from flask_restful import Resource, reqparse from pydantic import ValidationError from werkzeug.exceptions import NotFound from controllers.console.app.mcp_server import AppMCPServerStatus from controllers.mcp import api from controllers.web.error import ( AppUnavailableError, ) from core.app.app_config.entities import VariableEntity from core.mcp.server.handler import MCPServerReuqestHandler from core.mcp.types import ClientNotification, ClientRequest from extensions.ext_database import db from libs import helper from models.model import App, AppMCPServer, AppMode class MCPAppApi(Resource): def post(self, server_code): def int_or_str(value): if isinstance(value, int): return value elif isinstance(value, str): return int(value) else: return None parser = reqparse.RequestParser() parser.add_argument("jsonrpc", type=str, required=True, location="json") parser.add_argument("method", type=str, required=True, location="json") parser.add_argument("params", type=dict, required=False, location="json") parser.add_argument("id", type=int_or_str, required=False, location="json") args = parser.parse_args() server = db.session.query(AppMCPServer).filter(AppMCPServer.server_code == server_code).first() if not server: raise NotFound("Server Not Found") if server.status != AppMCPServerStatus.ACTIVE: raise NotFound("Server is not active") app = db.session.query(App).filter(App.id == server.app_id).first() if not app: raise NotFound("App Not Found") if app.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}: workflow = app.workflow if workflow is None: raise AppUnavailableError() features_dict = workflow.features_dict user_input_form = workflow.user_input_form(to_old_structure=True) else: app_model_config = app.app_model_config if app_model_config is None: raise AppUnavailableError() features_dict = app_model_config.to_dict() user_input_form = features_dict.get("user_input_form", []) try: user_input_form = [VariableEntity.model_validate(list(item.values())[0]) for item in user_input_form] except ValidationError as e: raise ValueError(f"Invalid user_input_form: {str(e)}") try: request: ClientRequest | ClientNotification = ClientRequest.model_validate(args) except ValidationError as e: try: notification = ClientNotification.model_validate(args) request = notification except ValidationError as e: raise ValueError(f"Invalid MCP request: {str(e)}") mcp_server_handler = MCPServerReuqestHandler(app, request, user_input_form) response = mcp_server_handler.handle() return helper.compact_generate_response(response) api.add_resource(MCPAppApi, "/server//mcp")