504 lines
21 KiB
Python
504 lines
21 KiB
Python
"""Unified MCP Client that wraps ClientSession with transport management."""
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from __future__ import annotations
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from collections.abc import Awaitable, Callable, Mapping
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from contextlib import AsyncExitStack
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from dataclasses import KW_ONLY, dataclass, field
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from typing import Any, Literal, TypeVar, overload
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import anyio
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from typing_extensions import deprecated
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from mcp import types
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from mcp.client._memory import InMemoryTransport
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from mcp.client._probe import negotiate_auto
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from mcp.client._transport import Transport
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from mcp.client.session import ClientSession, ElicitationFnT, ListRootsFnT, LoggingFnT, MessageHandlerFnT, SamplingFnT
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from mcp.client.streamable_http import streamable_http_client
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from mcp.server import Server
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from mcp.server.mcpserver import MCPServer
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from mcp.server.runner import modern_on_request
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from mcp.shared.direct_dispatcher import create_direct_dispatcher_pair
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from mcp.shared.dispatcher import Dispatcher, ProgressFnT
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from mcp.shared.exceptions import MCPDeprecationWarning
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from mcp.shared.jsonrpc_dispatcher import JSONRPCDispatcher
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from mcp.shared.version import HANDSHAKE_PROTOCOL_VERSIONS, MODERN_PROTOCOL_VERSIONS
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from mcp.types import (
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CallToolResult,
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CompleteResult,
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EmptyResult,
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GetPromptResult,
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Implementation,
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InputRequiredResult,
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InputResponses,
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ListPromptsResult,
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ListResourcesResult,
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ListResourceTemplatesResult,
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ListToolsResult,
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LoggingLevel,
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PaginatedRequestParams,
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PromptReference,
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ReadResourceResult,
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RequestParamsMeta,
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ResourceTemplateReference,
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ServerCapabilities,
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)
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ConnectMode = Literal["legacy", "auto"] | str
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"""``mode=`` value: ``"legacy"`` (initialize handshake), ``"auto"`` (discover, fall back to
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initialize), or a modern protocol-version string (adopt directly). The ``str`` arm is for
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forward-compat; ``Client.__post_init__`` rejects anything outside that set at construction."""
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_T = TypeVar("_T")
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_Connector = Callable[[AsyncExitStack, ConnectMode, bool], Awaitable["Dispatcher[Any]"]]
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"""Resolved at ``__post_init__`` from the shape of ``server`` alone: enter whatever resources
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are needed onto the exit stack and hand back the ``Dispatcher`` ``ClientSession`` will drive.
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``mode`` and ``raise_exceptions`` are passed at call time so they're read at the same moment
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``__aenter__`` reads them for the handshake step."""
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def _connect_transport(transport: Transport) -> _Connector:
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"""Connector for the stream-backed paths (URL, user-supplied ``Transport``)."""
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async def connect(exit_stack: AsyncExitStack, _mode: ConnectMode, _raise_exceptions: bool) -> Dispatcher[Any]:
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read_stream, write_stream = await exit_stack.enter_async_context(transport)
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return JSONRPCDispatcher(read_stream, write_stream)
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return connect
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def _connect_inproc(server: Server[Any]) -> _Connector:
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"""Connector for an in-process ``Server``: legacy mode drives the stream loop via
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``InMemoryTransport``; any other mode drives the modern per-request path through a
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``DirectDispatcher`` peer pair (no streams, no JSON-RPC framing, no initialize handshake)."""
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async def connect(exit_stack: AsyncExitStack, mode: ConnectMode, raise_exceptions: bool) -> Dispatcher[Any]:
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if mode == "legacy":
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transport = InMemoryTransport(server, raise_exceptions=raise_exceptions)
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read_stream, write_stream = await exit_stack.enter_async_context(transport)
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return JSONRPCDispatcher(read_stream, write_stream)
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lifespan_state = await exit_stack.enter_async_context(server.lifespan(server))
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client_disp, server_disp = create_direct_dispatcher_pair(raise_handler_exceptions=raise_exceptions)
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tg = await exit_stack.enter_async_context(anyio.create_task_group())
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exit_stack.callback(server_disp.close)
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on_request = modern_on_request(server, lifespan_state)
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await tg.start(server_disp.run, on_request, _no_inbound_client_notifications)
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return client_disp
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return connect
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def _connected(value: _T | None) -> _T:
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"""Narrow a post-handshake session attribute from ``T | None`` to ``T``.
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``Client.__aenter__`` only assigns ``_session`` after the handshake succeeds, so inside
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``async with Client(...)`` these attributes are always populated; the ``.session`` gate
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raises before this is reached otherwise. The guard exists for pyright, not runtime.
