feat: add MCP support (#20716)

Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com>
This commit is contained in:
Novice
2025-07-10 14:01:34 +08:00
committed by GitHub
parent 18b58424ec
commit 535fff62f3
54 changed files with 6634 additions and 154 deletions

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@@ -56,6 +56,7 @@ from .app import (
conversation,
conversation_variables,
generator,
mcp_server,
message,
model_config,
ops_trace,

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@@ -0,0 +1,102 @@
import json
from enum import StrEnum
from flask_login import current_user
from flask_restful import Resource, marshal_with, reqparse
from werkzeug.exceptions import NotFound
from controllers.console import api
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from extensions.ext_database import db
from fields.app_fields import app_server_fields
from libs.login import login_required
from models.model import AppMCPServer
class AppMCPServerStatus(StrEnum):
ACTIVE = "active"
INACTIVE = "inactive"
class AppMCPServerController(Resource):
@setup_required
@login_required
@account_initialization_required
@get_app_model
@marshal_with(app_server_fields)
def get(self, app_model):
server = db.session.query(AppMCPServer).filter(AppMCPServer.app_id == app_model.id).first()
return server
@setup_required
@login_required
@account_initialization_required
@get_app_model
@marshal_with(app_server_fields)
def post(self, app_model):
# The role of the current user in the ta table must be editor, admin, or owner
if not current_user.is_editor:
raise NotFound()
parser = reqparse.RequestParser()
parser.add_argument("description", type=str, required=True, location="json")
parser.add_argument("parameters", type=dict, required=True, location="json")
args = parser.parse_args()
server = AppMCPServer(
name=app_model.name,
description=args["description"],
parameters=json.dumps(args["parameters"], ensure_ascii=False),
status=AppMCPServerStatus.ACTIVE,
app_id=app_model.id,
tenant_id=current_user.current_tenant_id,
server_code=AppMCPServer.generate_server_code(16),
)
db.session.add(server)
db.session.commit()
return server
@setup_required
@login_required
@account_initialization_required
@get_app_model
@marshal_with(app_server_fields)
def put(self, app_model):
if not current_user.is_editor:
raise NotFound()
parser = reqparse.RequestParser()
parser.add_argument("id", type=str, required=True, location="json")
parser.add_argument("description", type=str, required=True, location="json")
parser.add_argument("parameters", type=dict, required=True, location="json")
parser.add_argument("status", type=str, required=False, location="json")
args = parser.parse_args()
server = db.session.query(AppMCPServer).filter(AppMCPServer.id == args["id"]).first()
if not server:
raise NotFound()
server.description = args["description"]
server.parameters = json.dumps(args["parameters"], ensure_ascii=False)
if args["status"]:
if args["status"] not in [status.value for status in AppMCPServerStatus]:
raise ValueError("Invalid status")
server.status = args["status"]
db.session.commit()
return server
class AppMCPServerRefreshController(Resource):
@setup_required
@login_required
@account_initialization_required
@marshal_with(app_server_fields)
def get(self, server_id):
if not current_user.is_editor:
raise NotFound()
server = db.session.query(AppMCPServer).filter(AppMCPServer.id == server_id).first()
if not server:
raise NotFound()
server.server_code = AppMCPServer.generate_server_code(16)
db.session.commit()
return server
api.add_resource(AppMCPServerController, "/apps/<uuid:app_id>/server")
api.add_resource(AppMCPServerRefreshController, "/apps/<uuid:server_id>/server/refresh")

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@@ -1,6 +1,7 @@
import io
from urllib.parse import urlparse
from flask import send_file
from flask import redirect, send_file
from flask_login import current_user
from flask_restful import Resource, reqparse
from sqlalchemy.orm import Session
@@ -9,17 +10,34 @@ from werkzeug.exceptions import Forbidden
from configs import dify_config
from controllers.console import api
from controllers.console.wraps import account_initialization_required, enterprise_license_required, setup_required
from core.mcp.auth.auth_flow import auth, handle_callback
from core.mcp.auth.auth_provider import OAuthClientProvider
from core.mcp.error import MCPAuthError, MCPError
from core.mcp.mcp_client import MCPClient
from core.model_runtime.utils.encoders import jsonable_encoder
from extensions.ext_database import db
from libs.helper import alphanumeric, uuid_value
from libs.login import login_required
from services.tools.api_tools_manage_service import ApiToolManageService
from services.tools.builtin_tools_manage_service import BuiltinToolManageService
from services.tools.mcp_tools_mange_service import MCPToolManageService
from services.tools.tool_labels_service import ToolLabelsService
from services.tools.tools_manage_service import ToolCommonService
from services.tools.tools_transform_service import ToolTransformService
from services.tools.workflow_tools_manage_service import WorkflowToolManageService
def is_valid_url(url: str) -> bool:
if not url:
return False
try:
parsed = urlparse(url)
return all([parsed.scheme, parsed.netloc]) and parsed.scheme in ["http", "https"]
except Exception:
return False
class ToolProviderListApi(Resource):
@setup_required
@login_required
@@ -34,7 +52,7 @@ class ToolProviderListApi(Resource):
req.add_argument(
"type",
type=str,
choices=["builtin", "model", "api", "workflow"],
choices=["builtin", "model", "api", "workflow", "mcp"],
required=False,
nullable=True,
location="args",
@@ -613,6 +631,166 @@ class ToolLabelsApi(Resource):
return jsonable_encoder(ToolLabelsService.list_tool_labels())
class ToolProviderMCPApi(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self):
parser = reqparse.RequestParser()
parser.add_argument("server_url", type=str, required=True, nullable=False, location="json")
parser.add_argument("name", type=str, required=True, nullable=False, location="json")
parser.add_argument("icon", type=str, required=True, nullable=False, location="json")
parser.add_argument("icon_type", type=str, required=True, nullable=False, location="json")
parser.add_argument("icon_background", type=str, required=False, nullable=True, location="json", default="")
parser.add_argument("server_identifier", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
user = current_user
if not is_valid_url(args["server_url"]):
raise ValueError("Server URL is not valid.")
return jsonable_encoder(
MCPToolManageService.create_mcp_provider(
tenant_id=user.current_tenant_id,
server_url=args["server_url"],
name=args["name"],
icon=args["icon"],
icon_type=args["icon_type"],
icon_background=args["icon_background"],
user_id=user.id,
server_identifier=args["server_identifier"],
)
)
@setup_required
@login_required
@account_initialization_required
def put(self):
parser = reqparse.RequestParser()
parser.add_argument("server_url", type=str, required=True, nullable=False, location="json")
parser.add_argument("name", type=str, required=True, nullable=False, location="json")
parser.add_argument("icon", type=str, required=True, nullable=False, location="json")
parser.add_argument("icon_type", type=str, required=True, nullable=False, location="json")
parser.add_argument("icon_background", type=str, required=False, nullable=True, location="json")
parser.add_argument("provider_id", type=str, required=True, nullable=False, location="json")
parser.add_argument("server_identifier", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
if not is_valid_url(args["server_url"]):
if "[__HIDDEN__]" in args["server_url"]:
pass
else:
raise ValueError("Server URL is not valid.")
MCPToolManageService.update_mcp_provider(
tenant_id=current_user.current_tenant_id,
provider_id=args["provider_id"],
server_url=args["server_url"],
name=args["name"],
icon=args["icon"],
icon_type=args["icon_type"],
icon_background=args["icon_background"],
server_identifier=args["server_identifier"],
)
return {"result": "success"}
@setup_required
@login_required
@account_initialization_required
def delete(self):
parser = reqparse.RequestParser()
parser.add_argument("provider_id", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
MCPToolManageService.delete_mcp_tool(tenant_id=current_user.current_tenant_id, provider_id=args["provider_id"])
return {"result": "success"}
class ToolMCPAuthApi(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self):
parser = reqparse.RequestParser()
parser.add_argument("provider_id", type=str, required=True, nullable=False, location="json")
parser.add_argument("authorization_code", type=str, required=False, nullable=True, location="json")
args = parser.parse_args()
provider_id = args["provider_id"]
tenant_id = current_user.current_tenant_id
provider = MCPToolManageService.get_mcp_provider_by_provider_id(provider_id, tenant_id)
if not provider:
raise ValueError("provider not found")
try:
with MCPClient(
provider.decrypted_server_url,
provider_id,
tenant_id,
authed=False,
authorization_code=args["authorization_code"],
for_list=True,
):
MCPToolManageService.update_mcp_provider_credentials(
mcp_provider=provider,
credentials=provider.decrypted_credentials,
authed=True,
)
return {"result": "success"}
except MCPAuthError:
auth_provider = OAuthClientProvider(provider_id, tenant_id, for_list=True)
return auth(auth_provider, provider.decrypted_server_url, args["authorization_code"])
except MCPError as e:
MCPToolManageService.update_mcp_provider_credentials(
mcp_provider=provider,
credentials={},
authed=False,
)
raise ValueError(f"Failed to connect to MCP server: {e}") from e
class ToolMCPDetailApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, provider_id):
user = current_user
provider = MCPToolManageService.get_mcp_provider_by_provider_id(provider_id, user.current_tenant_id)
return jsonable_encoder(ToolTransformService.mcp_provider_to_user_provider(provider, for_list=True))
class ToolMCPListAllApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self):
user = current_user
tenant_id = user.current_tenant_id
tools = MCPToolManageService.retrieve_mcp_tools(tenant_id=tenant_id)
return [tool.to_dict() for tool in tools]
class ToolMCPUpdateApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, provider_id):
tenant_id = current_user.current_tenant_id
tools = MCPToolManageService.list_mcp_tool_from_remote_server(
tenant_id=tenant_id,
provider_id=provider_id,
)
return jsonable_encoder(tools)
class ToolMCPCallbackApi(Resource):
def get(self):
parser = reqparse.RequestParser()
parser.add_argument("code", type=str, required=True, nullable=False, location="args")
parser.add_argument("state", type=str, required=True, nullable=False, location="args")
args = parser.parse_args()
state_key = args["state"]
authorization_code = args["code"]
handle_callback(state_key, authorization_code)
return redirect(f"{dify_config.CONSOLE_WEB_URL}/oauth-callback")
# tool provider
api.add_resource(ToolProviderListApi, "/workspaces/current/tool-providers")
@@ -647,8 +825,15 @@ api.add_resource(ToolWorkflowProviderDeleteApi, "/workspaces/current/tool-provid
api.add_resource(ToolWorkflowProviderGetApi, "/workspaces/current/tool-provider/workflow/get")
api.add_resource(ToolWorkflowProviderListToolApi, "/workspaces/current/tool-provider/workflow/tools")
# mcp tool provider
api.add_resource(ToolMCPDetailApi, "/workspaces/current/tool-provider/mcp/tools/<path:provider_id>")
api.add_resource(ToolProviderMCPApi, "/workspaces/current/tool-provider/mcp")
api.add_resource(ToolMCPUpdateApi, "/workspaces/current/tool-provider/mcp/update/<path:provider_id>")
api.add_resource(ToolMCPAuthApi, "/workspaces/current/tool-provider/mcp/auth")
api.add_resource(ToolMCPCallbackApi, "/mcp/oauth/callback")
api.add_resource(ToolBuiltinListApi, "/workspaces/current/tools/builtin")
api.add_resource(ToolApiListApi, "/workspaces/current/tools/api")
api.add_resource(ToolMCPListAllApi, "/workspaces/current/tools/mcp")
api.add_resource(ToolWorkflowListApi, "/workspaces/current/tools/workflow")
api.add_resource(ToolLabelsApi, "/workspaces/current/tool-labels")

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@@ -0,0 +1,8 @@
from flask import Blueprint
from libs.external_api import ExternalApi
bp = Blueprint("mcp", __name__, url_prefix="/mcp")
api = ExternalApi(bp)
from . import mcp

104
api/controllers/mcp/mcp.py Normal file
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@@ -0,0 +1,104 @@
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")

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@@ -161,10 +161,14 @@ class BaseAgentRunner(AppRunner):
if parameter.type == ToolParameter.ToolParameterType.SELECT:
enum = [option.value for option in parameter.options] if parameter.options else []
message_tool.parameters["properties"][parameter.name] = {
"type": parameter_type,
"description": parameter.llm_description or "",
}
message_tool.parameters["properties"][parameter.name] = (
{
"type": parameter_type,
"description": parameter.llm_description or "",
}
if parameter.input_schema is None
else parameter.input_schema
)
if len(enum) > 0:
message_tool.parameters["properties"][parameter.name]["enum"] = enum
@@ -254,10 +258,14 @@ class BaseAgentRunner(AppRunner):
if parameter.type == ToolParameter.ToolParameterType.SELECT:
enum = [option.value for option in parameter.options] if parameter.options else []
prompt_tool.parameters["properties"][parameter.name] = {
"type": parameter_type,
"description": parameter.llm_description or "",
}
prompt_tool.parameters["properties"][parameter.name] = (
{
"type": parameter_type,
"description": parameter.llm_description or "",
}
if parameter.input_schema is None
else parameter.input_schema
)
if len(enum) > 0:
prompt_tool.parameters["properties"][parameter.name]["enum"] = enum

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@@ -85,7 +85,7 @@ class AgentStrategyEntity(BaseModel):
description: I18nObject = Field(..., description="The description of the agent strategy")
output_schema: Optional[dict] = None
features: Optional[list[AgentFeature]] = None
meta_version: Optional[str] = None
# pydantic configs
model_config = ConfigDict(protected_namespaces=())

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@@ -15,10 +15,12 @@ class PluginAgentStrategy(BaseAgentStrategy):
tenant_id: str
declaration: AgentStrategyEntity
meta_version: str | None = None
def __init__(self, tenant_id: str, declaration: AgentStrategyEntity):
def __init__(self, tenant_id: str, declaration: AgentStrategyEntity, meta_version: str | None):
self.tenant_id = tenant_id
self.declaration = declaration
self.meta_version = meta_version
def get_parameters(self) -> Sequence[AgentStrategyParameter]:
return self.declaration.parameters

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@@ -21,6 +21,9 @@ class CommonParameterType(StrEnum):
DYNAMIC_SELECT = "dynamic-select"
# TOOL_SELECTOR = "tool-selector"
# MCP object and array type parameters
ARRAY = "array"
OBJECT = "object"
class AppSelectorScope(StrEnum):

