616 lines
23 KiB
Python
616 lines
23 KiB
Python
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import logging
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from datetime import timedelta
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from typing import Any, Protocol, overload
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import anyio.lowlevel
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from anyio.streams.memory import MemoryObjectReceiveStream, MemoryObjectSendStream
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from pydantic import AnyUrl, TypeAdapter
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from typing_extensions import deprecated
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import mcp.types as types
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from mcp.client.experimental import ExperimentalClientFeatures
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from mcp.client.experimental.task_handlers import ExperimentalTaskHandlers
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from mcp.shared.context import RequestContext
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from mcp.shared.message import SessionMessage
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from mcp.shared.session import BaseSession, ProgressFnT, RequestResponder
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from mcp.shared.version import SUPPORTED_PROTOCOL_VERSIONS
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DEFAULT_CLIENT_INFO = types.Implementation(name="mcp", version="0.1.0")
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logger = logging.getLogger("client")
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class SamplingFnT(Protocol):
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async def __call__(
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self,
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context: RequestContext["ClientSession", Any],
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params: types.CreateMessageRequestParams,
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) -> types.CreateMessageResult | types.CreateMessageResultWithTools | types.ErrorData: ... # pragma: no branch
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class ElicitationFnT(Protocol):
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async def __call__(
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self,
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context: RequestContext["ClientSession", Any],
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params: types.ElicitRequestParams,
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) -> types.ElicitResult | types.ErrorData: ... # pragma: no branch
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class ListRootsFnT(Protocol):
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async def __call__(
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self, context: RequestContext["ClientSession", Any]
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) -> types.ListRootsResult | types.ErrorData: ... # pragma: no branch
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class LoggingFnT(Protocol):
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async def __call__(
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self,
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params: types.LoggingMessageNotificationParams,
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) -> None: ... # pragma: no branch
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class MessageHandlerFnT(Protocol):
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async def __call__(
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self,
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message: RequestResponder[types.ServerRequest, types.ClientResult] | types.ServerNotification | Exception,
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) -> None: ... # pragma: no branch
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async def _default_message_handler(
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message: RequestResponder[types.ServerRequest, types.ClientResult] | types.ServerNotification | Exception,
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) -> None:
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await anyio.lowlevel.checkpoint()
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async def _default_sampling_callback(
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context: RequestContext["ClientSession", Any],
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params: types.CreateMessageRequestParams,
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) -> types.CreateMessageResult | types.CreateMessageResultWithTools | types.ErrorData:
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return types.ErrorData(
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code=types.INVALID_REQUEST,
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message="Sampling not supported",
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)
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async def _default_elicitation_callback(
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context: RequestContext["ClientSession", Any],
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params: types.ElicitRequestParams,
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) -> types.ElicitResult | types.ErrorData:
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return types.ErrorData( # pragma: no cover
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code=types.INVALID_REQUEST,
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message="Elicitation not supported",
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)
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async def _default_list_roots_callback(
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context: RequestContext["ClientSession", Any],
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) -> types.ListRootsResult | types.ErrorData:
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return types.ErrorData(
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code=types.INVALID_REQUEST,
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message="List roots not supported",
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)
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async def _default_logging_callback(
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params: types.LoggingMessageNotificationParams,
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) -> None:
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pass
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ClientResponse: TypeAdapter[types.ClientResult | types.ErrorData] = TypeAdapter(types.ClientResult | types.ErrorData)
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class ClientSession(
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BaseSession[
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types.ClientRequest,
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types.ClientNotification,
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types.ClientResult,
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types.ServerRequest,
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types.ServerNotification,
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]
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):
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def __init__(
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self,
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read_stream: MemoryObjectReceiveStream[SessionMessage | Exception],
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write_stream: MemoryObjectSendStream[SessionMessage],
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read_timeout_seconds: timedelta | None = None,
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sampling_callback: SamplingFnT | None = None,
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elicitation_callback: ElicitationFnT | 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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client_info: types.Implementation | None = None,
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*,
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sampling_capabilities: types.SamplingCapability | None = None,
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experimental_task_handlers: ExperimentalTaskHandlers | None = None,
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) -> None:
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super().__init__(
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read_stream,
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write_stream,
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types.ServerRequest,
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types.ServerNotification,
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read_timeout_seconds=read_timeout_seconds,
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)
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self._client_info = client_info or DEFAULT_CLIENT_INFO
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self._sampling_callback = sampling_callback or _default_sampling_callback
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self._sampling_capabilities = sampling_capabilities
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self._elicitation_callback = elicitation_callback or _default_elicitation_callback
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self._list_roots_callback = list_roots_callback or _default_list_roots_callback
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self._logging_callback = logging_callback or _default_logging_callback
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self._message_handler = message_handler or _default_message_handler
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self._tool_output_schemas: dict[str, dict[str, Any] | None] = {}
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self._server_capabilities: types.ServerCapabilities | None = None
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self._experimental_features: ExperimentalClientFeatures | None = None
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# Experimental: Task handlers (use defaults if not provided)
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self._task_handlers = experimental_task_handlers or ExperimentalTaskHandlers()
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async def initialize(self) -> types.InitializeResult:
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sampling = (
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(self._sampling_capabilities or types.SamplingCapability())
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if self._sampling_callback is not _default_sampling_callback
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else None
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)
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elicitation = (
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types.ElicitationCapability(
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form=types.FormElicitationCapability(),
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url=types.UrlElicitationCapability(),
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)
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if self._elicitation_callback is not _default_elicitation_callback
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else None
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)
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roots = (
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# TODO: Should this be based on whether we
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# _will_ send notifications, or only whether
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# they're supported?
