Files
dify/api/controllers/mcp/mcp.py
2025-06-26 13:54:18 +08:00

76 lines
3.1 KiB
Python

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/<string:server_code>/mcp")