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__init__.py
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347 lines (279 loc) · 12.4 KB
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import contextvars
import logging
import warnings
from collections.abc import Awaitable, Callable
from typing import Any
from anyio.streams.memory import MemoryObjectReceiveStream, MemoryObjectSendStream
from pydantic import AnyUrl
from mcp_python.server import types
from mcp_python.server.session import ServerSession
from mcp_python.server.stdio import stdio_server as stdio_server
from mcp_python.shared.context import RequestContext
from mcp_python.shared.session import RequestResponder
from mcp_python.types import (
METHOD_NOT_FOUND,
CallToolRequest,
ClientNotification,
ClientRequest,
CompleteRequest,
ErrorData,
JSONRPCMessage,
ListResourcesRequest,
ListResourcesResult,
LoggingLevel,
ProgressNotification,
Prompt,
PromptReference,
ReadResourceRequest,
ReadResourceResult,
Resource,
ResourceReference,
ServerResult,
SetLevelRequest,
SubscribeRequest,
UnsubscribeRequest,
)
logger = logging.getLogger(__name__)
request_ctx: contextvars.ContextVar[RequestContext] = contextvars.ContextVar(
"request_ctx"
)
class Server:
def __init__(self, name: str):
self.name = name
self.request_handlers: dict[type, Callable[..., Awaitable[ServerResult]]] = {}
self.notification_handlers: dict[type, Callable[..., Awaitable[None]]] = {}
logger.info(f"Initializing server '{name}'")
@property
def request_context(self) -> RequestContext:
"""If called outside of a request context, this will raise a LookupError."""
return request_ctx.get()
def list_prompts(self):
from mcp_python.types import ListPromptsRequest, ListPromptsResult
def decorator(func: Callable[[], Awaitable[list[Prompt]]]):
logger.debug(f"Registering handler for PromptListRequest")
async def handler(_: Any):
prompts = await func()
return ServerResult(ListPromptsResult(prompts=prompts))
self.request_handlers[ListPromptsRequest] = handler
return func
return decorator
def get_prompt(self):
from mcp_python.types import (
GetPromptRequest,
GetPromptResult,
ImageContent,
Role as Role,
SamplingMessage,
TextContent,
)
def decorator(
func: Callable[
[str, dict[str, str] | None], Awaitable[types.PromptResponse]
],
):
logger.debug(f"Registering handler for GetPromptRequest")
async def handler(req: GetPromptRequest):
prompt_get = await func(req.params.name, req.params.arguments)
messages = []
for message in prompt_get.messages:
match message.content:
case str() as text_content:
content = TextContent(type="text", text=text_content)
case types.ImageContent() as img_content:
content = ImageContent(
type="image",
data=img_content.data,
mimeType=img_content.mime_type,
)
case _:
raise ValueError(
f"Unexpected content type: {type(message.content)}"
)
sampling_message = SamplingMessage(
role=message.role, content=content
)
messages.append(sampling_message)
return ServerResult(
GetPromptResult(description=prompt_get.desc, messages=messages)
)
self.request_handlers[GetPromptRequest] = handler
return func
return decorator
def list_resources(self):
def decorator(func: Callable[[], Awaitable[list[Resource]]]):
logger.debug(f"Registering handler for ListResourcesRequest")
async def handler(_: Any):
resources = await func()
return ServerResult(
ListResourcesResult(resources=resources, resourceTemplates=None)
)
self.request_handlers[ListResourcesRequest] = handler
return func
return decorator
def read_resource(self):
from mcp_python.types import (
BlobResourceContents,
TextResourceContents,
)
def decorator(func: Callable[[AnyUrl], Awaitable[str | bytes]]):
logger.debug(f"Registering handler for ReadResourceRequest")
async def handler(req: ReadResourceRequest):
result = await func(req.params.uri)
match result:
case str(s):
content = TextResourceContents(
uri=req.params.uri,
text=s,
mimeType="text/plain",
)
case bytes(b):
import base64
content = BlobResourceContents(
uri=req.params.uri,
blob=base64.urlsafe_b64encode(b).decode(),
mimeType="application/octet-stream",
)
return ServerResult(
ReadResourceResult(
contents=[content],
)
)
self.request_handlers[ReadResourceRequest] = handler
return func
return decorator
def set_logging_level(self):