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types.RootsCapability(listChanged=True)
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if self._list_roots_callback is not _default_list_roots_callback
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else None
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)
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result = await self.send_request(
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types.ClientRequest(
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types.InitializeRequest(
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params=types.InitializeRequestParams(
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protocolVersion=types.LATEST_PROTOCOL_VERSION,
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capabilities=types.ClientCapabilities(
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sampling=sampling,
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elicitation=elicitation,
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experimental=None,
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roots=roots,
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tasks=self._task_handlers.build_capability(),
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),
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clientInfo=self._client_info,
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),
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)
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),
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types.InitializeResult,
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)
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if result.protocolVersion not in SUPPORTED_PROTOCOL_VERSIONS:
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raise RuntimeError(f"Unsupported protocol version from the server: {result.protocolVersion}")
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self._server_capabilities = result.capabilities
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await self.send_notification(types.ClientNotification(types.InitializedNotification()))
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return result
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def get_server_capabilities(self) -> types.ServerCapabilities | None:
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"""Return the server capabilities received during initialization.
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Returns None if the session has not been initialized yet.
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"""
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return self._server_capabilities
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@property
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def experimental(self) -> ExperimentalClientFeatures:
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"""Experimental APIs for tasks and other features.
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WARNING: These APIs are experimental and may change without notice.
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Example:
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status = await session.experimental.get_task(task_id)
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result = await session.experimental.get_task_result(task_id, CallToolResult)
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"""
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if self._experimental_features is None:
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self._experimental_features = ExperimentalClientFeatures(self)
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return self._experimental_features
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async def send_ping(self) -> types.EmptyResult:
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"""Send a ping request."""
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return await self.send_request(
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types.ClientRequest(types.PingRequest()),
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types.EmptyResult,
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)
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async def send_progress_notification(
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self,
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progress_token: str | int,
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progress: float,
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total: float | None = None,
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message: str | None = None,
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) -> None:
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"""Send a progress notification."""
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await self.send_notification(
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types.ClientNotification(
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types.ProgressNotification(
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params=types.ProgressNotificationParams(
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progressToken=progress_token,
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progress=progress,
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total=total,
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message=message,
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),
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),
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)
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)
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async def set_logging_level(self, level: types.LoggingLevel) -> types.EmptyResult:
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"""Send a logging/setLevel request."""
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return await self.send_request( # pragma: no cover
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types.ClientRequest(
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types.SetLevelRequest(
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params=types.SetLevelRequestParams(level=level),
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)
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),
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types.EmptyResult,
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)
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@overload
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@deprecated("Use list_resources(params=PaginatedRequestParams(...)) instead")
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async def list_resources(self, cursor: str | None) -> types.ListResourcesResult: ...
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@overload
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async def list_resources(self, *, params: types.PaginatedRequestParams | None) -> types.ListResourcesResult: ...
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@overload
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async def list_resources(self) -> types.ListResourcesResult: ...
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async def list_resources(
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self,
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cursor: str | None = None,
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*,
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params: types.PaginatedRequestParams | None = None,
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) -> types.ListResourcesResult:
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"""Send a resources/list request.
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Args:
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cursor: Simple cursor string for pagination (deprecated, use params instead)
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params: Full pagination parameters including cursor and any future fields
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"""
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if params is not None and cursor is not None:
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raise ValueError("Cannot specify both cursor and params")
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if params is not None:
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request_params = params
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elif cursor is not None:
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request_params = types.PaginatedRequestParams(cursor=cursor)
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else:
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request_params = None
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return await self.send_request(
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types.ClientRequest(types.ListResourcesRequest(params=request_params)),
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types.ListResourcesResult,
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)
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@overload
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@deprecated("Use list_resource_templates(params=PaginatedRequestParams(...)) instead")
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async def list_resource_templates(self, cursor: str | None) -> types.ListResourceTemplatesResult: ...