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"""
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if value is None: # pragma: no cover
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raise RuntimeError("Client must be used within an async context manager")
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return value
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def _synthesize_discover(protocol_version: str) -> types.DiscoverResult:
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return types.DiscoverResult(
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supported_versions=[protocol_version],
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capabilities=types.ServerCapabilities(),
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server_info=types.Implementation(name="", version=""),
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result_type="complete",
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ttl_ms=0,
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cache_scope="public",
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)
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async def _no_inbound_client_notifications(_dctx: Any, _method: str, _params: Mapping[str, Any] | None) -> None:
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"""Server-side inbound ``OnNotify`` for the modern in-process path — receives nothing.
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At 2026-07-28 the spec defines no client→server notifications: ``initialized`` and
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``roots/list_changed`` are removed, and cancellation is structural (anyio scope cancel
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through the direct await, not a notify). Server→client notifications (progress, log
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messages) flow the other way via the per-request ``DispatchContext`` into the client's
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callbacks, and are not seen here.
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"""
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@dataclass
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class Client:
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"""A high-level MCP client for connecting to MCP servers.
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Supports in-memory transport for testing (pass a Server or MCPServer instance),
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Streamable HTTP transport (pass a URL string), or a custom Transport instance.
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Example:
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```python
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from mcp.client import Client
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from mcp.server.mcpserver import MCPServer
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server = MCPServer("test")
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@server.tool()
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def add(a: int, b: int) -> int:
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return a + b
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async def main():
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async with Client(server) as client:
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result = await client.call_tool("add", {"a": 1, "b": 2})
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asyncio.run(main())
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```
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"""
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server: Server[Any] | MCPServer | Transport | str
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"""The MCP server to connect to.
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If the server is a `Server` or `MCPServer` instance, it will be connected in-process.
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If the server is a URL string, it will be used as the URL for a `streamable_http_client` transport.
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If the server is a `Transport` instance, it will be used directly.
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"""
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_: KW_ONLY
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# TODO(Marcelo): When do `raise_exceptions=True` actually raises?
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raise_exceptions: bool = False
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"""Whether to raise exceptions from the server."""
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read_timeout_seconds: float | None = None
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"""Timeout for read operations."""
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sampling_callback: SamplingFnT | None = None
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"""Callback for handling sampling requests."""
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list_roots_callback: ListRootsFnT | None = None
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"""Callback for handling list roots requests."""
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logging_callback: LoggingFnT | None = None
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"""Callback for handling logging notifications."""
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# TODO(Marcelo): Why do we have both "callback" and "handler"?
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message_handler: MessageHandlerFnT | None = None
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"""Callback for handling raw messages."""
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client_info: Implementation | None = None
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"""Client implementation info to send to server."""
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mode: ConnectMode = "auto"
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"""How to negotiate the protocol version.
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'auto' (the default) probes `server/discover` and falls back to the initialize handshake on legacy servers;
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for an in-process `Server`/`MCPServer` it dispatches directly without JSON-RPC framing. 'legacy' forces the
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initialize handshake (byte-identical pre-2026 behavior). A modern protocol-version string (e.g. '2026-07-28')
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adopts that version directly without a probe — supply `prior_discover` to reuse a known DiscoverResult, or
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omit it to synthesize a minimal one."""
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prior_discover: types.DiscoverResult | None = None
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"""A previously-obtained DiscoverResult to install via .adopt() when mode is a version pin.
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Ignored when mode='legacy'."""
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elicitation_callback: ElicitationFnT | None = None
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"""Callback for handling elicitation requests."""
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_entered: bool = field(init=False, default=False)
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_session: ClientSession | None = field(init=False, default=None)
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_exit_stack: AsyncExitStack | None = field(init=False, default=None)
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_connect: _Connector = field(init=False, repr=False, compare=False)
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def __post_init__(self) -> None:
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if self.mode not in ("legacy", "auto") and self.mode not in MODERN_PROTOCOL_VERSIONS:
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hint = (
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f" ({self.mode!r} is a handshake-era version — use mode='legacy')"
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if self.mode in HANDSHAKE_PROTOCOL_VERSIONS
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else ""
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)
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raise ValueError(
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f"mode must be 'legacy', 'auto', or one of {list(MODERN_PROTOCOL_VERSIONS)}; got {self.mode!r}{hint}"
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)
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srv = self.server
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if isinstance(srv, MCPServer):
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srv = srv._lowlevel_server # pyright: ignore[reportPrivateUsage]
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if isinstance(srv, Server):
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self._connect = _connect_inproc(srv)
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elif isinstance(srv, str):
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self._connect = _connect_transport(streamable_http_client(srv))
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else:
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self._connect = _connect_transport(srv)
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async def _build_session(self, exit_stack: AsyncExitStack) -> ClientSession:
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"""Enter the resolved connector and return an un-entered ClientSession."""