0
api/core/mcp/__init__.py Normal file
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@@ -0,0 +1,342 @@
import base64
import hashlib
import json
import os
import secrets
import urllib.parse
from typing import Optional
from urllib.parse import urljoin
import requests
from pydantic import BaseModel, ValidationError
from core.mcp.auth.auth_provider import OAuthClientProvider
from core.mcp.types import (
OAuthClientInformation,
OAuthClientInformationFull,
OAuthClientMetadata,
OAuthMetadata,
OAuthTokens,
)
from extensions.ext_redis import redis_client
LATEST_PROTOCOL_VERSION = "1.0"
OAUTH_STATE_EXPIRY_SECONDS = 5 * 60 # 5 minutes expiry
OAUTH_STATE_REDIS_KEY_PREFIX = "oauth_state:"
class OAuthCallbackState(BaseModel):
provider_id: str
tenant_id: str
server_url: str
metadata: OAuthMetadata | None = None
client_information: OAuthClientInformation
code_verifier: str
redirect_uri: str
def generate_pkce_challenge() -> tuple[str, str]:
"""Generate PKCE challenge and verifier."""
code_verifier = base64.urlsafe_b64encode(os.urandom(40)).decode("utf-8")
code_verifier = code_verifier.replace("=", "").replace("+", "-").replace("/", "_")
code_challenge_hash = hashlib.sha256(code_verifier.encode("utf-8")).digest()
code_challenge = base64.urlsafe_b64encode(code_challenge_hash).decode("utf-8")
code_challenge = code_challenge.replace("=", "").replace("+", "-").replace("/", "_")
return code_verifier, code_challenge
def _create_secure_redis_state(state_data: OAuthCallbackState) -> str:
"""Create a secure state parameter by storing state data in Redis and returning a random state key."""
# Generate a secure random state key
state_key = secrets.token_urlsafe(32)
# Store the state data in Redis with expiration
redis_key = f"{OAUTH_STATE_REDIS_KEY_PREFIX}{state_key}"
redis_client.setex(redis_key, OAUTH_STATE_EXPIRY_SECONDS, state_data.model_dump_json())
return state_key
def _retrieve_redis_state(state_key: str) -> OAuthCallbackState:
"""Retrieve and decode OAuth state data from Redis using the state key, then delete it."""
redis_key = f"{OAUTH_STATE_REDIS_KEY_PREFIX}{state_key}"
# Get state data from Redis
state_data = redis_client.get(redis_key)
if not state_data:
raise ValueError("State parameter has expired or does not exist")
# Delete the state data from Redis immediately after retrieval to prevent reuse
redis_client.delete(redis_key)
try:
# Parse and validate the state data
oauth_state = OAuthCallbackState.model_validate_json(state_data)
return oauth_state
except ValidationError as e:
raise ValueError(f"Invalid state parameter: {str(e)}")
def handle_callback(state_key: str, authorization_code: str) -> OAuthCallbackState:
"""Handle the callback from the OAuth provider."""
# Retrieve state data from Redis (state is automatically deleted after retrieval)
full_state_data = _retrieve_redis_state(state_key)
tokens = exchange_authorization(
full_state_data.server_url,
full_state_data.metadata,
full_state_data.client_information,
authorization_code,
full_state_data.code_verifier,
full_state_data.redirect_uri,
)
provider = OAuthClientProvider(full_state_data.provider_id, full_state_data.tenant_id, for_list=True)
provider.save_tokens(tokens)
return full_state_data
def discover_oauth_metadata(server_url: str, protocol_version: Optional[str] = None) -> Optional[OAuthMetadata]:
"""Looks up RFC 8414 OAuth 2.0 Authorization Server Metadata."""
url = urljoin(server_url, "/.well-known/oauth-authorization-server")
try:
headers = {"MCP-Protocol-Version": protocol_version or LATEST_PROTOCOL_VERSION}
response = requests.get(url, headers=headers)
if response.status_code == 404:
return None
if not response.ok:
raise ValueError(f"HTTP {response.status_code} trying to load well-known OAuth metadata")
return OAuthMetadata.model_validate(response.json())
except requests.RequestException as e:
if isinstance(e, requests.ConnectionError):
response = requests.get(url)
if response.status_code == 404:
return None
if not response.ok:
raise ValueError(f"HTTP {response.status_code} trying to load well-known OAuth metadata")
return OAuthMetadata.model_validate(response.json())
raise
def start_authorization(
server_url: str,
metadata: Optional[OAuthMetadata],
client_information: OAuthClientInformation,
redirect_url: str,
provider_id: str,
tenant_id: str,
) -> tuple[str, str]:
"""Begins the authorization flow with secure Redis state storage."""
response_type = "code"
code_challenge_method = "S256"
if metadata:
authorization_url = metadata.authorization_endpoint
if response_type not in metadata.response_types_supported:
raise ValueError(f"Incompatible auth server: does not support response type {response_type}")
if (
not metadata.code_challenge_methods_supported
or code_challenge_method not in metadata.code_challenge_methods_supported
):
raise ValueError(
f"Incompatible auth server: does not support code challenge method {code_challenge_method}"
)
else:
authorization_url = urljoin(server_url, "/authorize")
code_verifier, code_challenge = generate_pkce_challenge()
# Prepare state data with all necessary information
state_data = OAuthCallbackState(
provider_id=provider_id,
tenant_id=tenant_id,
server_url=server_url,
metadata=metadata,
client_information=client_information,
code_verifier=code_verifier,
redirect_uri=redirect_url,
)
# Store state data in Redis and generate secure state key
state_key = _create_secure_redis_state(state_data)
params = {
"response_type": response_type,
"client_id": client_information.client_id,
"code_challenge": code_challenge,
"code_challenge_method": code_challenge_method,
"redirect_uri": redirect_url,
"state": state_key,
}
authorization_url = f"{authorization_url}?{urllib.parse.urlencode(params)}"
return authorization_url, code_verifier
def exchange_authorization(
server_url: str,
metadata: Optional[OAuthMetadata],
client_information: OAuthClientInformation,
authorization_code: str,
code_verifier: str,
redirect_uri: str,
) -> OAuthTokens:
"""Exchanges an authorization code for an access token."""
grant_type = "authorization_code"
if metadata:
token_url = metadata.token_endpoint
if metadata.grant_types_supported and grant_type not in metadata.grant_types_supported:
raise ValueError(f"Incompatible auth server: does not support grant type {grant_type}")
else:
token_url = urljoin(server_url, "/token")
params = {
"grant_type": grant_type,
"client_id": client_information.client_id,
"code": authorization_code,
"code_verifier": code_verifier,
"redirect_uri": redirect_uri,
}
if client_information.client_secret:
params["client_secret"] = client_information.client_secret
response = requests.post(token_url, data=params)
if not response.ok:
raise ValueError(f"Token exchange failed: HTTP {response.status_code}")
return OAuthTokens.model_validate(response.json())
def refresh_authorization(
server_url: str,
metadata: Optional[OAuthMetadata],
client_information: OAuthClientInformation,
refresh_token: str,
) -> OAuthTokens:
"""Exchange a refresh token for an updated access token."""
grant_type = "refresh_token"
if metadata:
token_url = metadata.token_endpoint
if metadata.grant_types_supported and grant_type not in metadata.grant_types_supported:
raise ValueError(f"Incompatible auth server: does not support grant type {grant_type}")
else:
token_url = urljoin(server_url, "/token")
params = {
"grant_type": grant_type,
"client_id": client_information.client_id,
"refresh_token": refresh_token,
}
if client_information.client_secret:
params["client_secret"] = client_information.client_secret
response = requests.post(token_url, data=params)
if not response.ok:
raise ValueError(f"Token refresh failed: HTTP {response.status_code}")
return OAuthTokens.parse_obj(response.json())
def register_client(
server_url: str,
metadata: Optional[OAuthMetadata],
client_metadata: OAuthClientMetadata,
) -> OAuthClientInformationFull:
"""Performs OAuth 2.0 Dynamic Client Registration."""
if metadata:
if not metadata.registration_endpoint:
raise ValueError("Incompatible auth server: does not support dynamic client registration")
registration_url = metadata.registration_endpoint
else:
registration_url = urljoin(server_url, "/register")
response = requests.post(
registration_url,
json=client_metadata.model_dump(),
headers={"Content-Type": "application/json"},
)
if not response.ok:
response.raise_for_status()
return OAuthClientInformationFull.model_validate(response.json())
def auth(
provider: OAuthClientProvider,
server_url: str,
authorization_code: Optional[str] = None,
state_param: Optional[str] = None,
for_list: bool = False,
) -> dict[str, str]:
"""Orchestrates the full auth flow with a server using secure Redis state storage."""
metadata = discover_oauth_metadata(server_url)
# Handle client registration if needed
client_information = provider.client_information()
if not client_information:
if authorization_code is not None:
raise ValueError("Existing OAuth client information is required when exchanging an authorization code")
try:
full_information = register_client(server_url, metadata, provider.client_metadata)
except requests.RequestException as e:
raise ValueError(f"Could not register OAuth client: {e}")
provider.save_client_information(full_information)
client_information = full_information
# Exchange authorization code for tokens
if authorization_code is not None:
if not state_param:
raise ValueError("State parameter is required when exchanging authorization code")
try:
# Retrieve state data from Redis using state key
full_state_data = _retrieve_redis_state(state_param)
code_verifier = full_state_data.code_verifier
redirect_uri = full_state_data.redirect_uri
if not code_verifier or not redirect_uri:
raise ValueError("Missing code_verifier or redirect_uri in state data")
except (json.JSONDecodeError, ValueError) as e:
raise ValueError(f"Invalid state parameter: {e}")
tokens = exchange_authorization(
server_url,
metadata,
client_information,
authorization_code,
code_verifier,
redirect_uri,
)
provider.save_tokens(tokens)
return {"result": "success"}
provider_tokens = provider.tokens()
# Handle token refresh or new authorization
if provider_tokens and provider_tokens.refresh_token:
try:
new_tokens = refresh_authorization(server_url, metadata, client_information, provider_tokens.refresh_token)
provider.save_tokens(new_tokens)
return {"result": "success"}
except Exception as e:
raise ValueError(f"Could not refresh OAuth tokens: {e}")
# Start new authorization flow
authorization_url, code_verifier = start_authorization(
server_url,
metadata,
client_information,
provider.redirect_url,
provider.mcp_provider.id,
provider.mcp_provider.tenant_id,
)
provider.save_code_verifier(code_verifier)
return {"authorization_url": authorization_url}

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from typing import Optional
from configs import dify_config
from core.mcp.types import (
OAuthClientInformation,
OAuthClientInformationFull,
OAuthClientMetadata,
OAuthTokens,
)
from models.tools import MCPToolProvider
from services.tools.mcp_tools_mange_service import MCPToolManageService
LATEST_PROTOCOL_VERSION = "1.0"
class OAuthClientProvider:
mcp_provider: MCPToolProvider
def __init__(self, provider_id: str, tenant_id: str, for_list: bool = False):
if for_list:
self.mcp_provider = MCPToolManageService.get_mcp_provider_by_provider_id(provider_id, tenant_id)
else:
self.mcp_provider = MCPToolManageService.get_mcp_provider_by_server_identifier(provider_id, tenant_id)
@property
def redirect_url(self) -> str:
"""The URL to redirect the user agent to after authorization."""
return dify_config.CONSOLE_API_URL + "/console/api/mcp/oauth/callback"
@property
def client_metadata(self) -> OAuthClientMetadata:
"""Metadata about this OAuth client."""
return OAuthClientMetadata(
redirect_uris=[self.redirect_url],
token_endpoint_auth_method="none",
grant_types=["authorization_code", "refresh_token"],
response_types=["code"],
client_name="Dify",
client_uri="https://github.com/langgenius/dify",
)
def client_information(self) -> Optional[OAuthClientInformation]:
"""Loads information about this OAuth client."""
client_information = self.mcp_provider.decrypted_credentials.get("client_information", {})
if not client_information:
return None
return OAuthClientInformation.model_validate(client_information)
def save_client_information(self, client_information: OAuthClientInformationFull) -> None:
"""Saves client information after dynamic registration."""
MCPToolManageService.update_mcp_provider_credentials(
self.mcp_provider,
{"client_information": client_information.model_dump()},
)
def tokens(self) -> Optional[OAuthTokens]:
"""Loads any existing OAuth tokens for the current session."""
credentials = self.mcp_provider.decrypted_credentials
if not credentials:
return None
return OAuthTokens(
access_token=credentials.get("access_token", ""),
token_type=credentials.get("token_type", "Bearer"),
expires_in=int(credentials.get("expires_in", "3600") or 3600),
refresh_token=credentials.get("refresh_token", ""),
)
def save_tokens(self, tokens: OAuthTokens) -> None:
"""Stores new OAuth tokens for the current session."""
# update mcp provider credentials
token_dict = tokens.model_dump()
MCPToolManageService.update_mcp_provider_credentials(self.mcp_provider, token_dict, authed=True)
def save_code_verifier(self, code_verifier: str) -> None:
"""Saves a PKCE code verifier for the current session."""
MCPToolManageService.update_mcp_provider_credentials(self.mcp_provider, {"code_verifier": code_verifier})
def code_verifier(self) -> str:
"""Loads the PKCE code verifier for the current session."""
# get code verifier from mcp provider credentials
return str(self.mcp_provider.decrypted_credentials.get("code_verifier", ""))

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import logging
import queue
from collections.abc import Generator
from concurrent.futures import ThreadPoolExecutor
from contextlib import contextmanager
from typing import Any, TypeAlias, final
from urllib.parse import urljoin, urlparse
import httpx
from sseclient import SSEClient
from core.mcp import types
from core.mcp.error import MCPAuthError, MCPConnectionError
from core.mcp.types import SessionMessage
from core.mcp.utils import create_ssrf_proxy_mcp_http_client, ssrf_proxy_sse_connect
logger = logging.getLogger(__name__)
DEFAULT_QUEUE_READ_TIMEOUT = 3
@final
class _StatusReady:
def __init__(self, endpoint_url: str):
self._endpoint_url = endpoint_url
@final
class _StatusError:
def __init__(self, exc: Exception):
self._exc = exc
# Type aliases for better readability
ReadQueue: TypeAlias = queue.Queue[SessionMessage | Exception | None]
WriteQueue: TypeAlias = queue.Queue[SessionMessage | Exception | None]
StatusQueue: TypeAlias = queue.Queue[_StatusReady | _StatusError]
def remove_request_params(url: str) -> str:
"""Remove request parameters from URL, keeping only the path."""
return urljoin(url, urlparse(url).path)
class SSETransport:
"""SSE client transport implementation."""
def __init__(
self,
url: str,
headers: dict[str, Any] | None = None,
timeout: float = 5.0,
sse_read_timeout: float = 5 * 60,
) -> None:
"""Initialize the SSE transport.
Args:
url: The SSE endpoint URL.
headers: Optional headers to include in requests.
timeout: HTTP timeout for regular operations.
sse_read_timeout: Timeout for SSE read operations.
"""
self.url = url
self.headers = headers or {}
self.timeout = timeout
self.sse_read_timeout = sse_read_timeout
self.endpoint_url: str | None = None
def _validate_endpoint_url(self, endpoint_url: str) -> bool:
"""Validate that the endpoint URL matches the connection origin.
Args:
endpoint_url: The endpoint URL to validate.
Returns:
True if valid, False otherwise.
"""
url_parsed = urlparse(self.url)
endpoint_parsed = urlparse(endpoint_url)
return url_parsed.netloc == endpoint_parsed.netloc and url_parsed.scheme == endpoint_parsed.scheme
def _handle_endpoint_event(self, sse_data: str, status_queue: StatusQueue) -> None:
"""Handle an 'endpoint' SSE event.
Args:
sse_data: The SSE event data.
status_queue: Queue to put status updates.
"""
endpoint_url = urljoin(self.url, sse_data)
logger.info(f"Received endpoint URL: {endpoint_url}")
if not self._validate_endpoint_url(endpoint_url):
error_msg = f"Endpoint origin does not match connection origin: {endpoint_url}"
logger.error(error_msg)
status_queue.put(_StatusError(ValueError(error_msg)))
return
status_queue.put(_StatusReady(endpoint_url))
def _handle_message_event(self, sse_data: str, read_queue: ReadQueue) -> None:
"""Handle a 'message' SSE event.
Args:
sse_data: The SSE event data.
read_queue: Queue to put parsed messages.
"""
try:
message = types.JSONRPCMessage.model_validate_json(sse_data)
logger.debug(f"Received server message: {message}")
session_message = SessionMessage(message)
read_queue.put(session_message)
except Exception as exc:
logger.exception("Error parsing server message")
read_queue.put(exc)
def _handle_sse_event(self, sse, read_queue: ReadQueue, status_queue: StatusQueue) -> None:
"""Handle a single SSE event.
Args:
sse: The SSE event object.
read_queue: Queue for message events.
status_queue: Queue for status events.
"""
match sse.event:
case "endpoint":
self._handle_endpoint_event(sse.data, status_queue)
case "message":
self._handle_message_event(sse.data, read_queue)
case _:
logger.warning(f"Unknown SSE event: {sse.event}")
def sse_reader(self, event_source, read_queue: ReadQueue, status_queue: StatusQueue) -> None:
"""Read and process SSE events.
Args:
event_source: The SSE event source.
read_queue: Queue to put received messages.
status_queue: Queue to put status updates.
"""
try:
for sse in event_source.iter_sse():
self._handle_sse_event(sse, read_queue, status_queue)
except httpx.ReadError as exc:
logger.debug(f"SSE reader shutting down normally: {exc}")
except Exception as exc:
read_queue.put(exc)
finally:
read_queue.put(None)
def _send_message(self, client: httpx.Client, endpoint_url: str, message: SessionMessage) -> None:
"""Send a single message to the server.
Args:
client: HTTP client to use.
endpoint_url: The endpoint URL to send to.
message: The message to send.
"""
response = client.post(
endpoint_url,
json=message.message.model_dump(
by_alias=True,
mode="json",
exclude_none=True,
),
)
response.raise_for_status()
logger.debug(f"Client message sent successfully: {response.status_code}")
def post_writer(self, client: httpx.Client, endpoint_url: str, write_queue: WriteQueue) -> None:
"""Handle writing messages to the server.
Args:
client: HTTP client to use.
endpoint_url: The endpoint URL to send messages to.
write_queue: Queue to read messages from.
"""
try:
while True:
try:
message = write_queue.get(timeout=DEFAULT_QUEUE_READ_TIMEOUT)
if message is None:
break
if isinstance(message, Exception):
write_queue.put(message)
continue
self._send_message(client, endpoint_url, message)
except queue.Empty:
continue
except httpx.ReadError as exc:
logger.debug(f"Post writer shutting down normally: {exc}")
except Exception as exc:
logger.exception("Error writing messages")
write_queue.put(exc)
finally:
write_queue.put(None)
def _wait_for_endpoint(self, status_queue: StatusQueue) -> str:
"""Wait for the endpoint URL from the status queue.
Args:
status_queue: Queue to read status from.
Returns:
The endpoint URL.
Raises:
ValueError: If endpoint URL is not received or there's an error.
"""
try:
status = status_queue.get(timeout=1)
except queue.Empty:
raise ValueError("failed to get endpoint URL")
if isinstance(status, _StatusReady):
return status._endpoint_url
elif isinstance(status, _StatusError):
raise status._exc
else:
raise ValueError("failed to get endpoint URL")
def connect(
self,
executor: ThreadPoolExecutor,
client: httpx.Client,
event_source,
) -> tuple[ReadQueue, WriteQueue]:
"""Establish connection and start worker threads.
Args:
executor: Thread pool executor.
client: HTTP client.
event_source: SSE event source.
Returns:
Tuple of (read_queue, write_queue).
"""
read_queue: ReadQueue = queue.Queue()
write_queue: WriteQueue = queue.Queue()
status_queue: StatusQueue = queue.Queue()
# Start SSE reader thread
executor.submit(self.sse_reader, event_source, read_queue, status_queue)
# Wait for endpoint URL
endpoint_url = self._wait_for_endpoint(status_queue)
self.endpoint_url = endpoint_url
# Start post writer thread
executor.submit(self.post_writer, client, endpoint_url, write_queue)
return read_queue, write_queue
@contextmanager
def sse_client(
url: str,
headers: dict[str, Any] | None = None,
timeout: float = 5.0,
sse_read_timeout: float = 5 * 60,
) -> Generator[tuple[ReadQueue, WriteQueue], None, None]:
"""
Client transport for SSE.
`sse_read_timeout` determines how long (in seconds) the client will wait for a new
event before disconnecting. All other HTTP operations are controlled by `timeout`.
Args:
url: The SSE endpoint URL.
headers: Optional headers to include in requests.
timeout: HTTP timeout for regular operations.
sse_read_timeout: Timeout for SSE read operations.
Yields:
Tuple of (read_queue, write_queue) for message communication.
"""
transport = SSETransport(url, headers, timeout, sse_read_timeout)
read_queue: ReadQueue | None = None
write_queue: WriteQueue | None = None
with ThreadPoolExecutor() as executor:
try:
with create_ssrf_proxy_mcp_http_client(headers=transport.headers) as client:
with ssrf_proxy_sse_connect(
url, timeout=httpx.Timeout(timeout, read=sse_read_timeout), client=client
) as event_source:
event_source.response.raise_for_status()
read_queue, write_queue = transport.connect(executor, client, event_source)
yield read_queue, write_queue
except httpx.HTTPStatusError as exc:
if exc.response.status_code == 401:
raise MCPAuthError()
raise MCPConnectionError()
except Exception:
logger.exception("Error connecting to SSE endpoint")
raise
finally:
# Clean up queues
if read_queue:
read_queue.put(None)
if write_queue:
write_queue.put(None)
def send_message(http_client: httpx.Client, endpoint_url: str, session_message: SessionMessage) -> None:
"""
Send a message to the server using the provided HTTP client.
Args:
http_client: The HTTP client to use for sending
endpoint_url: The endpoint URL to send the message to
session_message: The message to send
"""
try:
response = http_client.post(
endpoint_url,
json=session_message.message.model_dump(
by_alias=True,
mode="json",
exclude_none=True,
),
)
response.raise_for_status()
logger.debug(f"Client message sent successfully: {response.status_code}")
except Exception as exc:
logger.exception("Error sending message")
raise
def read_messages(
sse_client: SSEClient,
) -> Generator[SessionMessage | Exception, None, None]:
"""
Read messages from the SSE client.
Args:
sse_client: The SSE client to read from
Yields:
SessionMessage or Exception for each event received
"""
try:
for sse in sse_client.events():
if sse.event == "message":
try:
message = types.JSONRPCMessage.model_validate_json(sse.data)
logger.debug(f"Received server message: {message}")
yield SessionMessage(message)
except Exception as exc:
logger.exception("Error parsing server message")
yield exc
else:
logger.warning(f"Unknown SSE event: {sse.event}")
except Exception as exc:
logger.exception("Error reading SSE messages")
yield exc

