callback,
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message_handler=message_handler,
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read_timeout_seconds=read_timeout_seconds,
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)
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self.url = url
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self.headers = headers or {}
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@contextlib.asynccontextmanager
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async def _connect(self):
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"""Set up SSE connection and session"""
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async with sse_client(self.url, headers=self.headers) as transport:
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read_stream, write_stream = transport
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async with ClientSession(
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read_stream=read_stream,
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write_stream=write_stream,
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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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read_timeout_seconds=self._read_timeout_seconds,
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) as session:
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async with self._set_session(transport, session):
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yield self
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64
src/fastmcp/client/stdio.py
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64
src/fastmcp/client/stdio.py
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import contextlib
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import datetime
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import mcp.types
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from mcp import ClientSession, StdioServerParameters
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from mcp.client.stdio import stdio_client
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from fastmcp.client.base import (
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BaseClient,
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ListRootsFnT,
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LoggingFnT,
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MessageHandlerFnT,
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SamplingFnT,
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)
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class StdioClient(BaseClient):
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def __init__(
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self,
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server_script_path: str,
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roots: list[mcp.types.Root] | None = None,
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sampling_callback: SamplingFnT | None = None,
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list_roots_callback: ListRootsFnT | None = None,
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logging_callback: LoggingFnT | None = None,
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message_handler: MessageHandlerFnT | None = None,
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read_timeout_seconds: datetime.timedelta | None = None,
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):
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super().__init__(
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roots=roots,
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sampling_callback=sampling_callback,
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list_roots_callback=list_roots_callback,
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logging_callback=logging_callback,
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message_handler=message_handler,
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read_timeout_seconds=read_timeout_seconds,
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)
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self.server_script_path = server_script_path
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@contextlib.asynccontextmanager
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async def _connect(self):
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"""Set up stdio connection and session"""
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is_python = self.server_script_path.endswith(".py")
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is_js = self.server_script_path.endswith(".js")
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if not (is_python or is_js):
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raise ValueError("Server script must be a .py or .js file")
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command = "python" if is_python else "node"
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server_params = StdioServerParameters(
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command=command, args=[self.server_script_path], env=None
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)
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async with stdio_client(server_params) as transport:
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stdio, write = transport
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async with ClientSession(
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read_stream=stdio,
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write_stream=write,
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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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read_timeout_seconds=self._read_timeout_seconds,
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) as session:
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async with self._set_session(transport, session):
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yield self
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54
src/fastmcp/client/websocket.py
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54
src/fastmcp/client/websocket.py
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@ -0,0 +1,54 @@
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import contextlib
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import datetime
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import mcp.types
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from mcp import ClientSession
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from mcp.client.websocket import websocket_client
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from fastmcp.client.base import (
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BaseClient,
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ListRootsFnT,
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LoggingFnT,
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MessageHandlerFnT,
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SamplingFnT,
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)
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class WebSocketClient(BaseClient):
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def __init__(
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self,
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url: str,
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roots: list[mcp.types.Root] | None = None,
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sampling_callback: SamplingFnT | None = None,
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list_roots_callback: ListRootsFnT | None = None,
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logging_callback: LoggingFnT | None = None,
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message_handler: MessageHandlerFnT | None = None,
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read_timeout_seconds: datetime.timedelta | None = None,
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):
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super().__init__(
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roots=roots,
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sampling_callback=sampling_callback,
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list_roots_callback=list_roots_callback,
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logging_callback=logging_callback,
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message_handler=message_handler,
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read_timeout_seconds=read_timeout_seconds,
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)
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self.url = url
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@contextlib.asynccontextmanager
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async def _connect(self):
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"""Set up WebSocket connection and session"""
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async with websocket_client(self.url) as transport:
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read_stream, write_stream = transport
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async with ClientSession(
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read_stream=read_stream,
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write_stream=write_stream,
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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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read_timeout_seconds=self._read_timeout_seconds,
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) as session:
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async with self._set_session(transport, session):
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yield self
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