from mcp_python.types import EmptyResult
def decorator(func: Callable[[LoggingLevel], Awaitable[None]]):
logger.debug(f"Registering handler for SetLevelRequest")
async def handler(req: SetLevelRequest):
await func(req.params.level)
return ServerResult(EmptyResult())
self.request_handlers[SetLevelRequest] = handler
return func
return decorator
def subscribe_resource(self):
from mcp_python.types import EmptyResult
def decorator(func: Callable[[AnyUrl], Awaitable[None]]):
logger.debug(f"Registering handler for SubscribeRequest")
async def handler(req: SubscribeRequest):
await func(req.params.uri)
return ServerResult(EmptyResult())
self.request_handlers[SubscribeRequest] = handler
return func
return decorator
def unsubscribe_resource(self):
from mcp_python.types import EmptyResult
def decorator(func: Callable[[AnyUrl], Awaitable[None]]):
logger.debug(f"Registering handler for UnsubscribeRequest")
async def handler(req: UnsubscribeRequest):
await func(req.params.uri)
return ServerResult(EmptyResult())
self.request_handlers[UnsubscribeRequest] = handler
return func
return decorator
def call_tool(self):
from mcp_python.types import CallToolResult
def decorator(func: Callable[..., Awaitable[Any]]):
logger.debug(f"Registering handler for CallToolRequest")
async def handler(req: CallToolRequest):
result = await func(req.params.name, **(req.params.arguments or {}))
return ServerResult(CallToolResult(toolResult=result))
self.request_handlers[CallToolRequest] = handler
return func
return decorator
def progress_notification(self):
def decorator(
func: Callable[[str | int, float, float | None], Awaitable[None]],
):
logger.debug(f"Registering handler for ProgressNotification")
async def handler(req: ProgressNotification):
await func(
req.params.progressToken, req.params.progress, req.params.total
)
self.notification_handlers[ProgressNotification] = handler
return func
return decorator
def completion(self):
"""Provides completions for prompts and resource templates"""
from mcp_python.types import CompleteResult, Completion, CompletionArgument
def decorator(
func: Callable[
[PromptReference | ResourceReference, CompletionArgument],
Awaitable[Completion | None],
],
):
logger.debug(f"Registering handler for CompleteRequest")
async def handler(req: CompleteRequest):
completion = await func(req.params.ref, req.params.argument)
return ServerResult(
CompleteResult(
completion=completion
if completion is not None
else Completion(values=[], total=None, hasMore=None),
)
)
self.request_handlers[CompleteRequest] = handler
return func
return decorator
async def run(
self,
read_stream: MemoryObjectReceiveStream[JSONRPCMessage | Exception],
write_stream: MemoryObjectSendStream[JSONRPCMessage],
):
with warnings.catch_warnings(record=True) as w:
async with ServerSession(read_stream, write_stream) as session:
async for message in session.incoming_messages:
logger.debug(f"Received message: {message}")
match message:
case RequestResponder(request=ClientRequest(root=req)):
logger.info(
f"Processing request of type {type(req).__name__}"
)
if type(req) in self.request_handlers:
handler = self.request_handlers[type(req)]
logger.debug(
f"Dispatching request of type {type(req).__name__}"
)
try:
# Set our global state that can be retrieved via
# app.get_request_context()
token = request_ctx.set(
RequestContext(
message.request_id,
message.request_meta,
session,
)
)
response = await handler(req)
# Reset the global state after we are done
request_ctx.reset(token)
except Exception as err:
response = ErrorData(
code=0, message=str(err), data=None
)
await message.respond(response)
else:
await message.respond(
ErrorData(
code=METHOD_NOT_FOUND,
message="Method not found",
)
)
logger.debug("Response sent")
case ClientNotification(root=notify):
if type(notify) in self.notification_handlers:
assert type(notify) in self.notification_handlers
handler = self.notification_handlers[type(notify)]
logger.debug(
f"Dispatching notification of type {type(notify).__name__}"
)
try:
await handler(notify)
except Exception as err:
logger.error(
f"Uncaught exception in notification handler: {err}"
)
for warning in w:
logger.info(
f"Warning: {warning.category.__name__}: {warning.message}"
)