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"""
StreamableHTTP Client Transport Module
This module implements the StreamableHTTP transport for MCP clients,
providing support for HTTP POST requests with optional SSE streaming responses
and session management.
"""
import logging
import queue
from collections.abc import Callable, Generator
from concurrent.futures import ThreadPoolExecutor
from contextlib import contextmanager
from dataclasses import dataclass
from datetime import timedelta
from typing import Any, cast
import httpx
from httpx_sse import EventSource, ServerSentEvent
from core.mcp.types import (
ClientMessageMetadata,
ErrorData,
JSONRPCError,
JSONRPCMessage,
JSONRPCNotification,
JSONRPCRequest,
JSONRPCResponse,
RequestId,
SessionMessage,
)
from core.mcp.utils import create_ssrf_proxy_mcp_http_client, ssrf_proxy_sse_connect
logger = logging.getLogger(__name__)
SessionMessageOrError = SessionMessage | Exception | None
# Queue types with clearer names for their roles
ServerToClientQueue = queue.Queue[SessionMessageOrError] # Server to client messages
ClientToServerQueue = queue.Queue[SessionMessage | None] # Client to server messages
GetSessionIdCallback = Callable[[], str | None]
MCP_SESSION_ID = "mcp-session-id"
LAST_EVENT_ID = "last-event-id"
CONTENT_TYPE = "content-type"
ACCEPT = "Accept"
JSON = "application/json"
SSE = "text/event-stream"
DEFAULT_QUEUE_READ_TIMEOUT = 3
class StreamableHTTPError(Exception):
"""Base exception for StreamableHTTP transport errors."""
pass
class ResumptionError(StreamableHTTPError):
"""Raised when resumption request is invalid."""
pass
@dataclass
class RequestContext:
"""Context for a request operation."""
client: httpx.Client
headers: dict[str, str]
session_id: str | None
session_message: SessionMessage
metadata: ClientMessageMetadata | None
server_to_client_queue: ServerToClientQueue # Renamed for clarity
sse_read_timeout: timedelta
class StreamableHTTPTransport:
"""StreamableHTTP client transport implementation."""
def __init__(
self,
url: str,
headers: dict[str, Any] | None = None,
timeout: timedelta = timedelta(seconds=30),
sse_read_timeout: timedelta = timedelta(seconds=60 * 5),
) -> None:
"""Initialize the StreamableHTTP transport.
Args:
url: The endpoint URL.
headers: Optional headers to include in requests.
timeout: HTTP timeout for regular operations.
sse_read_timeout: Timeout for SSE read operations.
"""
self.url = url
self.headers = headers or {}
self.timeout = timeout
self.sse_read_timeout = sse_read_timeout
self.session_id: str | None = None
self.request_headers = {
ACCEPT: f"{JSON}, {SSE}",
CONTENT_TYPE: JSON,
**self.headers,
}
def _update_headers_with_session(self, base_headers: dict[str, str]) -> dict[str, str]:
"""Update headers with session ID if available."""
headers = base_headers.copy()
if self.session_id:
headers[MCP_SESSION_ID] = self.session_id
return headers
def _is_initialization_request(self, message: JSONRPCMessage) -> bool:
"""Check if the message is an initialization request."""
return isinstance(message.root, JSONRPCRequest) and message.root.method == "initialize"
def _is_initialized_notification(self, message: JSONRPCMessage) -> bool:
"""Check if the message is an initialized notification."""
return isinstance(message.root, JSONRPCNotification) and message.root.method == "notifications/initialized"
def _maybe_extract_session_id_from_response(
self,
response: httpx.Response,
) -> None:
"""Extract and store session ID from response headers."""
new_session_id = response.headers.get(MCP_SESSION_ID)
if new_session_id:
self.session_id = new_session_id
logger.info(f"Received session ID: {self.session_id}")
def _handle_sse_event(
self,
sse: ServerSentEvent,
server_to_client_queue: ServerToClientQueue,
original_request_id: RequestId | None = None,
resumption_callback: Callable[[str], None] | None = None,
) -> bool:
"""Handle an SSE event, returning True if the response is complete."""
if sse.event == "message":
try:
message = JSONRPCMessage.model_validate_json(sse.data)
logger.debug(f"SSE message: {message}")
# If this is a response and we have original_request_id, replace it
if original_request_id is not None and isinstance(message.root, JSONRPCResponse | JSONRPCError):
message.root.id = original_request_id
session_message = SessionMessage(message)
# Put message in queue that goes to client
server_to_client_queue.put(session_message)
# Call resumption token callback if we have an ID
if sse.id and resumption_callback:
resumption_callback(sse.id)
# If this is a response or error return True indicating completion
# Otherwise, return False to continue listening
return isinstance(message.root, JSONRPCResponse | JSONRPCError)
except Exception as exc:
# Put exception in queue that goes to client
server_to_client_queue.put(exc)
return False
elif sse.event == "ping":
logger.debug("Received ping event")
return False
else:
logger.warning(f"Unknown SSE event: {sse.event}")
return False
def handle_get_stream(
self,
client: httpx.Client,
server_to_client_queue: ServerToClientQueue,
) -> None:
"""Handle GET stream for server-initiated messages."""
try:
if not self.session_id:
return
headers = self._update_headers_with_session(self.request_headers)
with ssrf_proxy_sse_connect(
self.url,
headers=headers,
timeout=httpx.Timeout(self.timeout.seconds, read=self.sse_read_timeout.seconds),
client=client,
method="GET",
) as event_source:
event_source.response.raise_for_status()
logger.debug("GET SSE connection established")
for sse in event_source.iter_sse():
self._handle_sse_event(sse, server_to_client_queue)
except Exception as exc:
logger.debug(f"GET stream error (non-fatal): {exc}")
def _handle_resumption_request(self, ctx: RequestContext) -> None:
"""Handle a resumption request using GET with SSE."""
headers = self._update_headers_with_session(ctx.headers)
if ctx.metadata and ctx.metadata.resumption_token:
headers[LAST_EVENT_ID] = ctx.metadata.resumption_token
else:
raise ResumptionError("Resumption request requires a resumption token")
# Extract original request ID to map responses
original_request_id = None
if isinstance(ctx.session_message.message.root, JSONRPCRequest):
original_request_id = ctx.session_message.message.root.id
with ssrf_proxy_sse_connect(
self.url,
headers=headers,
timeout=httpx.Timeout(self.timeout.seconds, read=ctx.sse_read_timeout.seconds),
client=ctx.client,
method="GET",
) as event_source:
event_source.response.raise_for_status()
logger.debug("Resumption GET SSE connection established")
for sse in event_source.iter_sse():
is_complete = self._handle_sse_event(
sse,
ctx.server_to_client_queue,
original_request_id,
ctx.metadata.on_resumption_token_update if ctx.metadata else None,
)
if is_complete:
break
def _handle_post_request(self, ctx: RequestContext) -> None:
"""Handle a POST request with response processing."""
headers = self._update_headers_with_session(ctx.headers)
message = ctx.session_message.message
is_initialization = self._is_initialization_request(message)
with ctx.client.stream(
"POST",
self.url,
json=message.model_dump(by_alias=True, mode="json", exclude_none=True),
headers=headers,
) as response:
if response.status_code == 202:
logger.debug("Received 202 Accepted")
return
if response.status_code == 404:
if isinstance(message.root, JSONRPCRequest):
self._send_session_terminated_error(
ctx.server_to_client_queue,
message.root.id,
)
return
response.raise_for_status()
if is_initialization:
self._maybe_extract_session_id_from_response(response)
content_type = cast(str, response.headers.get(CONTENT_TYPE, "").lower())
if content_type.startswith(JSON):
self._handle_json_response(response, ctx.server_to_client_queue)
elif content_type.startswith(SSE):
self._handle_sse_response(response, ctx)
else:
self._handle_unexpected_content_type(
content_type,
ctx.server_to_client_queue,
)
def _handle_json_response(
self,
response: httpx.Response,
server_to_client_queue: ServerToClientQueue,
) -> None:
"""Handle JSON response from the server."""
try:
content = response.read()
message = JSONRPCMessage.model_validate_json(content)
session_message = SessionMessage(message)
server_to_client_queue.put(session_message)
except Exception as exc:
server_to_client_queue.put(exc)
def _handle_sse_response(self, response: httpx.Response, ctx: RequestContext) -> None:
"""Handle SSE response from the server."""
try:
event_source = EventSource(response)
for sse in event_source.iter_sse():
is_complete = self._handle_sse_event(
sse,
ctx.server_to_client_queue,
resumption_callback=(ctx.metadata.on_resumption_token_update if ctx.metadata else None),
)
if is_complete:
break
except Exception as e:
ctx.server_to_client_queue.put(e)
def _handle_unexpected_content_type(
self,
content_type: str,
server_to_client_queue: ServerToClientQueue,
) -> None:
"""Handle unexpected content type in response."""
error_msg = f"Unexpected content type: {content_type}"
logger.error(error_msg)
server_to_client_queue.put(ValueError(error_msg))
def _send_session_terminated_error(
self,
server_to_client_queue: ServerToClientQueue,
request_id: RequestId,
) -> None:
"""Send a session terminated error response."""
jsonrpc_error = JSONRPCError(
jsonrpc="2.0",
id=request_id,
error=ErrorData(code=32600, message="Session terminated by server"),
)
session_message = SessionMessage(JSONRPCMessage(jsonrpc_error))
server_to_client_queue.put(session_message)
def post_writer(
self,
client: httpx.Client,
client_to_server_queue: ClientToServerQueue,
server_to_client_queue: ServerToClientQueue,
start_get_stream: Callable[[], None],
) -> None:
"""Handle writing requests to the server.
This method processes messages from the client_to_server_queue and sends them to the server.
Responses are written to the server_to_client_queue.
"""
while True:
try:
# Read message from client queue with timeout to check stop_event periodically
session_message = client_to_server_queue.get(timeout=DEFAULT_QUEUE_READ_TIMEOUT)
if session_message is None:
break
message = session_message.message
metadata = (
session_message.metadata if isinstance(session_message.metadata, ClientMessageMetadata) else None
)
# Check if this is a resumption request
is_resumption = bool(metadata and metadata.resumption_token)
logger.debug(f"Sending client message: {message}")
# Handle initialized notification
if self._is_initialized_notification(message):
start_get_stream()
ctx = RequestContext(
client=client,
headers=self.request_headers,
session_id=self.session_id,
session_message=session_message,
metadata=metadata,
server_to_client_queue=server_to_client_queue, # Queue to write responses to client
sse_read_timeout=self.sse_read_timeout,
)
if is_resumption:
self._handle_resumption_request(ctx)
else:
self._handle_post_request(ctx)
except queue.Empty:
continue
except Exception as exc:
server_to_client_queue.put(exc)
def terminate_session(self, client: httpx.Client) -> None:
"""Terminate the session by sending a DELETE request."""
if not self.session_id:
return
try:
headers = self._update_headers_with_session(self.request_headers)
response = client.delete(self.url, headers=headers)
if response.status_code == 405:
logger.debug("Server does not allow session termination")
elif response.status_code != 200:
logger.warning(f"Session termination failed: {response.status_code}")
except Exception as exc:
logger.warning(f"Session termination failed: {exc}")
def get_session_id(self) -> str | None:
"""Get the current session ID."""
return self.session_id
@contextmanager
def streamablehttp_client(
url: str,
headers: dict[str, Any] | None = None,
timeout: timedelta = timedelta(seconds=30),
sse_read_timeout: timedelta = timedelta(seconds=60 * 5),
terminate_on_close: bool = True,
) -> Generator[
tuple[
ServerToClientQueue, # Queue for receiving messages FROM server
ClientToServerQueue, # Queue for sending messages TO server
GetSessionIdCallback,
],
None,
None,
]:
"""
Client transport for StreamableHTTP.
`sse_read_timeout` determines how long (in seconds) the client will wait for a new
event before disconnecting. All other HTTP operations are controlled by `timeout`.
Yields:
Tuple containing:
- server_to_client_queue: Queue for reading messages FROM the server
- client_to_server_queue: Queue for sending messages TO the server
- get_session_id_callback: Function to retrieve the current session ID
"""
transport = StreamableHTTPTransport(url, headers, timeout, sse_read_timeout)
# Create queues with clear directional meaning
server_to_client_queue: ServerToClientQueue = queue.Queue() # For messages FROM server TO client
client_to_server_queue: ClientToServerQueue = queue.Queue() # For messages FROM client TO server
with ThreadPoolExecutor(max_workers=2) as executor:
try:
with create_ssrf_proxy_mcp_http_client(
headers=transport.request_headers,
timeout=httpx.Timeout(transport.timeout.seconds, read=transport.sse_read_timeout.seconds),
) as client:
# Define callbacks that need access to thread pool
def start_get_stream() -> None:
"""Start a worker thread to handle server-initiated messages."""
executor.submit(transport.handle_get_stream, client, server_to_client_queue)
# Start the post_writer worker thread
executor.submit(
transport.post_writer,
client,
client_to_server_queue, # Queue for messages FROM client TO server
server_to_client_queue, # Queue for messages FROM server TO client
start_get_stream,
)
try:
yield (
server_to_client_queue, # Queue for receiving messages FROM server
client_to_server_queue, # Queue for sending messages TO server
transport.get_session_id,
)
finally:
if transport.session_id and terminate_on_close:
transport.terminate_session(client)
# Signal threads to stop
client_to_server_queue.put(None)
finally:
# Clear any remaining items and add None sentinel to unblock any waiting threads
try:
while not client_to_server_queue.empty():
client_to_server_queue.get_nowait()
except queue.Empty:
pass
client_to_server_queue.put(None)
server_to_client_queue.put(None)

19
api/core/mcp/entities.py Normal file
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from dataclasses import dataclass
from typing import Any, Generic, TypeVar
from core.mcp.session.base_session import BaseSession
from core.mcp.types import LATEST_PROTOCOL_VERSION, RequestId, RequestParams
SUPPORTED_PROTOCOL_VERSIONS: list[str] = ["2024-11-05", LATEST_PROTOCOL_VERSION]
SessionT = TypeVar("SessionT", bound=BaseSession[Any, Any, Any, Any, Any])
LifespanContextT = TypeVar("LifespanContextT")
@dataclass
class RequestContext(Generic[SessionT, LifespanContextT]):
request_id: RequestId
meta: RequestParams.Meta | None
session: SessionT
lifespan_context: LifespanContextT

10
api/core/mcp/error.py Normal file
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class MCPError(Exception):
pass
class MCPConnectionError(MCPError):
pass
class MCPAuthError(MCPConnectionError):
pass

150
api/core/mcp/mcp_client.py Normal file
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import logging
from collections.abc import Callable
from contextlib import AbstractContextManager, ExitStack
from types import TracebackType
from typing import Any, Optional, cast
from urllib.parse import urlparse
from core.mcp.client.sse_client import sse_client
from core.mcp.client.streamable_client import streamablehttp_client
from core.mcp.error import MCPAuthError, MCPConnectionError
from core.mcp.session.client_session import ClientSession
from core.mcp.types import Tool
logger = logging.getLogger(__name__)
class MCPClient:
def __init__(
self,
server_url: str,
provider_id: str,
tenant_id: str,
authed: bool = True,
authorization_code: Optional[str] = None,
for_list: bool = False,
):
# Initialize info
self.provider_id = provider_id
self.tenant_id = tenant_id
self.client_type = "streamable"
self.server_url = server_url
# Authentication info
self.authed = authed
self.authorization_code = authorization_code
if authed:
from core.mcp.auth.auth_provider import OAuthClientProvider
self.provider = OAuthClientProvider(self.provider_id, self.tenant_id, for_list=for_list)
self.token = self.provider.tokens()
# Initialize session and client objects
self._session: Optional[ClientSession] = None
self._streams_context: Optional[AbstractContextManager[Any]] = None
self._session_context: Optional[ClientSession] = None
self.exit_stack = ExitStack()
# Whether the client has been initialized
self._initialized = False
def __enter__(self):
self._initialize()
self._initialized = True
return self
def __exit__(
self, exc_type: Optional[type], exc_value: Optional[BaseException], traceback: Optional[TracebackType]
):
self.cleanup()
def _initialize(
self,
):
"""Initialize the client with fallback to SSE if streamable connection fails"""
connection_methods: dict[str, Callable[..., AbstractContextManager[Any]]] = {
"mcp": streamablehttp_client,
"sse": sse_client,
}
parsed_url = urlparse(self.server_url)
path = parsed_url.path
method_name = path.rstrip("/").split("/")[-1] if path else ""
try:
client_factory = connection_methods[method_name]
self.connect_server(client_factory, method_name)
except KeyError:
try:
self.connect_server(sse_client, "sse")
except MCPConnectionError:
self.connect_server(streamablehttp_client, "mcp")
def connect_server(
self, client_factory: Callable[..., AbstractContextManager[Any]], method_name: str, first_try: bool = True
):
from core.mcp.auth.auth_flow import auth
try:
headers = (
{"Authorization": f"{self.token.token_type.capitalize()} {self.token.access_token}"}
if self.authed and self.token
else {}
)
self._streams_context = client_factory(url=self.server_url, headers=headers)
if self._streams_context is None:
raise MCPConnectionError("Failed to create connection context")
# Use exit_stack to manage context managers properly
if method_name == "mcp":
read_stream, write_stream, _ = self.exit_stack.enter_context(self._streams_context)
streams = (read_stream, write_stream)
else: # sse_client
streams = self.exit_stack.enter_context(self._streams_context)
self._session_context = ClientSession(*streams)
self._session = self.exit_stack.enter_context(self._session_context)
session = cast(ClientSession, self._session)
session.initialize()
return
except MCPAuthError:
if not self.authed:
raise
try:
auth(self.provider, self.server_url, self.authorization_code)
except Exception as e:
raise ValueError(f"Failed to authenticate: {e}")
self.token = self.provider.tokens()
if first_try:
return self.connect_server(client_factory, method_name, first_try=False)
except MCPConnectionError:
raise
def list_tools(self) -> list[Tool]:
"""Connect to an MCP server running with SSE transport"""
# List available tools to verify connection
if not self._initialized or not self._session:
raise ValueError("Session not initialized.")
response = self._session.list_tools()
tools = response.tools
return tools
def invoke_tool(self, tool_name: str, tool_args: dict):
"""Call a tool"""
if not self._initialized or not self._session:
raise ValueError("Session not initialized.")
return self._session.call_tool(tool_name, tool_args)
def cleanup(self):
"""Clean up resources"""
try:
# ExitStack will handle proper cleanup of all managed context managers
self.exit_stack.close()
self._session = None
self._session_context = None
self._streams_context = None
self._initialized = False
except Exception as e:
logging.exception("Error during cleanup")
raise ValueError(f"Error during cleanup: {e}")