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@overload
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async def list_resource_templates(
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self, *, params: types.PaginatedRequestParams | None
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) -> types.ListResourceTemplatesResult: ...
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@overload
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async def list_resource_templates(self) -> types.ListResourceTemplatesResult: ...
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async def list_resource_templates(
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self,
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cursor: str | None = None,
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*,
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params: types.PaginatedRequestParams | None = None,
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) -> types.ListResourceTemplatesResult:
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"""Send a resources/templates/list request.
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Args:
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cursor: Simple cursor string for pagination (deprecated, use params instead)
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params: Full pagination parameters including cursor and any future fields
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"""
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if params is not None and cursor is not None:
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raise ValueError("Cannot specify both cursor and params")
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if params is not None:
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request_params = params
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elif cursor is not None:
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request_params = types.PaginatedRequestParams(cursor=cursor)
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else:
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request_params = None
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return await self.send_request(
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types.ClientRequest(types.ListResourceTemplatesRequest(params=request_params)),
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types.ListResourceTemplatesResult,
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)
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async def read_resource(self, uri: AnyUrl) -> types.ReadResourceResult:
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"""Send a resources/read request."""
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return await self.send_request(
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types.ClientRequest(
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types.ReadResourceRequest(
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params=types.ReadResourceRequestParams(uri=uri),
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)
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),
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types.ReadResourceResult,
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)
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async def subscribe_resource(self, uri: AnyUrl) -> types.EmptyResult:
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"""Send a resources/subscribe request."""
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return await self.send_request( # pragma: no cover
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types.ClientRequest(
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types.SubscribeRequest(
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params=types.SubscribeRequestParams(uri=uri),
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)
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),
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types.EmptyResult,
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)
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async def unsubscribe_resource(self, uri: AnyUrl) -> types.EmptyResult:
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"""Send a resources/unsubscribe request."""
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return await self.send_request( # pragma: no cover
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types.ClientRequest(
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types.UnsubscribeRequest(
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params=types.UnsubscribeRequestParams(uri=uri),
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)
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),
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types.EmptyResult,
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)
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async def call_tool(
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self,
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name: str,
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arguments: dict[str, Any] | None = None,
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read_timeout_seconds: timedelta | None = None,
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progress_callback: ProgressFnT | None = None,
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*,
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meta: dict[str, Any] | None = None,
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) -> types.CallToolResult:
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|
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"""Send a tools/call request with optional progress callback support."""
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|
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_meta: types.RequestParams.Meta | None = None
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if meta is not None:
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_meta = types.RequestParams.Meta(**meta)
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result = await self.send_request(
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types.ClientRequest(
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types.CallToolRequest(
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params=types.CallToolRequestParams(name=name, arguments=arguments, _meta=_meta),
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)
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),
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types.CallToolResult,
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request_read_timeout_seconds=read_timeout_seconds,
|
||
|
|
progress_callback=progress_callback,
|
||
|
|
)
|
||
|
|
|
||
|
|
if not result.isError:
|
||
|
|
await self._validate_tool_result(name, result)
|
||
|
|
|
||
|
|
return result
|
||
|
|
|
||
|
|
async def _validate_tool_result(self, name: str, result: types.CallToolResult) -> None:
|
||
|
|
"""Validate the structured content of a tool result against its output schema."""
|
||
|
|
if name not in self._tool_output_schemas:
|
||
|
|
# refresh output schema cache
|
||
|
|
await self.list_tools()
|
||
|
|
|
||
|
|
output_schema = None
|
||
|
|
if name in self._tool_output_schemas:
|
||
|
|
output_schema = self._tool_output_schemas.get(name)
|
||
|
|
else:
|
||
|
|
logger.warning(f"Tool {name} not listed by server, cannot validate any structured content")
|
||
|
|
|
||
|
|
if output_schema is not None:
|
||
|
|
from jsonschema import SchemaError, ValidationError, validate
|
||
|
|
|
||
|
|
if result.structuredContent is None:
|
||
|
|
raise RuntimeError(
|
||
|
|
f"Tool {name} has an output schema but did not return structured content"
|
||
|
|
) # pragma: no cover
|
||
|
|
try:
|
||
|
|
validate(result.structuredContent, output_schema)
|
||
|
|
except ValidationError as e:
|
||
|
|
raise RuntimeError(f"Invalid structured content returned by tool {name}: {e}") # pragma: no cover
|
||
|
|
except SchemaError as e: # pragma: no cover
|
||
|
|
raise RuntimeError(f"Invalid schema for tool {name}: {e}") # pragma: no cover
|
||
|
|
|
||
|
|
@overload
|
||
|
|
@deprecated("Use list_prompts(params=PaginatedRequestParams(...)) instead")
|
||
|
|
async def list_prompts(self, cursor: str | None) -> types.ListPromptsResult: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
async def list_prompts(self, *, params: types.PaginatedRequestParams | None) -> types.ListPromptsResult: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
async def list_prompts(self) -> types.ListPromptsResult: ...
