Model Context Protocol Server

from abc import ABC, abstractmethod from typing import Dict, Any, Optional class BaseContextProvider(ABC): """Base class for all context providers""" @abstractmethod async def get_context(self, query: str, **kwargs) -> Dict[str, Any]: """Get context from the provider""" pass @abstractmethod async def validate_connection(self) -> bool: """Validate the connection to the data source""" pass