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@@ -0,0 +1,224 @@
import json
import logging
from collections.abc import Mapping
from typing import Any, cast
from configs import dify_config
from controllers.web.passport import generate_session_id
from core.app.app_config.entities import VariableEntity, VariableEntityType
from core.app.entities.app_invoke_entities import InvokeFrom
from core.app.features.rate_limiting.rate_limit import RateLimitGenerator
from core.mcp import types
from core.mcp.types import INTERNAL_ERROR, INVALID_PARAMS, METHOD_NOT_FOUND
from core.mcp.utils import create_mcp_error_response
from core.model_runtime.utils.encoders import jsonable_encoder
from extensions.ext_database import db
from models.model import App, AppMCPServer, AppMode, EndUser
from services.app_generate_service import AppGenerateService
"""
Apply to MCP HTTP streamable server with stateless http
"""
logger = logging.getLogger(__name__)
class MCPServerStreamableHTTPRequestHandler:
def __init__(
self, app: App, request: types.ClientRequest | types.ClientNotification, user_input_form: list[VariableEntity]
):
self.app = app
self.request = request
mcp_server = db.session.query(AppMCPServer).filter(AppMCPServer.app_id == self.app.id).first()
if not mcp_server:
raise ValueError("MCP server not found")
self.mcp_server: AppMCPServer = mcp_server
self.end_user = self.retrieve_end_user()
self.user_input_form = user_input_form
@property
def request_type(self):
return type(self.request.root)
@property
def parameter_schema(self):
parameters, required = self._convert_input_form_to_parameters(self.user_input_form)
if self.app.mode in {AppMode.COMPLETION.value, AppMode.WORKFLOW.value}:
return {
"type": "object",
"properties": parameters,
"required": required,
}
return {
"type": "object",
"properties": {
"query": {"type": "string", "description": "User Input/Question content"},
**parameters,
},
"required": ["query", *required],
}
@property
def capabilities(self):
return types.ServerCapabilities(
tools=types.ToolsCapability(listChanged=False),
)
def response(self, response: types.Result | str):
if isinstance(response, str):
sse_content = f"event: ping\ndata: {response}\n\n".encode()
yield sse_content
return
json_response = types.JSONRPCResponse(
jsonrpc="2.0",
id=(self.request.root.model_extra or {}).get("id", 1),
result=response.model_dump(by_alias=True, mode="json", exclude_none=True),
)
json_data = json.dumps(jsonable_encoder(json_response))
sse_content = f"event: message\ndata: {json_data}\n\n".encode()
yield sse_content
def error_response(self, code: int, message: str, data=None):
request_id = (self.request.root.model_extra or {}).get("id", 1) or 1
return create_mcp_error_response(request_id, code, message, data)
def handle(self):
handle_map = {
types.InitializeRequest: self.initialize,
types.ListToolsRequest: self.list_tools,
types.CallToolRequest: self.invoke_tool,
types.InitializedNotification: self.handle_notification,
}
try:
if self.request_type in handle_map:
return self.response(handle_map[self.request_type]())
else:
return self.error_response(METHOD_NOT_FOUND, f"Method not found: {self.request_type}")
except ValueError as e:
logger.exception("Invalid params")
return self.error_response(INVALID_PARAMS, str(e))
except Exception as e:
logger.exception("Internal server error")
return self.error_response(INTERNAL_ERROR, f"Internal server error: {str(e)}")
def handle_notification(self):
return "ping"
def initialize(self):
request = cast(types.InitializeRequest, self.request.root)
client_info = request.params.clientInfo
clinet_name = f"{client_info.name}@{client_info.version}"
if not self.end_user:
end_user = EndUser(
tenant_id=self.app.tenant_id,
app_id=self.app.id,
type="mcp",
name=clinet_name,
session_id=generate_session_id(),
external_user_id=self.mcp_server.id,
)
db.session.add(end_user)
db.session.commit()
return types.InitializeResult(
protocolVersion=types.SERVER_LATEST_PROTOCOL_VERSION,
capabilities=self.capabilities,
serverInfo=types.Implementation(name="Dify", version=dify_config.project.version),
instructions=self.mcp_server.description,
)
def list_tools(self):
if not self.end_user:
raise ValueError("User not found")
return types.ListToolsResult(
tools=[
types.Tool(
name=self.app.name,
description=self.mcp_server.description,
inputSchema=self.parameter_schema,
)
],
)
def invoke_tool(self):
if not self.end_user:
raise ValueError("User not found")
request = cast(types.CallToolRequest, self.request.root)
args = request.params.arguments
if not args:
raise ValueError("No arguments provided")
if self.app.mode in {AppMode.WORKFLOW.value}:
args = {"inputs": args}
elif self.app.mode in {AppMode.COMPLETION.value}:
args = {"query": "", "inputs": args}
else:
args = {"query": args["query"], "inputs": {k: v for k, v in args.items() if k != "query"}}
response = AppGenerateService.generate(
self.app,
self.end_user,
args,
InvokeFrom.SERVICE_API,
streaming=self.app.mode == AppMode.AGENT_CHAT.value,
)
answer = ""
if isinstance(response, RateLimitGenerator):
for item in response.generator:
data = item
if isinstance(data, str) and data.startswith("data: "):
try:
json_str = data[6:].strip()
parsed_data = json.loads(json_str)
if parsed_data.get("event") == "agent_thought":
answer += parsed_data.get("thought", "")
except json.JSONDecodeError:
continue
if isinstance(response, Mapping):
if self.app.mode in {
AppMode.ADVANCED_CHAT.value,
AppMode.COMPLETION.value,
AppMode.CHAT.value,
AppMode.AGENT_CHAT.value,
}:
answer = response["answer"]
elif self.app.mode in {AppMode.WORKFLOW.value}:
answer = json.dumps(response["data"]["outputs"], ensure_ascii=False)
else:
raise ValueError("Invalid app mode")
# Not support image yet
return types.CallToolResult(content=[types.TextContent(text=answer, type="text")])
def retrieve_end_user(self):
return (
db.session.query(EndUser)
.filter(EndUser.external_user_id == self.mcp_server.id, EndUser.type == "mcp")
.first()
)
def _convert_input_form_to_parameters(self, user_input_form: list[VariableEntity]):
parameters: dict[str, dict[str, Any]] = {}
required = []
for item in user_input_form:
parameters[item.variable] = {}
if item.type in (
VariableEntityType.FILE,
VariableEntityType.FILE_LIST,
VariableEntityType.EXTERNAL_DATA_TOOL,
):
continue
if item.required:
required.append(item.variable)
# if the workflow republished, the parameters not changed
# we should not raise error here
try:
description = self.mcp_server.parameters_dict[item.variable]
except KeyError:
description = ""
parameters[item.variable]["description"] = description
if item.type in (VariableEntityType.TEXT_INPUT, VariableEntityType.PARAGRAPH):
parameters[item.variable]["type"] = "string"
elif item.type == VariableEntityType.SELECT:
parameters[item.variable]["type"] = "string"
parameters[item.variable]["enum"] = item.options
elif item.type == VariableEntityType.NUMBER:
parameters[item.variable]["type"] = "float"
return parameters, required

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@@ -0,0 +1,397 @@
import logging
import queue
from collections.abc import Callable
from concurrent.futures import ThreadPoolExecutor
from contextlib import ExitStack
from datetime import timedelta
from types import TracebackType
from typing import Any, Generic, Self, TypeVar
from httpx import HTTPStatusError
from pydantic import BaseModel
from core.mcp.error import MCPAuthError, MCPConnectionError
from core.mcp.types import (
CancelledNotification,
ClientNotification,
ClientRequest,
ClientResult,
ErrorData,
JSONRPCError,
JSONRPCMessage,
JSONRPCNotification,
JSONRPCRequest,
JSONRPCResponse,
MessageMetadata,
RequestId,
RequestParams,
ServerMessageMetadata,
ServerNotification,
ServerRequest,
ServerResult,
SessionMessage,
)
SendRequestT = TypeVar("SendRequestT", ClientRequest, ServerRequest)
SendResultT = TypeVar("SendResultT", ClientResult, ServerResult)
SendNotificationT = TypeVar("SendNotificationT", ClientNotification, ServerNotification)
ReceiveRequestT = TypeVar("ReceiveRequestT", ClientRequest, ServerRequest)
ReceiveResultT = TypeVar("ReceiveResultT", bound=BaseModel)
ReceiveNotificationT = TypeVar("ReceiveNotificationT", ClientNotification, ServerNotification)
DEFAULT_RESPONSE_READ_TIMEOUT = 1.0
class RequestResponder(Generic[ReceiveRequestT, SendResultT]):
"""Handles responding to MCP requests and manages request lifecycle.
This class MUST be used as a context manager to ensure proper cleanup and
cancellation handling:
Example:
with request_responder as resp:
resp.respond(result)
The context manager ensures:
1. Proper cancellation scope setup and cleanup
2. Request completion tracking
3. Cleanup of in-flight requests
"""
request: ReceiveRequestT
_session: Any
_on_complete: Callable[["RequestResponder[ReceiveRequestT, SendResultT]"], Any]
def __init__(
self,
request_id: RequestId,
request_meta: RequestParams.Meta | None,
request: ReceiveRequestT,
session: """BaseSession[
SendRequestT,
SendNotificationT,
SendResultT,
ReceiveRequestT,
ReceiveNotificationT
]""",
on_complete: Callable[["RequestResponder[ReceiveRequestT, SendResultT]"], Any],
) -> None:
self.request_id = request_id
self.request_meta = request_meta
self.request = request
self._session = session
self._completed = False
self._on_complete = on_complete
self._entered = False # Track if we're in a context manager
def __enter__(self) -> "RequestResponder[ReceiveRequestT, SendResultT]":
"""Enter the context manager, enabling request cancellation tracking."""
self._entered = True
return self
def __exit__(
self,
exc_type: type[BaseException] | None,
exc_val: BaseException | None,
exc_tb: TracebackType | None,
) -> None:
"""Exit the context manager, performing cleanup and notifying completion."""
try:
if self._completed:
self._on_complete(self)
finally:
self._entered = False
def respond(self, response: SendResultT | ErrorData) -> None:
"""Send a response for this request.
Must be called within a context manager block.
Raises:
RuntimeError: If not used within a context manager
AssertionError: If request was already responded to
"""
if not self._entered:
raise RuntimeError("RequestResponder must be used as a context manager")
assert not self._completed, "Request already responded to"
self._completed = True
self._session._send_response(request_id=self.request_id, response=response)
def cancel(self) -> None:
"""Cancel this request and mark it as completed."""
if not self._entered:
raise RuntimeError("RequestResponder must be used as a context manager")
self._completed = True # Mark as completed so it's removed from in_flight
# Send an error response to indicate cancellation
self._session._send_response(
request_id=self.request_id,
response=ErrorData(code=0, message="Request cancelled", data=None),
)
class BaseSession(
Generic[
SendRequestT,
SendNotificationT,
SendResultT,
ReceiveRequestT,
ReceiveNotificationT,
],
):
"""
Implements an MCP "session" on top of read/write streams, including features
like request/response linking, notifications, and progress.
This class is a context manager that automatically starts processing
messages when entered.
"""
_response_streams: dict[RequestId, queue.Queue[JSONRPCResponse | JSONRPCError]]
_request_id: int
_in_flight: dict[RequestId, RequestResponder[ReceiveRequestT, SendResultT]]
_receive_request_type: type[ReceiveRequestT]
_receive_notification_type: type[ReceiveNotificationT]
def __init__(
self,
read_stream: queue.Queue,
write_stream: queue.Queue,
receive_request_type: type[ReceiveRequestT],
receive_notification_type: type[ReceiveNotificationT],
# If none, reading will never time out
read_timeout_seconds: timedelta | None = None,
) -> None:
self._read_stream = read_stream
self._write_stream = write_stream
self._response_streams = {}
self._request_id = 0
self._receive_request_type = receive_request_type
self._receive_notification_type = receive_notification_type
self._session_read_timeout_seconds = read_timeout_seconds
self._in_flight = {}
self._exit_stack = ExitStack()
def __enter__(self) -> Self:
self._executor = ThreadPoolExecutor()
self._receiver_future = self._executor.submit(self._receive_loop)
return self
def check_receiver_status(self) -> None:
if self._receiver_future.done():
self._receiver_future.result()
def __exit__(
self, exc_type: type[BaseException] | None, exc_val: BaseException | None, exc_tb: TracebackType | None
) -> None:
self._exit_stack.close()
self._read_stream.put(None)
self._write_stream.put(None)
def send_request(
self,
request: SendRequestT,
result_type: type[ReceiveResultT],
request_read_timeout_seconds: timedelta | None = None,
metadata: MessageMetadata = None,
) -> ReceiveResultT:
"""
Sends a request and wait for a response. Raises an McpError if the
response contains an error. If a request read timeout is provided, it
will take precedence over the session read timeout.
Do not use this method to emit notifications! Use send_notification()
instead.
"""
self.check_receiver_status()
request_id = self._request_id
self._request_id = request_id + 1
response_queue: queue.Queue[JSONRPCResponse | JSONRPCError] = queue.Queue()
self._response_streams[request_id] = response_queue
try:
jsonrpc_request = JSONRPCRequest(
jsonrpc="2.0",
id=request_id,
**request.model_dump(by_alias=True, mode="json", exclude_none=True),
)
self._write_stream.put(SessionMessage(message=JSONRPCMessage(jsonrpc_request), metadata=metadata))
timeout = DEFAULT_RESPONSE_READ_TIMEOUT
if request_read_timeout_seconds is not None:
timeout = float(request_read_timeout_seconds.total_seconds())
elif self._session_read_timeout_seconds is not None:
timeout = float(self._session_read_timeout_seconds.total_seconds())
while True:
try:
response_or_error = response_queue.get(timeout=timeout)
break
except queue.Empty:
self.check_receiver_status()
continue
if response_or_error is None:
raise MCPConnectionError(
ErrorData(
code=500,
message="No response received",
)
)
elif isinstance(response_or_error, JSONRPCError):
if response_or_error.error.code == 401:
raise MCPAuthError(
ErrorData(code=response_or_error.error.code, message=response_or_error.error.message)
)
else:
raise MCPConnectionError(
ErrorData(code=response_or_error.error.code, message=response_or_error.error.message)
)
else:
return result_type.model_validate(response_or_error.result)
finally:
self._response_streams.pop(request_id, None)
def send_notification(
self,
notification: SendNotificationT,
related_request_id: RequestId | None = None,
) -> None:
"""
Emits a notification, which is a one-way message that does not expect
a response.
"""
self.check_receiver_status()
# Some transport implementations may need to set the related_request_id
# to attribute to the notifications to the request that triggered them.
jsonrpc_notification = JSONRPCNotification(
jsonrpc="2.0",
**notification.model_dump(by_alias=True, mode="json", exclude_none=True),
)
session_message = SessionMessage(
message=JSONRPCMessage(jsonrpc_notification),
metadata=ServerMessageMetadata(related_request_id=related_request_id) if related_request_id else None,
)
self._write_stream.put(session_message)
def _send_response(self, request_id: RequestId, response: SendResultT | ErrorData) -> None:
if isinstance(response, ErrorData):
jsonrpc_error = JSONRPCError(jsonrpc="2.0", id=request_id, error=response)
session_message = SessionMessage(message=JSONRPCMessage(jsonrpc_error))
self._write_stream.put(session_message)
else:
jsonrpc_response = JSONRPCResponse(
jsonrpc="2.0",
id=request_id,
result=response.model_dump(by_alias=True, mode="json", exclude_none=True),
)
session_message = SessionMessage(message=JSONRPCMessage(jsonrpc_response))
self._write_stream.put(session_message)
def _receive_loop(self) -> None:
"""
Main message processing loop.
In a real synchronous implementation, this would likely run in a separate thread.
"""
while True:
try:
# Attempt to receive a message (this would be blocking in a synchronous context)
message = self._read_stream.get(timeout=DEFAULT_RESPONSE_READ_TIMEOUT)
if message is None:
break
if isinstance(message, HTTPStatusError):
response_queue = self._response_streams.get(self._request_id - 1)
if response_queue is not None:
response_queue.put(
JSONRPCError(
jsonrpc="2.0",
id=self._request_id - 1,
error=ErrorData(code=message.response.status_code, message=message.args[0]),
)
)
else:
self._handle_incoming(RuntimeError(f"Received response with an unknown request ID: {message}"))
elif isinstance(message, Exception):
self._handle_incoming(message)
elif isinstance(message.message.root, JSONRPCRequest):
validated_request = self._receive_request_type.model_validate(
message.message.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
responder = RequestResponder(
request_id=message.message.root.id,
request_meta=validated_request.root.params.meta if validated_request.root.params else None,
request=validated_request,
session=self,
on_complete=lambda r: self._in_flight.pop(r.request_id, None),
)
self._in_flight[responder.request_id] = responder
self._received_request(responder)
if not responder._completed:
self._handle_incoming(responder)
elif isinstance(message.message.root, JSONRPCNotification):
try:
notification = self._receive_notification_type.model_validate(
message.message.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
# Handle cancellation notifications
if isinstance(notification.root, CancelledNotification):
cancelled_id = notification.root.params.requestId
if cancelled_id in self._in_flight:
self._in_flight[cancelled_id].cancel()
else:
self._received_notification(notification)
self._handle_incoming(notification)
except Exception as e:
# For other validation errors, log and continue
logging.warning(f"Failed to validate notification: {e}. Message was: {message.message.root}")
else: # Response or error
response_queue = self._response_streams.get(message.message.root.id)
if response_queue is not None:
response_queue.put(message.message.root)
else:
self._handle_incoming(RuntimeError(f"Server Error: {message}"))
except queue.Empty:
continue
except Exception as e:
logging.exception("Error in message processing loop")
raise
def _received_request(self, responder: RequestResponder[ReceiveRequestT, SendResultT]) -> None:
"""
Can be overridden by subclasses to handle a request without needing to
listen on the message stream.
If the request is responded to within this method, it will not be
forwarded on to the message stream.
"""
pass
def _received_notification(self, notification: ReceiveNotificationT) -> None:
"""
Can be overridden by subclasses to handle a notification without needing
to listen on the message stream.
"""
pass
def send_progress_notification(
self, progress_token: str | int, progress: float, total: float | None = None
) -> None:
"""
Sends a progress notification for a request that is currently being
processed.
"""
pass
def _handle_incoming(
self,
req: RequestResponder[ReceiveRequestT, SendResultT] | ReceiveNotificationT | Exception,
) -> None:
"""A generic handler for incoming messages. Overwritten by subclasses."""
pass

