Source code for camel.utils.mcp
# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
import functools
import inspect
from typing import Any, Callable, Optional
[docs]
class MCPServer:
def __init__(
self,
function_names: Optional[list[str]] = None,
server_name: Optional[str] = None,
):
self.function_names = function_names
self.server_name = server_name
[docs]
def make_wrapper(self, func: Callable[..., Any]) -> Callable[..., Any]:
if inspect.iscoroutinefunction(func):
@functools.wraps(func)
async def wrapper(*args, **kwargs):
return await func(*args, **kwargs)
else:
@functools.wraps(func)
def wrapper(*args, **kwargs):
return func(*args, **kwargs)
wrapper.__signature__ = inspect.signature(func) # type: ignore[attr-defined]
return wrapper
def __call__(self, cls):
from mcp.server.fastmcp import FastMCP
from camel.toolkits.base import BaseToolkit
original_init = cls.__init__
def new_init(instance, *args, **kwargs):
original_init(instance, *args, **kwargs)
self.server_name = self.server_name or cls.__name__
instance.mcp = FastMCP(self.server_name)
if not self.function_names and not isinstance(
instance, BaseToolkit
):
raise ValueError(
"Please specify function names or use BaseToolkit."
)
function_names = self.function_names
if not function_names and isinstance(instance, BaseToolkit):
function_names = [
tool.get_function_name() for tool in instance.get_tools()
]
for name in function_names:
func = getattr(instance, name, None)
if func is None or not callable(func):
raise ValueError(
f"Method {name} not found in class {cls.__name} or "
"cannot be called."
)
wrapper = self.make_wrapper(func)
instance.mcp.tool(name=name)(wrapper)
cls.__init__ = new_init
return cls