|
||
|
|
|
||
|
|
async def list_prompts(
|
||
|
|
self,
|
||
|
|
cursor: str | None = None,
|
||
|
|
*,
|
||
|
|
params: types.PaginatedRequestParams | None = None,
|
||
|
|
) -> types.ListPromptsResult:
|
||
|
|
"""Send a prompts/list request.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
cursor: Simple cursor string for pagination (deprecated, use params instead)
|
||
|
|
params: Full pagination parameters including cursor and any future fields
|
||
|
|
"""
|
||
|
|
if params is not None and cursor is not None:
|
||
|
|
raise ValueError("Cannot specify both cursor and params")
|
||
|
|
|
||
|
|
if params is not None:
|
||
|
|
request_params = params
|
||
|
|
elif cursor is not None:
|
||
|
|
request_params = types.PaginatedRequestParams(cursor=cursor)
|
||
|
|
else:
|
||
|
|
request_params = None
|
||
|
|
|
||
|
|
return await self.send_request(
|
||
|
|
types.ClientRequest(types.ListPromptsRequest(params=request_params)),
|
||
|
|
types.ListPromptsResult,
|
||
|
|
)
|
||
|
|
|
||
|
|
async def get_prompt(self, name: str, arguments: dict[str, str] | None = None) -> types.GetPromptResult:
|
||
|
|
"""Send a prompts/get request."""
|
||
|
|
return await self.send_request(
|
||
|
|
types.ClientRequest(
|
||
|
|
types.GetPromptRequest(
|
||
|
|
params=types.GetPromptRequestParams(name=name, arguments=arguments),
|
||
|
|
)
|
||
|
|
),
|
||
|
|
types.GetPromptResult,
|
||
|
|
)
|
||
|
|
|
||
|
|
async def complete(
|
||
|
|
self,
|
||
|
|
ref: types.ResourceTemplateReference | types.PromptReference,
|
||
|
|
argument: dict[str, str],
|
||
|
|
context_arguments: dict[str, str] | None = None,
|
||
|
|
) -> types.CompleteResult:
|
||
|
|
"""Send a completion/complete request."""
|
||
|
|
context = None
|
||
|
|
if context_arguments is not None:
|
||
|
|
context = types.CompletionContext(arguments=context_arguments)
|
||
|
|
|
||
|
|
return await self.send_request(
|
||
|
|
types.ClientRequest(
|
||
|
|
types.CompleteRequest(
|
||
|
|
params=types.CompleteRequestParams(
|
||
|
|
ref=ref,
|
||
|
|
argument=types.CompletionArgument(**argument),
|
||
|
|
context=context,
|
||
|
|
),
|
||
|
|
)
|
||
|
|
),
|
||
|
|
types.CompleteResult,
|
||
|
|
)
|
||
|
|
|
||
|
|
@overload
|
||
|
|
@deprecated("Use list_tools(params=PaginatedRequestParams(...)) instead")
|
||
|
|
async def list_tools(self, cursor: str | None) -> types.ListToolsResult: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
async def list_tools(self, *, params: types.PaginatedRequestParams | None) -> types.ListToolsResult: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
async def list_tools(self) -> types.ListToolsResult: ...