View File

@@ -0,0 +1,365 @@
from datetime import timedelta
from typing import Any, Protocol
from pydantic import AnyUrl, TypeAdapter
from configs import dify_config
from core.mcp import types
from core.mcp.entities import SUPPORTED_PROTOCOL_VERSIONS, RequestContext
from core.mcp.session.base_session import BaseSession, RequestResponder
DEFAULT_CLIENT_INFO = types.Implementation(name="Dify", version=dify_config.project.version)
class SamplingFnT(Protocol):
def __call__(
self,
context: RequestContext["ClientSession", Any],
params: types.CreateMessageRequestParams,
) -> types.CreateMessageResult | types.ErrorData: ...
class ListRootsFnT(Protocol):
def __call__(self, context: RequestContext["ClientSession", Any]) -> types.ListRootsResult | types.ErrorData: ...
class LoggingFnT(Protocol):
def __call__(
self,
params: types.LoggingMessageNotificationParams,
) -> None: ...
class MessageHandlerFnT(Protocol):
def __call__(
self,
message: RequestResponder[types.ServerRequest, types.ClientResult] | types.ServerNotification | Exception,
) -> None: ...
def _default_message_handler(
message: RequestResponder[types.ServerRequest, types.ClientResult] | types.ServerNotification | Exception,
) -> None:
if isinstance(message, Exception):
raise ValueError(str(message))
elif isinstance(message, (types.ServerNotification | RequestResponder)):
pass
def _default_sampling_callback(
context: RequestContext["ClientSession", Any],
params: types.CreateMessageRequestParams,
) -> types.CreateMessageResult | types.ErrorData:
return types.ErrorData(
code=types.INVALID_REQUEST,
message="Sampling not supported",
)
def _default_list_roots_callback(
context: RequestContext["ClientSession", Any],
) -> types.ListRootsResult | types.ErrorData:
return types.ErrorData(
code=types.INVALID_REQUEST,
message="List roots not supported",
)
def _default_logging_callback(
params: types.LoggingMessageNotificationParams,
) -> None:
pass
ClientResponse: TypeAdapter[types.ClientResult | types.ErrorData] = TypeAdapter(types.ClientResult | types.ErrorData)
class ClientSession(
BaseSession[
types.ClientRequest,
types.ClientNotification,
types.ClientResult,
types.ServerRequest,
types.ServerNotification,
]
):
def __init__(
self,
read_stream,
write_stream,
read_timeout_seconds: timedelta | None = None,
sampling_callback: SamplingFnT | None = None,
list_roots_callback: ListRootsFnT | None = None,
logging_callback: LoggingFnT | None = None,
message_handler: MessageHandlerFnT | None = None,
client_info: types.Implementation | None = None,
) -> None:
super().__init__(
read_stream,
write_stream,
types.ServerRequest,
types.ServerNotification,
read_timeout_seconds=read_timeout_seconds,
)
self._client_info = client_info or DEFAULT_CLIENT_INFO
self._sampling_callback = sampling_callback or _default_sampling_callback
self._list_roots_callback = list_roots_callback or _default_list_roots_callback
self._logging_callback = logging_callback or _default_logging_callback
self._message_handler = message_handler or _default_message_handler
def initialize(self) -> types.InitializeResult:
sampling = types.SamplingCapability()
roots = types.RootsCapability(
# TODO: Should this be based on whether we
# _will_ send notifications, or only whether
# they're supported?
listChanged=True,
)
result = self.send_request(
types.ClientRequest(
types.InitializeRequest(
method="initialize",
params=types.InitializeRequestParams(
protocolVersion=types.LATEST_PROTOCOL_VERSION,
capabilities=types.ClientCapabilities(
sampling=sampling,
experimental=None,
roots=roots,
),
clientInfo=self._client_info,
),
)
),
types.InitializeResult,
)
if result.protocolVersion not in SUPPORTED_PROTOCOL_VERSIONS:
raise RuntimeError(f"Unsupported protocol version from the server: {result.protocolVersion}")
self.send_notification(
types.ClientNotification(types.InitializedNotification(method="notifications/initialized"))
)
return result
def send_ping(self) -> types.EmptyResult:
"""Send a ping request."""
return self.send_request(
types.ClientRequest(
types.PingRequest(
method="ping",
)
),
types.EmptyResult,
)
def send_progress_notification(
self, progress_token: str | int, progress: float, total: float | None = None
) -> None:
"""Send a progress notification."""
self.send_notification(
types.ClientNotification(
types.ProgressNotification(
method="notifications/progress",
params=types.ProgressNotificationParams(
progressToken=progress_token,
progress=progress,
total=total,
),
),
)
)
def set_logging_level(self, level: types.LoggingLevel) -> types.EmptyResult:
"""Send a logging/setLevel request."""
return self.send_request(
types.ClientRequest(
types.SetLevelRequest(
method="logging/setLevel",
params=types.SetLevelRequestParams(level=level),
)
),
types.EmptyResult,
)
def list_resources(self) -> types.ListResourcesResult:
"""Send a resources/list request."""
return self.send_request(
types.ClientRequest(
types.ListResourcesRequest(
method="resources/list",
)
),
types.ListResourcesResult,
)
def list_resource_templates(self) -> types.ListResourceTemplatesResult:
"""Send a resources/templates/list request."""
return self.send_request(
types.ClientRequest(
types.ListResourceTemplatesRequest(
method="resources/templates/list",
)
),
types.ListResourceTemplatesResult,
)
def read_resource(self, uri: AnyUrl) -> types.ReadResourceResult:
"""Send a resources/read request."""
return self.send_request(
types.ClientRequest(
types.ReadResourceRequest(
method="resources/read",
params=types.ReadResourceRequestParams(uri=uri),
)
),
types.ReadResourceResult,
)
def subscribe_resource(self, uri: AnyUrl) -> types.EmptyResult:
"""Send a resources/subscribe request."""
return self.send_request(
types.ClientRequest(
types.SubscribeRequest(
method="resources/subscribe",
params=types.SubscribeRequestParams(uri=uri),
)
),
types.EmptyResult,
)
def unsubscribe_resource(self, uri: AnyUrl) -> types.EmptyResult:
"""Send a resources/unsubscribe request."""
return self.send_request(
types.ClientRequest(
types.UnsubscribeRequest(
method="resources/unsubscribe",
params=types.UnsubscribeRequestParams(uri=uri),
)
),
types.EmptyResult,
)
def call_tool(
self,
name: str,
arguments: dict[str, Any] | None = None,
read_timeout_seconds: timedelta | None = None,
) -> types.CallToolResult:
"""Send a tools/call request."""
return self.send_request(
types.ClientRequest(
types.CallToolRequest(
method="tools/call",
params=types.CallToolRequestParams(name=name, arguments=arguments),
)
),
types.CallToolResult,
request_read_timeout_seconds=read_timeout_seconds,
)
def list_prompts(self) -> types.ListPromptsResult:
"""Send a prompts/list request."""
return self.send_request(
types.ClientRequest(
types.ListPromptsRequest(
method="prompts/list",
)
),
types.ListPromptsResult,
)
def get_prompt(self, name: str, arguments: dict[str, str] | None = None) -> types.GetPromptResult:
"""Send a prompts/get request."""
return self.send_request(
types.ClientRequest(
types.GetPromptRequest(
method="prompts/get",
params=types.GetPromptRequestParams(name=name, arguments=arguments),
)
),
types.GetPromptResult,
)
def complete(
self,
ref: types.ResourceReference | types.PromptReference,
argument: dict[str, str],
) -> types.CompleteResult:
"""Send a completion/complete request."""
return self.send_request(
types.ClientRequest(
types.CompleteRequest(
method="completion/complete",
params=types.CompleteRequestParams(
ref=ref,
argument=types.CompletionArgument(**argument),
),
)
),
types.CompleteResult,
)
def list_tools(self) -> types.ListToolsResult:
"""Send a tools/list request."""
return self.send_request(
types.ClientRequest(
types.ListToolsRequest(
method="tools/list",
)
),
types.ListToolsResult,
)
def send_roots_list_changed(self) -> None:
"""Send a roots/list_changed notification."""
self.send_notification(
types.ClientNotification(
types.RootsListChangedNotification(
method="notifications/roots/list_changed",
)
)
)
def _received_request(self, responder: RequestResponder[types.ServerRequest, types.ClientResult]) -> None:
ctx = RequestContext[ClientSession, Any](
request_id=responder.request_id,
meta=responder.request_meta,
session=self,
lifespan_context=None,
)
match responder.request.root:
case types.CreateMessageRequest(params=params):
with responder:
response = self._sampling_callback(ctx, params)
client_response = ClientResponse.validate_python(response)
responder.respond(client_response)
case types.ListRootsRequest():
with responder:
list_roots_response = self._list_roots_callback(ctx)
client_response = ClientResponse.validate_python(list_roots_response)
responder.respond(client_response)
case types.PingRequest():
with responder:
return responder.respond(types.ClientResult(root=types.EmptyResult()))
def _handle_incoming(
self,
req: RequestResponder[types.ServerRequest, types.ClientResult] | types.ServerNotification | Exception,
) -> None:
"""Handle incoming messages by forwarding to the message handler."""
self._message_handler(req)
def _received_notification(self, notification: types.ServerNotification) -> None:
"""Handle notifications from the server."""
# Process specific notification types
match notification.root:
case types.LoggingMessageNotification(params=params):
self._logging_callback(params)
case _:
pass

1217
api/core/mcp/types.py Normal file

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114
api/core/mcp/utils.py Normal file
View File

@@ -0,0 +1,114 @@
import json
import httpx
from configs import dify_config
from core.mcp.types import ErrorData, JSONRPCError
from core.model_runtime.utils.encoders import jsonable_encoder
HTTP_REQUEST_NODE_SSL_VERIFY = dify_config.HTTP_REQUEST_NODE_SSL_VERIFY
STATUS_FORCELIST = [429, 500, 502, 503, 504]
def create_ssrf_proxy_mcp_http_client(
headers: dict[str, str] | None = None,
timeout: httpx.Timeout | None = None,
) -> httpx.Client:
"""Create an HTTPX client with SSRF proxy configuration for MCP connections.
Args:
headers: Optional headers to include in the client
timeout: Optional timeout configuration
Returns:
Configured httpx.Client with proxy settings
"""
if dify_config.SSRF_PROXY_ALL_URL:
return httpx.Client(
verify=HTTP_REQUEST_NODE_SSL_VERIFY,
headers=headers or {},
timeout=timeout,
follow_redirects=True,
proxy=dify_config.SSRF_PROXY_ALL_URL,
)
elif dify_config.SSRF_PROXY_HTTP_URL and dify_config.SSRF_PROXY_HTTPS_URL:
proxy_mounts = {
"http://": httpx.HTTPTransport(proxy=dify_config.SSRF_PROXY_HTTP_URL, verify=HTTP_REQUEST_NODE_SSL_VERIFY),
"https://": httpx.HTTPTransport(
proxy=dify_config.SSRF_PROXY_HTTPS_URL, verify=HTTP_REQUEST_NODE_SSL_VERIFY
),
}
return httpx.Client(
verify=HTTP_REQUEST_NODE_SSL_VERIFY,
headers=headers or {},
timeout=timeout,
follow_redirects=True,
mounts=proxy_mounts,
)
else:
return httpx.Client(
verify=HTTP_REQUEST_NODE_SSL_VERIFY,
headers=headers or {},
timeout=timeout,
follow_redirects=True,
)
def ssrf_proxy_sse_connect(url, **kwargs):
"""Connect to SSE endpoint with SSRF proxy protection.
This function creates an SSE connection using the configured proxy settings
to prevent SSRF attacks when connecting to external endpoints.
Args:
url: The SSE endpoint URL
**kwargs: Additional arguments passed to the SSE connection
Returns:
EventSource object for SSE streaming
"""
from httpx_sse import connect_sse
# Extract client if provided, otherwise create one
client = kwargs.pop("client", None)
if client is None:
# Create client with SSRF proxy configuration
timeout = kwargs.pop(
"timeout",
httpx.Timeout(
timeout=dify_config.SSRF_DEFAULT_TIME_OUT,
connect=dify_config.SSRF_DEFAULT_CONNECT_TIME_OUT,
read=dify_config.SSRF_DEFAULT_READ_TIME_OUT,
write=dify_config.SSRF_DEFAULT_WRITE_TIME_OUT,
),
)
headers = kwargs.pop("headers", {})
client = create_ssrf_proxy_mcp_http_client(headers=headers, timeout=timeout)
client_provided = False
else:
client_provided = True
# Extract method if provided, default to GET
method = kwargs.pop("method", "GET")
try:
return connect_sse(client, method, url, **kwargs)
except Exception:
# If we created the client, we need to clean it up on error
if not client_provided:
client.close()
raise
def create_mcp_error_response(request_id: int | str | None, code: int, message: str, data=None):
"""Create MCP error response"""
error_data = ErrorData(code=code, message=message, data=data)
json_response = JSONRPCError(
jsonrpc="2.0",
id=request_id or 1,
error=error_data,
)
json_data = json.dumps(jsonable_encoder(json_response))
sse_content = f"event: message\ndata: {json_data}\n\n".encode()
yield sse_content

View File

@@ -43,6 +43,19 @@ class PluginParameterType(enum.StrEnum):
# deprecated, should not use.
SYSTEM_FILES = CommonParameterType.SYSTEM_FILES.value
# MCP object and array type parameters
ARRAY = CommonParameterType.ARRAY.value
OBJECT = CommonParameterType.OBJECT.value
class MCPServerParameterType(enum.StrEnum):
"""
MCP server got complex parameter types
"""
ARRAY = "array"
OBJECT = "object"
class PluginParameterAutoGenerate(BaseModel):
class Type(enum.StrEnum):
@@ -138,6 +151,34 @@ def cast_parameter_value(typ: enum.StrEnum, value: Any, /):
if value and not isinstance(value, list):
raise ValueError("The tools selector must be a list.")
return value
case PluginParameterType.ARRAY:
if not isinstance(value, list):
# Try to parse JSON string for arrays
if isinstance(value, str):
try:
import json
parsed_value = json.loads(value)
if isinstance(parsed_value, list):
return parsed_value
except (json.JSONDecodeError, ValueError):
pass
return [value]
return value
case PluginParameterType.OBJECT:
if not isinstance(value, dict):
# Try to parse JSON string for objects
if isinstance(value, str):
try:
import json
parsed_value = json.loads(value)
if isinstance(parsed_value, dict):
return parsed_value
except (json.JSONDecodeError, ValueError):
pass
return {}
return value
case _:
return str(value)
except ValueError:

View File

@@ -72,6 +72,7 @@ class PluginDeclaration(BaseModel):
class Meta(BaseModel):
minimum_dify_version: Optional[str] = Field(default=None, pattern=r"^\d{1,4}(\.\d{1,4}){1,3}(-\w{1,16})?$")
version: Optional[str] = Field(default=None)
version: str = Field(..., pattern=r"^\d{1,4}(\.\d{1,4}){1,3}(-\w{1,16})?$")
author: Optional[str] = Field(..., pattern=r"^[a-zA-Z0-9_-]{1,64}$")

View File

@@ -53,6 +53,7 @@ class PluginAgentProviderEntity(BaseModel):
plugin_unique_identifier: str
plugin_id: str
declaration: AgentProviderEntityWithPlugin
meta: PluginDeclaration.Meta
class PluginBasicBooleanResponse(BaseModel):

View File

@@ -32,7 +32,7 @@ class RequestInvokeTool(BaseModel):
Request to invoke a tool
"""
tool_type: Literal["builtin", "workflow", "api"]
tool_type: Literal["builtin", "workflow", "api", "mcp"]
provider: str
tool: str
tool_parameters: dict

View File

@@ -1,4 +1,5 @@
from typing import Literal, Optional
from datetime import datetime
from typing import Any, Literal, Optional
from pydantic import BaseModel, Field, field_validator
@@ -18,7 +19,7 @@ class ToolApiEntity(BaseModel):
output_schema: Optional[dict] = None
ToolProviderTypeApiLiteral = Optional[Literal["builtin", "api", "workflow"]]
ToolProviderTypeApiLiteral = Optional[Literal["builtin", "api", "workflow", "mcp"]]
class ToolProviderApiEntity(BaseModel):
@@ -37,6 +38,10 @@ class ToolProviderApiEntity(BaseModel):
plugin_unique_identifier: Optional[str] = Field(default="", description="The unique identifier of the tool")
tools: list[ToolApiEntity] = Field(default_factory=list)
labels: list[str] = Field(default_factory=list)
# MCP
server_url: Optional[str] = Field(default="", description="The server url of the tool")
updated_at: int = Field(default_factory=lambda: int(datetime.now().timestamp()))
server_identifier: Optional[str] = Field(default="", description="The server identifier of the MCP tool")
@field_validator("tools", mode="before")
@classmethod
@@ -52,8 +57,13 @@ class ToolProviderApiEntity(BaseModel):
for parameter in tool.get("parameters"):
if parameter.get("type") == ToolParameter.ToolParameterType.SYSTEM_FILES.value:
parameter["type"] = "files"
if parameter.get("input_schema") is None:
parameter.pop("input_schema", None)
# -------------
optional_fields = self.optional_field("server_url", self.server_url)
if self.type == ToolProviderType.MCP.value:
optional_fields.update(self.optional_field("updated_at", self.updated_at))
optional_fields.update(self.optional_field("server_identifier", self.server_identifier))
return {
"id": self.id,
"author": self.author,
@@ -69,4 +79,9 @@ class ToolProviderApiEntity(BaseModel):
"allow_delete": self.allow_delete,
"tools": tools,
"labels": self.labels,
**optional_fields,
}
def optional_field(self, key: str, value: Any) -> dict:
"""Return dict with key-value if value is truthy, empty dict otherwise."""
return {key: value} if value else {}

View File

@@ -8,6 +8,7 @@ from pydantic import BaseModel, ConfigDict, Field, ValidationInfo, field_seriali
from core.entities.provider_entities import ProviderConfig
from core.plugin.entities.parameters import (
MCPServerParameterType,
PluginParameter,
PluginParameterOption,
PluginParameterType,
@@ -49,6 +50,7 @@ class ToolProviderType(enum.StrEnum):
API = "api"
APP = "app"
DATASET_RETRIEVAL = "dataset-retrieval"
MCP = "mcp"
@classmethod
def value_of(cls, value: str) -> "ToolProviderType":
@@ -242,6 +244,10 @@ class ToolParameter(PluginParameter):
MODEL_SELECTOR = PluginParameterType.MODEL_SELECTOR.value
DYNAMIC_SELECT = PluginParameterType.DYNAMIC_SELECT.value
# MCP object and array type parameters
ARRAY = MCPServerParameterType.ARRAY.value
OBJECT = MCPServerParameterType.OBJECT.value
# deprecated, should not use.
SYSTEM_FILES = PluginParameterType.SYSTEM_FILES.value
@@ -260,6 +266,8 @@ class ToolParameter(PluginParameter):
human_description: Optional[I18nObject] = Field(default=None, description="The description presented to the user")
form: ToolParameterForm = Field(..., description="The form of the parameter, schema/form/llm")
llm_description: Optional[str] = None
# MCP object and array type parameters use this field to store the schema
input_schema: Optional[dict] = None
@classmethod
def get_simple_instance(