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dispatcher = await self._connect(exit_stack, self.mode, self.raise_exceptions)
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return ClientSession(
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dispatcher=dispatcher,
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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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client_info=self.client_info,
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elicitation_callback=self.elicitation_callback,
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)
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async def __aenter__(self) -> Client:
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"""Enter the async context manager."""
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if self._entered:
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raise RuntimeError("Client is already entered; cannot reenter")
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self._entered = True
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async with AsyncExitStack() as exit_stack:
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session = await self._build_session(exit_stack)
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session = await exit_stack.enter_async_context(session)
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if self.mode == "legacy":
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await session.initialize()
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elif self.mode == "auto":
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await negotiate_auto(session)
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else:
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session.adopt(self.prior_discover or _synthesize_discover(self.mode))
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# Only publish the session after the handshake succeeds, so `_session is not None`
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# implies the protocol_version/server_info/server_capabilities are populated. If the
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# handshake raised above, the local exit_stack unwinds the transport for us.
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self._session = session
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self._exit_stack = exit_stack.pop_all()
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return self
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async def __aexit__(self, exc_type: type[BaseException] | None, exc_val: BaseException | None, exc_tb: Any) -> None:
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"""Exit the async context manager."""
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if self._exit_stack: # pragma: no branch
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await self._exit_stack.__aexit__(exc_type, exc_val, exc_tb)
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self._session = None
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@property
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def session(self) -> ClientSession:
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"""Get the underlying ClientSession.
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This provides access to the full ClientSession API for advanced use cases.
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Raises:
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RuntimeError: If accessed before entering the context manager.
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"""
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if self._session is None:
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raise RuntimeError("Client must be used within an async context manager")
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return self._session
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# TODO(maxisbey): the by-construction shape is for __aenter__ to return a connected-view
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# type whose protocol_version/server_info/server_capabilities are non-Optional fields,
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# eliminating these guards (and the one in .session). Same family as resolving the
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# transport/connector at __post_init__ so the Optional internal fields disappear.
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@property
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def protocol_version(self) -> str:
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"""Negotiated protocol version (set by initialize/discover/adopt during ``__aenter__``)."""
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return _connected(self.session.protocol_version)
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@property
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def server_info(self) -> Implementation:
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"""Server name/version (set by initialize/discover/adopt during ``__aenter__``)."""
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return _connected(self.session.server_info)
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@property
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def server_capabilities(self) -> ServerCapabilities:
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"""Server capabilities (set by initialize/discover/adopt during ``__aenter__``)."""
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return _connected(self.session.server_capabilities)
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@property
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def instructions(self) -> str | None:
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"""Server-provided instructions text, if any."""
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return self.session.instructions
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@deprecated(
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"ping is removed as of 2026-07-28; the method only works under mode='legacy'.",
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category=MCPDeprecationWarning,
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)
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async def send_ping(self, *, meta: RequestParamsMeta | None = None) -> EmptyResult:
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"""Send a ping request to the server."""
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return await self.session.send_ping(meta=meta)
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@deprecated(
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"Client-to-server progress is deprecated as of 2026-07-28; progress is server-to-client only.",
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category=MCPDeprecationWarning,
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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 to the server."""
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await self.session.send_progress_notification( # pyright: ignore[reportDeprecated]
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progress_token=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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@deprecated("The logging capability is deprecated as of 2026-07-28 (SEP-2577).", category=MCPDeprecationWarning)
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async def set_logging_level(self, level: LoggingLevel, *, meta: RequestParamsMeta | None = None) -> EmptyResult:
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"""Set the logging level on the server."""
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return await self.session.set_logging_level(level=level, meta=meta) # pyright: ignore[reportDeprecated]
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async def list_resources(
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self,
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*,
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cursor: str | None = None,
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meta: RequestParamsMeta | None = None,
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) -> ListResourcesResult:
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"""List available resources from the server."""
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return await self.session.list_resources(params=PaginatedRequestParams(cursor=cursor, _meta=meta))
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async def list_resource_templates(
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self,
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*,
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cursor: str | None = None,
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meta: RequestParamsMeta | None = None,
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) -> ListResourceTemplatesResult:
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"""List available resource templates from the server."""
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return await self.session.list_resource_templates(params=PaginatedRequestParams(cursor=cursor, _meta=meta))
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async def read_resource(self, uri: str, *, meta: RequestParamsMeta | None = None) -> ReadResourceResult:
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"""Read a resource from the server.
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Args:
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uri: The URI of the resource to read.
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meta: Additional metadata for the request.
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Returns:
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The resource content.