|
||
|
|
|
||
|
|
async def list_tools(
|
||
|
|
self,
|
||
|
|
cursor: str | None = None,
|
||
|
|
*,
|
||
|
|
params: types.PaginatedRequestParams | None = None,
|
||
|
|
) -> types.ListToolsResult:
|
||
|
|
"""Send a tools/list request.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
cursor: Simple cursor string for pagination (deprecated, use params instead)
|
||
|
|
params: Full pagination parameters including cursor and any future fields
|
||
|
|
"""
|
||
|
|
if params is not None and cursor is not None:
|
||
|
|
raise ValueError("Cannot specify both cursor and params")
|
||
|
|
|
||
|
|
if params is not None:
|
||
|
|
request_params = params
|
||
|
|
elif cursor is not None:
|
||
|
|
request_params = types.PaginatedRequestParams(cursor=cursor)
|
||
|
|
else:
|
||
|
|
request_params = None
|
||
|
|
|
||
|
|
result = await self.send_request(
|
||
|
|
types.ClientRequest(types.ListToolsRequest(params=request_params)),
|
||
|
|
types.ListToolsResult,
|
||
|
|
)
|
||
|
|
|
||
|
|
# Cache tool output schemas for future validation
|
||
|
|
# Note: don't clear the cache, as we may be using a cursor
|
||
|
|
for tool in result.tools:
|
||
|
|
self._tool_output_schemas[tool.name] = tool.outputSchema
|
||
|
|
|
||
|
|
return result
|
||
|
|
|
||
|
|
async def send_roots_list_changed(self) -> None: # pragma: no cover
|
||
|
|
"""Send a roots/list_changed notification."""
|
||
|
|
await self.send_notification(types.ClientNotification(types.RootsListChangedNotification()))
|
||
|
|
|
||
|
|
async def _received_request(self, responder: RequestResponder[types.ServerRequest, types.ClientResult]) -> None:
|
||
|
|
ctx = RequestContext[ClientSession, Any](
|
||
|
|
request_id=responder.request_id,
|
||
|
|
meta=responder.request_meta,
|
||
|
|
session=self,
|
||
|
|
lifespan_context=None,
|
||
|
|
)
|
||
|
|
|
||
|
|
# Delegate to experimental task handler if applicable
|
||
|
|
if self._task_handlers.handles_request(responder.request):
|
||
|
|
with responder:
|
||
|
|
await self._task_handlers.handle_request(ctx, responder)
|
||
|
|
return None
|
||
|
|
|
||
|
|
# Core request handling
|
||
|
|
match responder.request.root:
|
||
|
|
case types.CreateMessageRequest(params=params):
|
||
|
|
with responder:
|
||
|
|
# Check if this is a task-augmented request
|
||
|
|
if params.task is not None:
|
||
|
|
response = await self._task_handlers.augmented_sampling(ctx, params, params.task)
|
||
|
|
else:
|
||
|
|
response = await self._sampling_callback(ctx, params)
|
||
|
|
client_response = ClientResponse.validate_python(response)
|
||
|
|
await responder.respond(client_response)
|
||
|
|
|
||
|
|
case types.ElicitRequest(params=params):
|
||
|
|
with responder:
|
||
|
|
# Check if this is a task-augmented request
|
||
|
|
if params.task is not None:
|
||
|
|
response = await self._task_handlers.augmented_elicitation(ctx, params, params.task)
|
||
|
|
else:
|
||
|
|
response = await self._elicitation_callback(ctx, params)
|
||
|
|
client_response = ClientResponse.validate_python(response)
|
||
|
|
await responder.respond(client_response)
|
||
|
|
|
||
|
|
case types.ListRootsRequest():
|
||
|
|
with responder:
|
||
|
|
response = await self._list_roots_callback(ctx)
|
||
|
|
client_response = ClientResponse.validate_python(response)
|
||
|
|
await responder.respond(client_response)
|
||
|
|
|
||
|
|
case types.PingRequest(): # pragma: no cover
|
||
|
|
with responder:
|
||
|
|
return await responder.respond(types.ClientResult(root=types.EmptyResult()))
|
||
|
|
|
||
|
|
case _: # pragma: no cover
|
||
|
|
pass # Task requests handled above by _task_handlers
|
||
|
|
|
||
|
|
return None
|
||
|
|
|
||
|
|
async def _handle_incoming(
|
||
|
|
self,
|
||
|
|
req: RequestResponder[types.ServerRequest, types.ClientResult] | types.ServerNotification | Exception,
|
||
|
|
) -> None:
|
||
|
|
"""Handle incoming messages by forwarding to the message handler."""
|
||
|
|
await self._message_handler(req)
|
||
|
|
|
||
|
|
async def _received_notification(self, notification: types.ServerNotification) -> None:
|
||
|
|
"""Handle notifications from the server."""
|
||
|
|
# Process specific notification types
|
||
|
|
match notification.root:
|
||
|
|
case types.LoggingMessageNotification(params=params):
|
||
|
|
await self._logging_callback(params)
|
||
|
|
case types.ElicitCompleteNotification(params=params):
|
||
|
|
# Handle elicitation completion notification
|
||
|
|
# Clients MAY use this to retry requests or update UI
|
||
|
|
# The notification contains the elicitationId of the completed elicitation
|
||
|
|
pass
|
||
|
|
case _:
|
||
|
|
pass
|