View File

@@ -0,0 +1,130 @@
import json
from typing import Any
from core.mcp.types import Tool as RemoteMCPTool
from core.tools.__base.tool_provider import ToolProviderController
from core.tools.__base.tool_runtime import ToolRuntime
from core.tools.entities.common_entities import I18nObject
from core.tools.entities.tool_entities import (
ToolDescription,
ToolEntity,
ToolIdentity,
ToolProviderEntityWithPlugin,
ToolProviderIdentity,
ToolProviderType,
)
from core.tools.mcp_tool.tool import MCPTool
from models.tools import MCPToolProvider
from services.tools.tools_transform_service import ToolTransformService
class MCPToolProviderController(ToolProviderController):
provider_id: str
entity: ToolProviderEntityWithPlugin
def __init__(self, entity: ToolProviderEntityWithPlugin, provider_id: str, tenant_id: str, server_url: str) -> None:
super().__init__(entity)
self.entity = entity
self.tenant_id = tenant_id
self.provider_id = provider_id
self.server_url = server_url
@property
def provider_type(self) -> ToolProviderType:
"""
returns the type of the provider
:return: type of the provider
"""
return ToolProviderType.MCP
@classmethod
def _from_db(cls, db_provider: MCPToolProvider) -> "MCPToolProviderController":
"""
from db provider
"""
tools = []
tools_data = json.loads(db_provider.tools)
remote_mcp_tools = [RemoteMCPTool(**tool) for tool in tools_data]
user = db_provider.load_user()
tools = [
ToolEntity(
identity=ToolIdentity(
author=user.name if user else "Anonymous",
name=remote_mcp_tool.name,
label=I18nObject(en_US=remote_mcp_tool.name, zh_Hans=remote_mcp_tool.name),
provider=db_provider.server_identifier,
icon=db_provider.icon,
),
parameters=ToolTransformService.convert_mcp_schema_to_parameter(remote_mcp_tool.inputSchema),
description=ToolDescription(
human=I18nObject(
en_US=remote_mcp_tool.description or "", zh_Hans=remote_mcp_tool.description or ""
),
llm=remote_mcp_tool.description or "",
),
output_schema=None,
has_runtime_parameters=len(remote_mcp_tool.inputSchema) > 0,
)
for remote_mcp_tool in remote_mcp_tools
]
return cls(
entity=ToolProviderEntityWithPlugin(
identity=ToolProviderIdentity(
author=user.name if user else "Anonymous",
name=db_provider.name,
label=I18nObject(en_US=db_provider.name, zh_Hans=db_provider.name),
description=I18nObject(en_US="", zh_Hans=""),
icon=db_provider.icon,
),
plugin_id=None,
credentials_schema=[],
tools=tools,
),
provider_id=db_provider.server_identifier or "",
tenant_id=db_provider.tenant_id or "",
server_url=db_provider.decrypted_server_url,
)
def _validate_credentials(self, user_id: str, credentials: dict[str, Any]) -> None:
"""
validate the credentials of the provider
"""
pass
def get_tool(self, tool_name: str) -> MCPTool: # type: ignore
"""
return tool with given name
"""
tool_entity = next(
(tool_entity for tool_entity in self.entity.tools if tool_entity.identity.name == tool_name), None
)
if not tool_entity:
raise ValueError(f"Tool with name {tool_name} not found")
return MCPTool(
entity=tool_entity,
runtime=ToolRuntime(tenant_id=self.tenant_id),
tenant_id=self.tenant_id,
icon=self.entity.identity.icon,
server_url=self.server_url,
provider_id=self.provider_id,
)
def get_tools(self) -> list[MCPTool]: # type: ignore
"""
get all tools
"""
return [
MCPTool(
entity=tool_entity,
runtime=ToolRuntime(tenant_id=self.tenant_id),
tenant_id=self.tenant_id,
icon=self.entity.identity.icon,
server_url=self.server_url,
provider_id=self.provider_id,
)
for tool_entity in self.entity.tools
]

View File

@@ -0,0 +1,92 @@
import base64
import json
from collections.abc import Generator
from typing import Any, Optional
from core.mcp.error import MCPAuthError, MCPConnectionError
from core.mcp.mcp_client import MCPClient
from core.mcp.types import ImageContent, TextContent
from core.tools.__base.tool import Tool
from core.tools.__base.tool_runtime import ToolRuntime
from core.tools.entities.tool_entities import ToolEntity, ToolInvokeMessage, ToolParameter, ToolProviderType
class MCPTool(Tool):
tenant_id: str
icon: str
runtime_parameters: Optional[list[ToolParameter]]
server_url: str
provider_id: str
def __init__(
self, entity: ToolEntity, runtime: ToolRuntime, tenant_id: str, icon: str, server_url: str, provider_id: str
) -> None:
super().__init__(entity, runtime)
self.tenant_id = tenant_id
self.icon = icon
self.runtime_parameters = None
self.server_url = server_url
self.provider_id = provider_id
def tool_provider_type(self) -> ToolProviderType:
return ToolProviderType.MCP
def _invoke(
self,
user_id: str,
tool_parameters: dict[str, Any],
conversation_id: Optional[str] = None,
app_id: Optional[str] = None,
message_id: Optional[str] = None,
) -> Generator[ToolInvokeMessage, None, None]:
from core.tools.errors import ToolInvokeError
try:
with MCPClient(self.server_url, self.provider_id, self.tenant_id, authed=True) as mcp_client:
tool_parameters = self._handle_none_parameter(tool_parameters)
result = mcp_client.invoke_tool(tool_name=self.entity.identity.name, tool_args=tool_parameters)
except MCPAuthError as e:
raise ToolInvokeError("Please auth the tool first") from e
except MCPConnectionError as e:
raise ToolInvokeError(f"Failed to connect to MCP server: {e}") from e
except Exception as e:
raise ToolInvokeError(f"Failed to invoke tool: {e}") from e
for content in result.content:
if isinstance(content, TextContent):
try:
content_json = json.loads(content.text)
if isinstance(content_json, dict):
yield self.create_json_message(content_json)
elif isinstance(content_json, list):
for item in content_json:
yield self.create_json_message(item)
else:
yield self.create_text_message(content.text)
except json.JSONDecodeError:
yield self.create_text_message(content.text)
elif isinstance(content, ImageContent):
yield self.create_blob_message(
blob=base64.b64decode(content.data), meta={"mime_type": content.mimeType}
)
def fork_tool_runtime(self, runtime: ToolRuntime) -> "MCPTool":
return MCPTool(
entity=self.entity,
runtime=runtime,
tenant_id=self.tenant_id,
icon=self.icon,
server_url=self.server_url,
provider_id=self.provider_id,
)
def _handle_none_parameter(self, parameter: dict[str, Any]) -> dict[str, Any]:
"""
in mcp tool invoke, if the parameter is empty, it will be set to None
"""
return {
key: value
for key, value in parameter.items()
if value is not None and not (isinstance(value, str) and value.strip() == "")
}

View File

@@ -4,7 +4,7 @@ import mimetypes
from collections.abc import Generator
from os import listdir, path
from threading import Lock
from typing import TYPE_CHECKING, Any, Union, cast
from typing import TYPE_CHECKING, Any, Literal, Optional, Union, cast
from yarl import URL
@@ -13,9 +13,13 @@ from core.plugin.entities.plugin import ToolProviderID
from core.plugin.impl.tool import PluginToolManager
from core.tools.__base.tool_provider import ToolProviderController
from core.tools.__base.tool_runtime import ToolRuntime
from core.tools.mcp_tool.provider import MCPToolProviderController
from core.tools.mcp_tool.tool import MCPTool
from core.tools.plugin_tool.provider import PluginToolProviderController
from core.tools.plugin_tool.tool import PluginTool
from core.tools.workflow_as_tool.provider import WorkflowToolProviderController
from core.workflow.entities.variable_pool import VariablePool
from services.tools.mcp_tools_mange_service import MCPToolManageService
if TYPE_CHECKING:
from core.workflow.nodes.tool.entities import ToolEntity
@@ -49,7 +53,7 @@ from core.tools.utils.configuration import (
)
from core.tools.workflow_as_tool.tool import WorkflowTool
from extensions.ext_database import db
from models.tools import ApiToolProvider, BuiltinToolProvider, WorkflowToolProvider
from models.tools import ApiToolProvider, BuiltinToolProvider, MCPToolProvider, WorkflowToolProvider
from services.tools.tools_transform_service import ToolTransformService
logger = logging.getLogger(__name__)
@@ -156,7 +160,7 @@ class ToolManager:
tenant_id: str,
invoke_from: InvokeFrom = InvokeFrom.DEBUGGER,
tool_invoke_from: ToolInvokeFrom = ToolInvokeFrom.AGENT,
) -> Union[BuiltinTool, PluginTool, ApiTool, WorkflowTool]:
) -> Union[BuiltinTool, PluginTool, ApiTool, WorkflowTool, MCPTool]:
"""
get the tool runtime
@@ -292,6 +296,8 @@ class ToolManager:
raise NotImplementedError("app provider not implemented")
elif provider_type == ToolProviderType.PLUGIN:
return cls.get_plugin_provider(provider_id, tenant_id).get_tool(tool_name)
elif provider_type == ToolProviderType.MCP:
return cls.get_mcp_provider_controller(tenant_id, provider_id).get_tool(tool_name)
else:
raise ToolProviderNotFoundError(f"provider type {provider_type.value} not found")
@@ -302,6 +308,7 @@ class ToolManager:
app_id: str,
agent_tool: AgentToolEntity,
invoke_from: InvokeFrom = InvokeFrom.DEBUGGER,
variable_pool: Optional[VariablePool] = None,
) -> Tool:
"""
get the agent tool runtime
@@ -316,24 +323,9 @@ class ToolManager:
)
runtime_parameters = {}
parameters = tool_entity.get_merged_runtime_parameters()
for parameter in parameters:
# check file types
if (
parameter.type
in {
ToolParameter.ToolParameterType.SYSTEM_FILES,
ToolParameter.ToolParameterType.FILE,
ToolParameter.ToolParameterType.FILES,
}
and parameter.required
):
raise ValueError(f"file type parameter {parameter.name} not supported in agent")
if parameter.form == ToolParameter.ToolParameterForm.FORM:
# save tool parameter to tool entity memory
value = parameter.init_frontend_parameter(agent_tool.tool_parameters.get(parameter.name))
runtime_parameters[parameter.name] = value
runtime_parameters = cls._convert_tool_parameters_type(
parameters, variable_pool, agent_tool.tool_parameters, typ="agent"
)
# decrypt runtime parameters
encryption_manager = ToolParameterConfigurationManager(
tenant_id=tenant_id,
@@ -357,10 +349,12 @@ class ToolManager:
node_id: str,
workflow_tool: "ToolEntity",
invoke_from: InvokeFrom = InvokeFrom.DEBUGGER,
variable_pool: Optional[VariablePool] = None,
) -> Tool:
"""
get the workflow tool runtime
"""
tool_runtime = cls.get_tool_runtime(
provider_type=workflow_tool.provider_type,
provider_id=workflow_tool.provider_id,
@@ -369,15 +363,11 @@ class ToolManager:
invoke_from=invoke_from,
tool_invoke_from=ToolInvokeFrom.WORKFLOW,
)
runtime_parameters = {}
parameters = tool_runtime.get_merged_runtime_parameters()
for parameter in parameters:
# save tool parameter to tool entity memory
if parameter.form == ToolParameter.ToolParameterForm.FORM:
value = parameter.init_frontend_parameter(workflow_tool.tool_configurations.get(parameter.name))
runtime_parameters[parameter.name] = value
runtime_parameters = cls._convert_tool_parameters_type(
parameters, variable_pool, workflow_tool.tool_configurations, typ="workflow"
)
# decrypt runtime parameters
encryption_manager = ToolParameterConfigurationManager(
tenant_id=tenant_id,
@@ -569,7 +559,7 @@ class ToolManager:
filters = []
if not typ:
filters.extend(["builtin", "api", "workflow"])
filters.extend(["builtin", "api", "workflow", "mcp"])
else:
filters.append(typ)
@@ -663,6 +653,10 @@ class ToolManager:
labels=labels.get(provider_controller.provider_id, []),
)
result_providers[f"workflow_provider.{user_provider.name}"] = user_provider
if "mcp" in filters:
mcp_providers = MCPToolManageService.retrieve_mcp_tools(tenant_id, for_list=True)
for mcp_provider in mcp_providers:
result_providers[f"mcp_provider.{mcp_provider.name}"] = mcp_provider
return BuiltinToolProviderSort.sort(list(result_providers.values()))
@@ -698,6 +692,32 @@ class ToolManager:
return controller, provider.credentials
@classmethod
def get_mcp_provider_controller(cls, tenant_id: str, provider_id: str) -> MCPToolProviderController:
"""
get the api provider
:param tenant_id: the id of the tenant
:param provider_id: the id of the provider
:return: the provider controller, the credentials
"""
provider: MCPToolProvider | None = (
db.session.query(MCPToolProvider)
.filter(
MCPToolProvider.server_identifier == provider_id,
MCPToolProvider.tenant_id == tenant_id,
)
.first()
)
if provider is None:
raise ToolProviderNotFoundError(f"mcp provider {provider_id} not found")
controller = MCPToolProviderController._from_db(provider)
return controller
@classmethod
def user_get_api_provider(cls, provider: str, tenant_id: str) -> dict:
"""
@@ -826,6 +846,22 @@ class ToolManager:
except Exception:
return {"background": "#252525", "content": "\ud83d\ude01"}
@classmethod
def generate_mcp_tool_icon_url(cls, tenant_id: str, provider_id: str) -> dict[str, str] | str:
try:
mcp_provider: MCPToolProvider | None = (
db.session.query(MCPToolProvider)
.filter(MCPToolProvider.tenant_id == tenant_id, MCPToolProvider.server_identifier == provider_id)
.first()
)
if mcp_provider is None:
raise ToolProviderNotFoundError(f"mcp provider {provider_id} not found")
return mcp_provider.provider_icon
except Exception:
return {"background": "#252525", "content": "\ud83d\ude01"}
@classmethod
def get_tool_icon(
cls,
@@ -863,8 +899,61 @@ class ToolManager:
except Exception:
return {"background": "#252525", "content": "\ud83d\ude01"}
raise ValueError(f"plugin provider {provider_id} not found")
elif provider_type == ToolProviderType.MCP:
return cls.generate_mcp_tool_icon_url(tenant_id, provider_id)
else:
raise ValueError(f"provider type {provider_type} not found")
@classmethod
def _convert_tool_parameters_type(
cls,
parameters: list[ToolParameter],
variable_pool: Optional[VariablePool],
tool_configurations: dict[str, Any],
typ: Literal["agent", "workflow", "tool"] = "workflow",
) -> dict[str, Any]:
"""
Convert tool parameters type
"""
from core.workflow.nodes.tool.entities import ToolNodeData
from core.workflow.nodes.tool.exc import ToolParameterError
runtime_parameters = {}
for parameter in parameters:
if (
parameter.type
in {
ToolParameter.ToolParameterType.SYSTEM_FILES,
ToolParameter.ToolParameterType.FILE,
ToolParameter.ToolParameterType.FILES,
}
and parameter.required
and typ == "agent"
):
raise ValueError(f"file type parameter {parameter.name} not supported in agent")
# save tool parameter to tool entity memory
if parameter.form == ToolParameter.ToolParameterForm.FORM:
if variable_pool:
config = tool_configurations.get(parameter.name, {})
if not (config and isinstance(config, dict) and config.get("value") is not None):
continue
tool_input = ToolNodeData.ToolInput(**tool_configurations.get(parameter.name, {}))
if tool_input.type == "variable":
variable = variable_pool.get(tool_input.value)
if variable is None:
raise ToolParameterError(f"Variable {tool_input.value} does not exist")
parameter_value = variable.value
elif tool_input.type in {"mixed", "constant"}:
segment_group = variable_pool.convert_template(str(tool_input.value))
parameter_value = segment_group.text
else:
raise ToolParameterError(f"Unknown tool input type '{tool_input.type}'")
runtime_parameters[parameter.name] = parameter_value
else:
value = parameter.init_frontend_parameter(tool_configurations.get(parameter.name))
runtime_parameters[parameter.name] = value
return runtime_parameters
ToolManager.load_hardcoded_providers_cache()

View File

@@ -72,21 +72,21 @@ class ProviderConfigEncrypter(BaseModel):
return data
def decrypt(self, data: dict[str, str]) -> dict[str, str]:
def decrypt(self, data: dict[str, str], use_cache: bool = True) -> dict[str, str]:
"""
decrypt tool credentials with tenant id
return a deep copy of credentials with decrypted values
"""
cache = ToolProviderCredentialsCache(
tenant_id=self.tenant_id,
identity_id=f"{self.provider_type}.{self.provider_identity}",
cache_type=ToolProviderCredentialsCacheType.PROVIDER,
)
cached_credentials = cache.get()
if cached_credentials:
return cached_credentials
if use_cache:
cache = ToolProviderCredentialsCache(
tenant_id=self.tenant_id,
identity_id=f"{self.provider_type}.{self.provider_identity}",
cache_type=ToolProviderCredentialsCacheType.PROVIDER,
)
cached_credentials = cache.get()
if cached_credentials:
return cached_credentials
data = self._deep_copy(data)
# get fields need to be decrypted
fields = dict[str, BasicProviderConfig]()
@@ -105,7 +105,8 @@ class ProviderConfigEncrypter(BaseModel):
except Exception:
pass
cache.set(data)
if use_cache:
cache.set(data)
return data
def delete_tool_credentials_cache(self):

View File

@@ -8,7 +8,12 @@ from flask_login import current_user
from core.file import FILE_MODEL_IDENTITY, File, FileTransferMethod
from core.tools.__base.tool import Tool
from core.tools.__base.tool_runtime import ToolRuntime
from core.tools.entities.tool_entities import ToolEntity, ToolInvokeMessage, ToolParameter, ToolProviderType
from core.tools.entities.tool_entities import (
ToolEntity,
ToolInvokeMessage,
ToolParameter,
ToolProviderType,
)
from core.tools.errors import ToolInvokeError
from extensions.ext_database import db
from factories.file_factory import build_from_mapping

View File

@@ -3,11 +3,13 @@ import uuid
from collections.abc import Generator, Mapping, Sequence
from typing import Any, Optional, cast
from packaging.version import Version
from sqlalchemy import select
from sqlalchemy.orm import Session
from core.agent.entities import AgentToolEntity
from core.agent.plugin_entities import AgentStrategyParameter
from core.agent.strategy.plugin import PluginAgentStrategy
from core.memory.token_buffer_memory import TokenBufferMemory
from core.model_manager import ModelInstance, ModelManager
from core.model_runtime.entities.model_entities import AIModelEntity, ModelType
@@ -73,12 +75,14 @@ class AgentNode(ToolNode):
agent_parameters=agent_parameters,
variable_pool=self.graph_runtime_state.variable_pool,
node_data=node_data,
strategy=strategy,
)
parameters_for_log = self._generate_agent_parameters(
agent_parameters=agent_parameters,
variable_pool=self.graph_runtime_state.variable_pool,
node_data=node_data,
for_log=True,
strategy=strategy,
)
# get conversation id
@@ -155,6 +159,7 @@ class AgentNode(ToolNode):
variable_pool: VariablePool,
node_data: AgentNodeData,
for_log: bool = False,
strategy: PluginAgentStrategy,
) -> dict[str, Any]:
"""
Generate parameters based on the given tool parameters, variable pool, and node data.
@@ -207,7 +212,7 @@ class AgentNode(ToolNode):
if parameter.type == "array[tools]":
value = cast(list[dict[str, Any]], value)
value = [tool for tool in value if tool.get("enabled", False)]
value = self._filter_mcp_type_tool(strategy, value)
for tool in value:
if "schemas" in tool:
tool.pop("schemas")
@@ -244,9 +249,9 @@ class AgentNode(ToolNode):
)
extra = tool.get("extra", {})
runtime_variable_pool = variable_pool if self.node_data.version != "1" else None
tool_runtime = ToolManager.get_agent_tool_runtime(
self.tenant_id, self.app_id, entity, self.invoke_from
self.tenant_id, self.app_id, entity, self.invoke_from, runtime_variable_pool
)
if tool_runtime.entity.description:
tool_runtime.entity.description.llm = (
@@ -398,3 +403,16 @@ class AgentNode(ToolNode):
except ValueError:
model_schema.features.remove(feature)
return model_schema
def _filter_mcp_type_tool(self, strategy: PluginAgentStrategy, tools: list[dict[str, Any]]) -> list[dict[str, Any]]:
"""
Filter MCP type tool
:param strategy: plugin agent strategy
:param tool: tool
:return: filtered tool dict
"""
meta_version = strategy.meta_version
if meta_version and Version(meta_version) > Version("0.0.1"):
return tools
else:
return [tool for tool in tools if tool.get("type") != ToolProviderType.MCP.value]

