Novice 535fff62f3
feat: add MCP support (#20716)
Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com>
2025-07-10 14:01:34 +08:00

105 lines
4.5 KiB
Python

from flask_restful import Resource, reqparse
from pydantic import ValidationError
from controllers.console.app.mcp_server import AppMCPServerStatus
from controllers.mcp import api
from core.app.app_config.entities import VariableEntity
from core.mcp import types
from core.mcp.server.streamable_http import MCPServerStreamableHTTPRequestHandler
from core.mcp.types import ClientNotification, ClientRequest
from core.mcp.utils import create_mcp_error_response
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, str)):
return 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()
request_id = args.get("id")
server = db.session.query(AppMCPServer).filter(AppMCPServer.server_code == server_code).first()
if not server:
return helper.compact_generate_response(
create_mcp_error_response(request_id, types.INVALID_REQUEST, "Server Not Found")
)
if server.status != AppMCPServerStatus.ACTIVE:
return helper.compact_generate_response(
create_mcp_error_response(request_id, types.INVALID_REQUEST, "Server is not active")
)
app = db.session.query(App).filter(App.id == server.app_id).first()
if not app:
return helper.compact_generate_response(
create_mcp_error_response(request_id, types.INVALID_REQUEST, "App Not Found")
)
if app.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}:
workflow = app.workflow
if workflow is None:
return helper.compact_generate_response(
create_mcp_error_response(request_id, types.INVALID_REQUEST, "App is unavailable")
)
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:
return helper.compact_generate_response(
create_mcp_error_response(request_id, types.INVALID_REQUEST, "App is unavailable")
)
features_dict = app_model_config.to_dict()
user_input_form = features_dict.get("user_input_form", [])
converted_user_input_form: list[VariableEntity] = []
try:
for item in user_input_form:
variable_type = item.get("type", "") or list(item.keys())[0]
variable = item[variable_type]
converted_user_input_form.append(
VariableEntity(
type=variable_type,
variable=variable.get("variable"),
description=variable.get("description") or "",
label=variable.get("label"),
required=variable.get("required", False),
max_length=variable.get("max_length"),
options=variable.get("options") or [],
)
)
except ValidationError as e:
return helper.compact_generate_response(
create_mcp_error_response(request_id, types.INVALID_PARAMS, 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:
return helper.compact_generate_response(
create_mcp_error_response(request_id, types.INVALID_PARAMS, f"Invalid MCP request: {str(e)}")
)
mcp_server_handler = MCPServerStreamableHTTPRequestHandler(app, request, converted_user_input_form)
response = mcp_server_handler.handle()
return helper.compact_generate_response(response)
api.add_resource(MCPAppApi, "/server/<string:server_code>/mcp")