FastAPI MCP Server

from pydantic import BaseModel, Field from typing import Any, Dict, List, Optional, Union class JSONRPCRequest(BaseModel): jsonrpc: str = "2.0" method: str params: Dict[str, Any] | None = None id: Union[str, int, None] = None class JSONRPCResponse(BaseModel): jsonrpc: str = "2.0" result: Any | None = None error: Optional[Dict[str, Any]] = None id: Union[str, int, None] = None class SupabaseQueryParams(BaseModel): table_name: str filters: Dict[str, Any] = Field(default_factory=dict) columns: Optional[List[str]] = None limit: int = 100 offset: int = 0 order_by: Optional[str] = None ascending: bool = True class VectorUpsertParams(BaseModel): namespace: str ref: str embedding: List[float] metadata: Dict[str, Any] = Field(default_factory=dict) class VectorQueryParams(BaseModel): namespace: str embedding: List[float] top_k: int = 5