View File

@@ -73,6 +73,7 @@ NODE_TYPE_CLASSES_MAPPING: Mapping[NodeType, Mapping[str, type[BaseNode]]] = {
},
NodeType.TOOL: {
LATEST_VERSION: ToolNode,
"2": ToolNode,
"1": ToolNode,
},
NodeType.VARIABLE_AGGREGATOR: {
@@ -122,6 +123,7 @@ NODE_TYPE_CLASSES_MAPPING: Mapping[NodeType, Mapping[str, type[BaseNode]]] = {
},
NodeType.AGENT: {
LATEST_VERSION: AgentNode,
"2": AgentNode,
"1": AgentNode,
},
}

View File

@@ -41,6 +41,10 @@ class ToolNodeData(BaseNodeData, ToolEntity):
def check_type(cls, value, validation_info: ValidationInfo):
typ = value
value = validation_info.data.get("value")
if value is None:
return typ
if typ == "mixed" and not isinstance(value, str):
raise ValueError("value must be a string")
elif typ == "variable":
@@ -54,3 +58,22 @@ class ToolNodeData(BaseNodeData, ToolEntity):
return typ
tool_parameters: dict[str, ToolInput]
@field_validator("tool_parameters", mode="before")
@classmethod
def filter_none_tool_inputs(cls, value):
if not isinstance(value, dict):
return value
return {
key: tool_input
for key, tool_input in value.items()
if tool_input is not None and cls._has_valid_value(tool_input)
}
@staticmethod
def _has_valid_value(tool_input):
"""Check if the value is valid"""
if isinstance(tool_input, dict):
return tool_input.get("value") is not None
return getattr(tool_input, "value", None) is not None

View File

@@ -67,8 +67,9 @@ class ToolNode(BaseNode[ToolNodeData]):
try:
from core.tools.tool_manager import ToolManager
variable_pool = self.graph_runtime_state.variable_pool if self.node_data.version != "1" else None
tool_runtime = ToolManager.get_workflow_tool_runtime(
self.tenant_id, self.app_id, self.node_id, self.node_data, self.invoke_from
self.tenant_id, self.app_id, self.node_id, self.node_data, self.invoke_from, variable_pool
)
except ToolNodeError as e:
yield RunCompletedEvent(
@@ -95,7 +96,6 @@ class ToolNode(BaseNode[ToolNodeData]):
node_data=self.node_data,
for_log=True,
)
# get conversation id
conversation_id = self.graph_runtime_state.variable_pool.get(["sys", SystemVariableKey.CONVERSATION_ID])

View File

@@ -10,6 +10,7 @@ def init_app(app: DifyApp):
from controllers.console import bp as console_app_bp
from controllers.files import bp as files_bp
from controllers.inner_api import bp as inner_api_bp
from controllers.mcp import bp as mcp_bp
from controllers.service_api import bp as service_api_bp
from controllers.web import bp as web_bp
@@ -46,3 +47,4 @@ def init_app(app: DifyApp):
app.register_blueprint(files_bp)
app.register_blueprint(inner_api_bp)
app.register_blueprint(mcp_bp)

View File

@@ -10,7 +10,7 @@ from dify_app import DifyApp
from extensions.ext_database import db
from libs.passport import PassportService
from models.account import Account, Tenant, TenantAccountJoin
from models.model import EndUser
from models.model import AppMCPServer, EndUser
from services.account_service import AccountService
login_manager = flask_login.LoginManager()
@@ -74,6 +74,21 @@ def load_user_from_request(request_from_flask_login):
if not end_user:
raise NotFound("End user not found.")
return end_user
elif request.blueprint == "mcp":
server_code = request.view_args.get("server_code") if request.view_args else None
if not server_code:
raise Unauthorized("Invalid Authorization token.")
app_mcp_server = db.session.query(AppMCPServer).filter(AppMCPServer.server_code == server_code).first()
if not app_mcp_server:
raise NotFound("App MCP server not found.")
end_user = (
db.session.query(EndUser)
.filter(EndUser.external_user_id == app_mcp_server.id, EndUser.type == "mcp")
.first()
)
if not end_user:
raise NotFound("End user not found.")
return end_user
@user_logged_in.connect

View File

@@ -10,6 +10,6 @@ def get_plugin_agent_strategy(
agent_provider = manager.fetch_agent_strategy_provider(tenant_id, agent_strategy_provider_name)
for agent_strategy in agent_provider.declaration.strategies:
if agent_strategy.identity.name == agent_strategy_name:
return PluginAgentStrategy(tenant_id, agent_strategy)
return PluginAgentStrategy(tenant_id, agent_strategy, agent_provider.meta.version)
raise ValueError(f"Agent strategy {agent_strategy_name} not found")

View File

@@ -1,8 +1,21 @@
import json
from flask_restful import fields
from fields.workflow_fields import workflow_partial_fields
from libs.helper import AppIconUrlField, TimestampField
class JsonStringField(fields.Raw):
def format(self, value):
if isinstance(value, str):
try:
return json.loads(value)
except (json.JSONDecodeError, TypeError):
return value
return value
app_detail_kernel_fields = {
"id": fields.String,
"name": fields.String,
@@ -218,3 +231,14 @@ app_import_fields = {
app_import_check_dependencies_fields = {
"leaked_dependencies": fields.List(fields.Nested(leaked_dependency_fields)),
}
app_server_fields = {
"id": fields.String,
"name": fields.String,
"server_code": fields.String,
"description": fields.String,
"status": fields.String,
"parameters": JsonStringField,
"created_at": TimestampField,
"updated_at": TimestampField,
}

View File

@@ -0,0 +1,64 @@
"""add mcp server tool and app server
Revision ID: 58eb7bdb93fe
Revises: 0ab65e1cc7fa
Create Date: 2025-06-25 09:36:07.510570
"""
from alembic import op
import models as models
import sqlalchemy as sa
# revision identifiers, used by Alembic.
revision = '58eb7bdb93fe'
down_revision = '0ab65e1cc7fa'
branch_labels = None
depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.create_table('app_mcp_servers',
sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
sa.Column('app_id', models.types.StringUUID(), nullable=False),
sa.Column('name', sa.String(length=255), nullable=False),
sa.Column('description', sa.String(length=255), nullable=False),
sa.Column('server_code', sa.String(length=255), nullable=False),
sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
sa.Column('parameters', sa.Text(), nullable=False),
sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
sa.PrimaryKeyConstraint('id', name='app_mcp_server_pkey'),
sa.UniqueConstraint('tenant_id', 'app_id', name='unique_app_mcp_server_tenant_app_id'),
sa.UniqueConstraint('server_code', name='unique_app_mcp_server_server_code')
)
op.create_table('tool_mcp_providers',
sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
sa.Column('name', sa.String(length=40), nullable=False),
sa.Column('server_identifier', sa.String(length=24), nullable=False),
sa.Column('server_url', sa.Text(), nullable=False),
sa.Column('server_url_hash', sa.String(length=64), nullable=False),
sa.Column('icon', sa.String(length=255), nullable=True),
sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
sa.Column('user_id', models.types.StringUUID(), nullable=False),
sa.Column('encrypted_credentials', sa.Text(), nullable=True),
sa.Column('authed', sa.Boolean(), nullable=False),
sa.Column('tools', sa.Text(), nullable=False),
sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
sa.PrimaryKeyConstraint('id', name='tool_mcp_provider_pkey'),
sa.UniqueConstraint('tenant_id', 'name', name='unique_mcp_provider_name'),
sa.UniqueConstraint('tenant_id', 'server_identifier', name='unique_mcp_provider_server_identifier'),
sa.UniqueConstraint('tenant_id', 'server_url_hash', name='unique_mcp_provider_server_url')
)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.drop_table('tool_mcp_providers')
op.drop_table('app_mcp_servers')
# ### end Alembic commands ###

View File

@@ -34,6 +34,7 @@ from .model import (
App,
AppAnnotationHitHistory,
AppAnnotationSetting,
AppMCPServer,
AppMode,
AppModelConfig,
Conversation,
@@ -103,6 +104,7 @@ __all__ = [
"AppAnnotationHitHistory",
"AppAnnotationSetting",
"AppDatasetJoin",
"AppMCPServer", # Added
"AppMode",
"AppModelConfig",
"BuiltinToolProvider",

View File

@@ -1456,6 +1456,39 @@ class EndUser(Base, UserMixin):
updated_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
class AppMCPServer(Base):
__tablename__ = "app_mcp_servers"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="app_mcp_server_pkey"),
db.UniqueConstraint("tenant_id", "app_id", name="unique_app_mcp_server_tenant_app_id"),
db.UniqueConstraint("server_code", name="unique_app_mcp_server_server_code"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
app_id = db.Column(StringUUID, nullable=False)
name = db.Column(db.String(255), nullable=False)
description = db.Column(db.String(255), nullable=False)
server_code = db.Column(db.String(255), nullable=False)
status = db.Column(db.String(255), nullable=False, server_default=db.text("'normal'::character varying"))
parameters = db.Column(db.Text, nullable=False)
created_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
updated_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
@staticmethod
def generate_server_code(n):
while True:
result = generate_string(n)
while db.session.query(AppMCPServer).filter(AppMCPServer.server_code == result).count() > 0:
result = generate_string(n)
return result
@property
def parameters_dict(self) -> dict[str, Any]:
return cast(dict[str, Any], json.loads(self.parameters))
class Site(Base):
__tablename__ = "sites"
__table_args__ = (

View File

@@ -1,12 +1,16 @@
import json
from datetime import datetime
from typing import Any, cast
from urllib.parse import urlparse
import sqlalchemy as sa
from deprecated import deprecated
from sqlalchemy import ForeignKey, func
from sqlalchemy.orm import Mapped, mapped_column
from core.file import helpers as file_helpers
from core.helper import encrypter
from core.mcp.types import Tool
from core.tools.entities.common_entities import I18nObject
from core.tools.entities.tool_bundle import ApiToolBundle
from core.tools.entities.tool_entities import ApiProviderSchemaType, WorkflowToolParameterConfiguration
@@ -189,6 +193,108 @@ class WorkflowToolProvider(Base):
return db.session.query(App).filter(App.id == self.app_id).first()
class MCPToolProvider(Base):
"""
The table stores the mcp providers.
"""
__tablename__ = "tool_mcp_providers"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="tool_mcp_provider_pkey"),
db.UniqueConstraint("tenant_id", "server_url_hash", name="unique_mcp_provider_server_url"),
db.UniqueConstraint("tenant_id", "name", name="unique_mcp_provider_name"),
db.UniqueConstraint("tenant_id", "server_identifier", name="unique_mcp_provider_server_identifier"),
)
id: Mapped[str] = mapped_column(StringUUID, server_default=db.text("uuid_generate_v4()"))
# name of the mcp provider
name: Mapped[str] = mapped_column(db.String(40), nullable=False)
# server identifier of the mcp provider
server_identifier: Mapped[str] = mapped_column(db.String(24), nullable=False)
# encrypted url of the mcp provider
server_url: Mapped[str] = mapped_column(db.Text, nullable=False)
# hash of server_url for uniqueness check
server_url_hash: Mapped[str] = mapped_column(db.String(64), nullable=False)
# icon of the mcp provider
icon: Mapped[str] = mapped_column(db.String(255), nullable=True)
# tenant id
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# who created this tool
user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# encrypted credentials
encrypted_credentials: Mapped[str] = mapped_column(db.Text, nullable=True)
# authed
authed: Mapped[bool] = mapped_column(db.Boolean, nullable=False, default=False)
# tools
tools: Mapped[str] = mapped_column(db.Text, nullable=False, default="[]")
created_at: Mapped[datetime] = mapped_column(
db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
)
updated_at: Mapped[datetime] = mapped_column(
db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
)
def load_user(self) -> Account | None:
return db.session.query(Account).filter(Account.id == self.user_id).first()
@property
def tenant(self) -> Tenant | None:
return db.session.query(Tenant).filter(Tenant.id == self.tenant_id).first()
@property
def credentials(self) -> dict:
try:
return cast(dict, json.loads(self.encrypted_credentials)) or {}
except Exception:
return {}
@property
def mcp_tools(self) -> list[Tool]:
return [Tool(**tool) for tool in json.loads(self.tools)]
@property
def provider_icon(self) -> dict[str, str] | str:
try:
return cast(dict[str, str], json.loads(self.icon))
except json.JSONDecodeError:
return file_helpers.get_signed_file_url(self.icon)
@property
def decrypted_server_url(self) -> str:
return cast(str, encrypter.decrypt_token(self.tenant_id, self.server_url))
@property
def masked_server_url(self) -> str:
def mask_url(url: str, mask_char: str = "*") -> str:
"""
mask the url to a simple string
"""
parsed = urlparse(url)
base_url = f"{parsed.scheme}://{parsed.netloc}"
if parsed.path and parsed.path != "/":
return f"{base_url}/{mask_char * 6}"
else:
return base_url
return mask_url(self.decrypted_server_url)
@property
def decrypted_credentials(self) -> dict:
from core.tools.mcp_tool.provider import MCPToolProviderController
from core.tools.utils.configuration import ProviderConfigEncrypter
provider_controller = MCPToolProviderController._from_db(self)
tool_configuration = ProviderConfigEncrypter(
tenant_id=self.tenant_id,
config=list(provider_controller.get_credentials_schema()),
provider_type=provider_controller.provider_type.value,
provider_identity=provider_controller.provider_id,
)
return tool_configuration.decrypt(self.credentials, use_cache=False)
class ToolModelInvoke(Base):
"""
store the invoke logs from tool invoke

View File

@@ -82,6 +82,8 @@ dependencies = [
"weave~=0.51.0",
"yarl~=1.18.3",
"webvtt-py~=0.5.1",
"sseclient-py>=1.8.0",
"httpx-sse>=0.4.0",
"sendgrid~=6.12.3",
]
# Before adding new dependency, consider place it in

View File

@@ -0,0 +1,232 @@
import hashlib
import json
from datetime import datetime
from typing import Any
from sqlalchemy import or_
from sqlalchemy.exc import IntegrityError
from core.helper import encrypter
from core.mcp.error import MCPAuthError, MCPError
from core.mcp.mcp_client import MCPClient
from core.tools.entities.api_entities import ToolProviderApiEntity
from core.tools.entities.common_entities import I18nObject
from core.tools.entities.tool_entities import ToolProviderType
from core.tools.mcp_tool.provider import MCPToolProviderController
from core.tools.utils.configuration import ProviderConfigEncrypter
from extensions.ext_database import db
from models.tools import MCPToolProvider
from services.tools.tools_transform_service import ToolTransformService
UNCHANGED_SERVER_URL_PLACEHOLDER = "[__HIDDEN__]"
class MCPToolManageService:
"""
Service class for managing mcp tools.
"""
@staticmethod
def get_mcp_provider_by_provider_id(provider_id: str, tenant_id: str) -> MCPToolProvider:
res = (
db.session.query(MCPToolProvider)
.filter(MCPToolProvider.tenant_id == tenant_id, MCPToolProvider.id == provider_id)
.first()
)
if not res:
raise ValueError("MCP tool not found")
return res
@staticmethod
def get_mcp_provider_by_server_identifier(server_identifier: str, tenant_id: str) -> MCPToolProvider:
res = (
db.session.query(MCPToolProvider)
.filter(MCPToolProvider.tenant_id == tenant_id, MCPToolProvider.server_identifier == server_identifier)
.first()
)
if not res:
raise ValueError("MCP tool not found")
return res
@staticmethod
def create_mcp_provider(
tenant_id: str,
name: str,
server_url: str,
user_id: str,
icon: str,
icon_type: str,
icon_background: str,
server_identifier: str,
) -> ToolProviderApiEntity:
server_url_hash = hashlib.sha256(server_url.encode()).hexdigest()
existing_provider = (
db.session.query(MCPToolProvider)
.filter(
MCPToolProvider.tenant_id == tenant_id,
or_(
MCPToolProvider.name == name,
MCPToolProvider.server_url_hash == server_url_hash,
MCPToolProvider.server_identifier == server_identifier,
),
MCPToolProvider.tenant_id == tenant_id,
)
.first()
)
if existing_provider:
if existing_provider.name == name:
raise ValueError(f"MCP tool {name} already exists")
elif existing_provider.server_url_hash == server_url_hash:
raise ValueError(f"MCP tool {server_url} already exists")
elif existing_provider.server_identifier == server_identifier:
raise ValueError(f"MCP tool {server_identifier} already exists")
encrypted_server_url = encrypter.encrypt_token(tenant_id, server_url)
mcp_tool = MCPToolProvider(
tenant_id=tenant_id,
name=name,
server_url=encrypted_server_url,
server_url_hash=server_url_hash,
user_id=user_id,
authed=False,
tools="[]",
icon=json.dumps({"content": icon, "background": icon_background}) if icon_type == "emoji" else icon,
server_identifier=server_identifier,
)
db.session.add(mcp_tool)
db.session.commit()
return ToolTransformService.mcp_provider_to_user_provider(mcp_tool, for_list=True)
@staticmethod
def retrieve_mcp_tools(tenant_id: str, for_list: bool = False) -> list[ToolProviderApiEntity]:
mcp_providers = (
db.session.query(MCPToolProvider)
.filter(MCPToolProvider.tenant_id == tenant_id)
.order_by(MCPToolProvider.name)
.all()
)
return [
ToolTransformService.mcp_provider_to_user_provider(mcp_provider, for_list=for_list)
for mcp_provider in mcp_providers
]
@classmethod
def list_mcp_tool_from_remote_server(cls, tenant_id: str, provider_id: str):
mcp_provider = cls.get_mcp_provider_by_provider_id(provider_id, tenant_id)
try:
with MCPClient(
mcp_provider.decrypted_server_url, provider_id, tenant_id, authed=mcp_provider.authed, for_list=True
) as mcp_client:
tools = mcp_client.list_tools()
except MCPAuthError as e:
raise ValueError("Please auth the tool first")
except MCPError as e:
raise ValueError(f"Failed to connect to MCP server: {e}")
mcp_provider.tools = json.dumps([tool.model_dump() for tool in tools])
mcp_provider.authed = True
mcp_provider.updated_at = datetime.now()
db.session.commit()
user = mcp_provider.load_user()
return ToolProviderApiEntity(
id=mcp_provider.id,
name=mcp_provider.name,
tools=ToolTransformService.mcp_tool_to_user_tool(mcp_provider, tools),
type=ToolProviderType.MCP,
icon=mcp_provider.icon,
author=user.name if user else "Anonymous",
server_url=mcp_provider.masked_server_url,
updated_at=int(mcp_provider.updated_at.timestamp()),
description=I18nObject(en_US="", zh_Hans=""),
label=I18nObject(en_US=mcp_provider.name, zh_Hans=mcp_provider.name),
plugin_unique_identifier=mcp_provider.server_identifier,
)
@classmethod
def delete_mcp_tool(cls, tenant_id: str, provider_id: str):
mcp_tool = cls.get_mcp_provider_by_provider_id(provider_id, tenant_id)
db.session.delete(mcp_tool)
db.session.commit()
@classmethod
def update_mcp_provider(
cls,
tenant_id: str,
provider_id: str,
name: str,
server_url: str,
icon: str,
icon_type: str,
icon_background: str,
server_identifier: str,
):
mcp_provider = cls.get_mcp_provider_by_provider_id(provider_id, tenant_id)
mcp_provider.updated_at = datetime.now()
mcp_provider.name = name
mcp_provider.icon = (
json.dumps({"content": icon, "background": icon_background}) if icon_type == "emoji" else icon
)
mcp_provider.server_identifier = server_identifier
if UNCHANGED_SERVER_URL_PLACEHOLDER not in server_url:
encrypted_server_url = encrypter.encrypt_token(tenant_id, server_url)
mcp_provider.server_url = encrypted_server_url
server_url_hash = hashlib.sha256(server_url.encode()).hexdigest()
if server_url_hash != mcp_provider.server_url_hash:
cls._re_connect_mcp_provider(mcp_provider, provider_id, tenant_id)
mcp_provider.server_url_hash = server_url_hash
try:
db.session.commit()
except IntegrityError as e:
db.session.rollback()
error_msg = str(e.orig)
if "unique_mcp_provider_name" in error_msg:
raise ValueError(f"MCP tool {name} already exists")
elif "unique_mcp_provider_server_url" in error_msg:
raise ValueError(f"MCP tool {server_url} already exists")
elif "unique_mcp_provider_server_identifier" in error_msg:
raise ValueError(f"MCP tool {server_identifier} already exists")
else:
raise
@classmethod
def update_mcp_provider_credentials(
cls, mcp_provider: MCPToolProvider, credentials: dict[str, Any], authed: bool = False
):
provider_controller = MCPToolProviderController._from_db(mcp_provider)
tool_configuration = ProviderConfigEncrypter(
tenant_id=mcp_provider.tenant_id,
config=list(provider_controller.get_credentials_schema()),
provider_type=provider_controller.provider_type.value,
provider_identity=provider_controller.provider_id,
)
credentials = tool_configuration.encrypt(credentials)
mcp_provider.updated_at = datetime.now()
mcp_provider.encrypted_credentials = json.dumps({**mcp_provider.credentials, **credentials})
mcp_provider.authed = authed
if not authed:
mcp_provider.tools = "[]"
db.session.commit()
@classmethod
def _re_connect_mcp_provider(cls, mcp_provider: MCPToolProvider, provider_id: str, tenant_id: str):
"""re-connect mcp provider"""
try:
with MCPClient(
mcp_provider.decrypted_server_url,
provider_id,
tenant_id,
authed=False,
for_list=True,
) as mcp_client:
tools = mcp_client.list_tools()
mcp_provider.authed = True
mcp_provider.tools = json.dumps([tool.model_dump() for tool in tools])
except MCPAuthError:
mcp_provider.authed = False
mcp_provider.tools = "[]"
except MCPError as e:
raise ValueError(f"Failed to re-connect MCP server: {e}") from e
# reset credentials
mcp_provider.encrypted_credentials = "{}"