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"""
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return await self.session.read_resource(uri, meta=meta)
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async def subscribe_resource(self, uri: str, *, meta: RequestParamsMeta | None = None) -> EmptyResult:
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"""Subscribe to resource updates."""
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return await self.session.subscribe_resource(uri, meta=meta)
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async def unsubscribe_resource(self, uri: str, *, meta: RequestParamsMeta | None = None) -> EmptyResult:
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"""Unsubscribe from resource updates."""
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return await self.session.unsubscribe_resource(uri, meta=meta)
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@overload
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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: float | None = None,
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progress_callback: ProgressFnT | None = None,
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*,
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input_responses: InputResponses | None = None,
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request_state: str | None = None,
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meta: RequestParamsMeta | None = None,
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allow_input_required: Literal[False] = False,
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) -> CallToolResult: ...
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@overload
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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: float | None = None,
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progress_callback: ProgressFnT | None = None,
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*,
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input_responses: InputResponses | None = None,
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request_state: str | None = None,
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meta: RequestParamsMeta | None = None,
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allow_input_required: bool,
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) -> CallToolResult | InputRequiredResult: ...
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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: float | None = None,
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progress_callback: ProgressFnT | None = None,
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*,
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input_responses: InputResponses | None = None,
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request_state: str | None = None,
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meta: RequestParamsMeta | None = None,
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allow_input_required: bool = False,
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) -> CallToolResult | InputRequiredResult:
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"""Call a tool on the server.
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Args:
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name: The name of the tool to call
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arguments: Arguments to pass to the tool
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read_timeout_seconds: Timeout for the tool call
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progress_callback: Callback for progress updates
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input_responses: Responses to a prior `InputRequiredResult.input_requests`
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request_state: Opaque state echoed from a prior `InputRequiredResult`
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meta: Additional metadata for the request
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allow_input_required: When ``False`` (default), an `InputRequiredResult`
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from the server raises `RuntimeError`; when ``True``, it is returned
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so the caller can resolve the requests and retry.
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Returns:
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The tool result. When ``allow_input_required=True``, may instead be an
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`InputRequiredResult` carrying the server's input requests and opaque
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``request_state`` for the retry.
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Raises:
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RuntimeError: If the server returns an `InputRequiredResult` and
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``allow_input_required`` is ``False``.
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"""
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# TODO(L84): stop forwarding allow_input_required; run the MRTR auto-loop driver here (S6).
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return await self.session.call_tool(
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name=name,
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arguments=arguments,
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read_timeout_seconds=read_timeout_seconds,
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progress_callback=progress_callback,
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input_responses=input_responses,
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request_state=request_state,
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meta=meta,
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allow_input_required=allow_input_required,
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)
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async def list_prompts(
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self,
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*,
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cursor: str | None = None,
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meta: RequestParamsMeta | None = None,
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) -> ListPromptsResult:
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"""List available prompts from the server."""
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return await self.session.list_prompts(params=PaginatedRequestParams(cursor=cursor, _meta=meta))
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async def get_prompt(
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self, name: str, arguments: dict[str, str] | None = None, *, meta: RequestParamsMeta | None = None
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) -> GetPromptResult:
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"""Get a prompt from the server.
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Args:
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name: The name of the prompt
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arguments: Arguments to pass to the prompt
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meta: Additional metadata for the request
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Returns:
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The prompt content.
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"""
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return await self.session.get_prompt(name=name, arguments=arguments, meta=meta)
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async def complete(
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self,
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ref: ResourceTemplateReference | PromptReference,
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|
argument: dict[str, str],
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|
context_arguments: dict[str, str] | None = None,
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|
) -> CompleteResult:
|
|
"""Get completions for a prompt or resource template argument.
|
|
|
|
Args:
|
|
ref: Reference to the prompt or resource template
|
|
argument: The argument to complete
|
|
context_arguments: Additional context arguments
|
|
|
|
Returns:
|
|
Completion suggestions.
|
|
"""
|
|
return await self.session.complete(ref=ref, argument=argument, context_arguments=context_arguments)
|
|
|
|
async def list_tools(self, *, cursor: str | None = None, meta: RequestParamsMeta | None = None) -> ListToolsResult:
|
|
"""List available tools from the server."""
|
|
return await self.session.list_tools(params=PaginatedRequestParams(cursor=cursor, _meta=meta))
|
|
|
|
@deprecated("The roots capability is deprecated as of 2026-07-28 (SEP-2577).", category=MCPDeprecationWarning)
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|
async def send_roots_list_changed(self) -> None:
|
|
"""Send a notification that the roots list has changed."""
|
|
# TODO(Marcelo): Currently, there is no way for the server to handle this. We should add support.
|
|
await self.session.send_roots_list_changed() # pyright: ignore[reportDeprecated]
|