View File

@@ -1,10 +1,11 @@
import json
import logging
from typing import Optional, Union, cast
from typing import Any, Optional, Union, cast
from yarl import URL
from configs import dify_config
from core.mcp.types import Tool as MCPTool
from core.tools.__base.tool import Tool
from core.tools.__base.tool_runtime import ToolRuntime
from core.tools.builtin_tool.provider import BuiltinToolProviderController
@@ -21,7 +22,7 @@ from core.tools.plugin_tool.provider import PluginToolProviderController
from core.tools.utils.configuration import ProviderConfigEncrypter
from core.tools.workflow_as_tool.provider import WorkflowToolProviderController
from core.tools.workflow_as_tool.tool import WorkflowTool
from models.tools import ApiToolProvider, BuiltinToolProvider, WorkflowToolProvider
from models.tools import ApiToolProvider, BuiltinToolProvider, MCPToolProvider, WorkflowToolProvider
logger = logging.getLogger(__name__)
@@ -52,7 +53,8 @@ class ToolTransformService:
return icon
except Exception:
return {"background": "#252525", "content": "\ud83d\ude01"}
elif provider_type == ToolProviderType.MCP.value:
return icon
return ""
@staticmethod
@@ -187,6 +189,41 @@ class ToolTransformService:
labels=labels or [],
)
@staticmethod
def mcp_provider_to_user_provider(db_provider: MCPToolProvider, for_list: bool = False) -> ToolProviderApiEntity:
user = db_provider.load_user()
return ToolProviderApiEntity(
id=db_provider.server_identifier if not for_list else db_provider.id,
author=user.name if user else "Anonymous",
name=db_provider.name,
icon=db_provider.provider_icon,
type=ToolProviderType.MCP,
is_team_authorization=db_provider.authed,
server_url=db_provider.masked_server_url,
tools=ToolTransformService.mcp_tool_to_user_tool(
db_provider, [MCPTool(**tool) for tool in json.loads(db_provider.tools)]
),
updated_at=int(db_provider.updated_at.timestamp()),
label=I18nObject(en_US=db_provider.name, zh_Hans=db_provider.name),
description=I18nObject(en_US="", zh_Hans=""),
server_identifier=db_provider.server_identifier,
)
@staticmethod
def mcp_tool_to_user_tool(mcp_provider: MCPToolProvider, tools: list[MCPTool]) -> list[ToolApiEntity]:
user = mcp_provider.load_user()
return [
ToolApiEntity(
author=user.name if user else "Anonymous",
name=tool.name,
label=I18nObject(en_US=tool.name, zh_Hans=tool.name),
description=I18nObject(en_US=tool.description, zh_Hans=tool.description),
parameters=ToolTransformService.convert_mcp_schema_to_parameter(tool.inputSchema),
labels=[],
)
for tool in tools
]
@classmethod
def api_provider_to_user_provider(
cls,
@@ -304,3 +341,53 @@ class ToolTransformService:
parameters=tool.parameters,
labels=labels or [],
)
@staticmethod
def convert_mcp_schema_to_parameter(schema: dict) -> list["ToolParameter"]:
"""
Convert MCP JSON schema to tool parameters
:param schema: JSON schema dictionary
:return: list of ToolParameter instances
"""
def create_parameter(
name: str, description: str, param_type: str, required: bool, input_schema: dict | None = None
) -> ToolParameter:
"""Create a ToolParameter instance with given attributes"""
input_schema_dict: dict[str, Any] = {"input_schema": input_schema} if input_schema else {}
return ToolParameter(
name=name,
llm_description=description,
label=I18nObject(en_US=name),
form=ToolParameter.ToolParameterForm.LLM,
required=required,
type=ToolParameter.ToolParameterType(param_type),
human_description=I18nObject(en_US=description),
**input_schema_dict,
)
def process_properties(props: dict, required: list, prefix: str = "") -> list[ToolParameter]:
"""Process properties recursively"""
TYPE_MAPPING = {"integer": "number", "float": "number"}
COMPLEX_TYPES = ["array", "object"]
parameters = []
for name, prop in props.items():
current_description = prop.get("description", "")
prop_type = prop.get("type", "string")
if isinstance(prop_type, list):
prop_type = prop_type[0]
if prop_type in TYPE_MAPPING:
prop_type = TYPE_MAPPING[prop_type]
input_schema = prop if prop_type in COMPLEX_TYPES else None
parameters.append(
create_parameter(name, current_description, prop_type, name in required, input_schema)
)
return parameters
if schema.get("type") == "object" and "properties" in schema:
return process_properties(schema["properties"], schema.get("required", []))
return []

View File

@@ -13,6 +13,7 @@ from models import (
AppAnnotationHitHistory,
AppAnnotationSetting,
AppDatasetJoin,
AppMCPServer,
AppModelConfig,
Conversation,
EndUser,
@@ -41,6 +42,7 @@ def remove_app_and_related_data_task(self, tenant_id: str, app_id: str):
# Delete related data
_delete_app_model_configs(tenant_id, app_id)
_delete_app_site(tenant_id, app_id)
_delete_app_mcp_servers(tenant_id, app_id)
_delete_app_api_tokens(tenant_id, app_id)
_delete_installed_apps(tenant_id, app_id)
_delete_recommended_apps(tenant_id, app_id)
@@ -89,6 +91,18 @@ def _delete_app_site(tenant_id: str, app_id: str):
_delete_records("""select id from sites where app_id=:app_id limit 1000""", {"app_id": app_id}, del_site, "site")
def _delete_app_mcp_servers(tenant_id: str, app_id: str):
def del_mcp_server(mcp_server_id: str):
db.session.query(AppMCPServer).filter(AppMCPServer.id == mcp_server_id).delete(synchronize_session=False)
_delete_records(
"""select id from app_mcp_servers where app_id=:app_id limit 1000""",
{"app_id": app_id},
del_mcp_server,
"app mcp server",
)
def _delete_app_api_tokens(tenant_id: str, app_id: str):
def del_api_token(api_token_id: str):
db.session.query(ApiToken).filter(ApiToken.id == api_token_id).delete(synchronize_session=False)

View File

@@ -0,0 +1,471 @@
import queue
import threading
from typing import Any
from core.mcp import types
from core.mcp.entities import RequestContext
from core.mcp.session.base_session import RequestResponder
from core.mcp.session.client_session import DEFAULT_CLIENT_INFO, ClientSession
from core.mcp.types import (
LATEST_PROTOCOL_VERSION,
ClientNotification,
ClientRequest,
Implementation,
InitializedNotification,
InitializeRequest,
InitializeResult,
JSONRPCMessage,
JSONRPCNotification,
JSONRPCRequest,
JSONRPCResponse,
ServerCapabilities,
ServerResult,
SessionMessage,
)
def test_client_session_initialize():
# Create synchronous queues to replace async streams
client_to_server: queue.Queue[SessionMessage] = queue.Queue()
server_to_client: queue.Queue[SessionMessage] = queue.Queue()
initialized_notification = None
def mock_server():
nonlocal initialized_notification
# Receive initialization request
session_message = client_to_server.get(timeout=5.0)
jsonrpc_request = session_message.message
assert isinstance(jsonrpc_request.root, JSONRPCRequest)
request = ClientRequest.model_validate(
jsonrpc_request.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
assert isinstance(request.root, InitializeRequest)
# Create response
result = ServerResult(
InitializeResult(
protocolVersion=LATEST_PROTOCOL_VERSION,
capabilities=ServerCapabilities(
logging=None,
resources=None,
tools=None,
experimental=None,
prompts=None,
),
serverInfo=Implementation(name="mock-server", version="0.1.0"),
instructions="The server instructions.",
)
)
# Send response
server_to_client.put(
SessionMessage(
message=JSONRPCMessage(
JSONRPCResponse(
jsonrpc="2.0",
id=jsonrpc_request.root.id,
result=result.model_dump(by_alias=True, mode="json", exclude_none=True),
)
)
)
)
# Receive initialized notification
session_notification = client_to_server.get(timeout=5.0)
jsonrpc_notification = session_notification.message
assert isinstance(jsonrpc_notification.root, JSONRPCNotification)
initialized_notification = ClientNotification.model_validate(
jsonrpc_notification.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
# Create message handler
def message_handler(
message: RequestResponder[types.ServerRequest, types.ClientResult] | types.ServerNotification | Exception,
) -> None:
if isinstance(message, Exception):
raise message
# Start mock server thread
server_thread = threading.Thread(target=mock_server, daemon=True)
server_thread.start()
# Create and use client session
with ClientSession(
server_to_client,
client_to_server,
message_handler=message_handler,
) as session:
result = session.initialize()
# Wait for server thread to complete
server_thread.join(timeout=10.0)
# Assert results
assert isinstance(result, InitializeResult)
assert result.protocolVersion == LATEST_PROTOCOL_VERSION
assert isinstance(result.capabilities, ServerCapabilities)
assert result.serverInfo == Implementation(name="mock-server", version="0.1.0")
assert result.instructions == "The server instructions."
# Check that client sent initialized notification
assert initialized_notification
assert isinstance(initialized_notification.root, InitializedNotification)
def test_client_session_custom_client_info():
# Create synchronous queues to replace async streams
client_to_server: queue.Queue[SessionMessage] = queue.Queue()
server_to_client: queue.Queue[SessionMessage] = queue.Queue()
custom_client_info = Implementation(name="test-client", version="1.2.3")
received_client_info = None
def mock_server():
nonlocal received_client_info
session_message = client_to_server.get(timeout=5.0)
jsonrpc_request = session_message.message
assert isinstance(jsonrpc_request.root, JSONRPCRequest)
request = ClientRequest.model_validate(
jsonrpc_request.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
assert isinstance(request.root, InitializeRequest)
received_client_info = request.root.params.clientInfo
result = ServerResult(
InitializeResult(
protocolVersion=LATEST_PROTOCOL_VERSION,
capabilities=ServerCapabilities(),
serverInfo=Implementation(name="mock-server", version="0.1.0"),
)
)
server_to_client.put(
SessionMessage(
message=JSONRPCMessage(
JSONRPCResponse(
jsonrpc="2.0",
id=jsonrpc_request.root.id,
result=result.model_dump(by_alias=True, mode="json", exclude_none=True),
)
)
)
)
# Receive initialized notification
client_to_server.get(timeout=5.0)
# Start mock server thread
server_thread = threading.Thread(target=mock_server, daemon=True)
server_thread.start()
with ClientSession(
server_to_client,
client_to_server,
client_info=custom_client_info,
) as session:
session.initialize()
# Wait for server thread to complete
server_thread.join(timeout=10.0)
# Assert that custom client info was sent
assert received_client_info == custom_client_info
def test_client_session_default_client_info():
# Create synchronous queues to replace async streams
client_to_server: queue.Queue[SessionMessage] = queue.Queue()
server_to_client: queue.Queue[SessionMessage] = queue.Queue()
received_client_info = None
def mock_server():
nonlocal received_client_info
session_message = client_to_server.get(timeout=5.0)
jsonrpc_request = session_message.message
assert isinstance(jsonrpc_request.root, JSONRPCRequest)
request = ClientRequest.model_validate(
jsonrpc_request.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
assert isinstance(request.root, InitializeRequest)
received_client_info = request.root.params.clientInfo
result = ServerResult(
InitializeResult(
protocolVersion=LATEST_PROTOCOL_VERSION,
capabilities=ServerCapabilities(),
serverInfo=Implementation(name="mock-server", version="0.1.0"),
)
)
server_to_client.put(
SessionMessage(
message=JSONRPCMessage(
JSONRPCResponse(
jsonrpc="2.0",
id=jsonrpc_request.root.id,
result=result.model_dump(by_alias=True, mode="json", exclude_none=True),
)
)
)
)
# Receive initialized notification
client_to_server.get(timeout=5.0)
# Start mock server thread
server_thread = threading.Thread(target=mock_server, daemon=True)
server_thread.start()
with ClientSession(
server_to_client,
client_to_server,
) as session:
session.initialize()
# Wait for server thread to complete
server_thread.join(timeout=10.0)
# Assert that default client info was used
assert received_client_info == DEFAULT_CLIENT_INFO
def test_client_session_version_negotiation_success():
# Create synchronous queues to replace async streams
client_to_server: queue.Queue[SessionMessage] = queue.Queue()
server_to_client: queue.Queue[SessionMessage] = queue.Queue()
def mock_server():
session_message = client_to_server.get(timeout=5.0)
jsonrpc_request = session_message.message
assert isinstance(jsonrpc_request.root, JSONRPCRequest)
request = ClientRequest.model_validate(
jsonrpc_request.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
assert isinstance(request.root, InitializeRequest)
# Send supported protocol version
result = ServerResult(
InitializeResult(
protocolVersion=LATEST_PROTOCOL_VERSION,
capabilities=ServerCapabilities(),
serverInfo=Implementation(name="mock-server", version="0.1.0"),
)
)
server_to_client.put(
SessionMessage(
message=JSONRPCMessage(
JSONRPCResponse(
jsonrpc="2.0",
id=jsonrpc_request.root.id,
result=result.model_dump(by_alias=True, mode="json", exclude_none=True),
)
)
)
)
# Receive initialized notification
client_to_server.get(timeout=5.0)
# Start mock server thread
server_thread = threading.Thread(target=mock_server, daemon=True)
server_thread.start()
with ClientSession(
server_to_client,
client_to_server,
) as session:
result = session.initialize()
# Wait for server thread to complete
server_thread.join(timeout=10.0)
# Should successfully initialize
assert isinstance(result, InitializeResult)
assert result.protocolVersion == LATEST_PROTOCOL_VERSION
def test_client_session_version_negotiation_failure():
# Create synchronous queues to replace async streams
client_to_server: queue.Queue[SessionMessage] = queue.Queue()
server_to_client: queue.Queue[SessionMessage] = queue.Queue()
def mock_server():
session_message = client_to_server.get(timeout=5.0)
jsonrpc_request = session_message.message
assert isinstance(jsonrpc_request.root, JSONRPCRequest)
request = ClientRequest.model_validate(
jsonrpc_request.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
assert isinstance(request.root, InitializeRequest)
# Send unsupported protocol version
result = ServerResult(
InitializeResult(
protocolVersion="99.99.99", # Unsupported version
capabilities=ServerCapabilities(),
serverInfo=Implementation(name="mock-server", version="0.1.0"),
)
)
server_to_client.put(
SessionMessage(
message=JSONRPCMessage(
JSONRPCResponse(
jsonrpc="2.0",
id=jsonrpc_request.root.id,
result=result.model_dump(by_alias=True, mode="json", exclude_none=True),
)
)
)
)
# Start mock server thread
server_thread = threading.Thread(target=mock_server, daemon=True)
server_thread.start()
with ClientSession(
server_to_client,
client_to_server,
) as session:
import pytest
with pytest.raises(RuntimeError, match="Unsupported protocol version"):
session.initialize()
# Wait for server thread to complete
server_thread.join(timeout=10.0)
def test_client_capabilities_default():
# Create synchronous queues to replace async streams
client_to_server: queue.Queue[SessionMessage] = queue.Queue()
server_to_client: queue.Queue[SessionMessage] = queue.Queue()
received_capabilities = None
def mock_server():
nonlocal received_capabilities
session_message = client_to_server.get(timeout=5.0)
jsonrpc_request = session_message.message
assert isinstance(jsonrpc_request.root, JSONRPCRequest)
request = ClientRequest.model_validate(
jsonrpc_request.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
assert isinstance(request.root, InitializeRequest)
received_capabilities = request.root.params.capabilities
result = ServerResult(
InitializeResult(
protocolVersion=LATEST_PROTOCOL_VERSION,
capabilities=ServerCapabilities(),
serverInfo=Implementation(name="mock-server", version="0.1.0"),
)
)
server_to_client.put(
SessionMessage(
message=JSONRPCMessage(
JSONRPCResponse(
jsonrpc="2.0",
id=jsonrpc_request.root.id,
result=result.model_dump(by_alias=True, mode="json", exclude_none=True),
)
)
)
)
# Receive initialized notification
client_to_server.get(timeout=5.0)
# Start mock server thread
server_thread = threading.Thread(target=mock_server, daemon=True)
server_thread.start()
with ClientSession(
server_to_client,
client_to_server,
) as session:
session.initialize()
# Wait for server thread to complete
server_thread.join(timeout=10.0)
# Assert default capabilities
assert received_capabilities is not None
assert received_capabilities.sampling is not None
assert received_capabilities.roots is not None
assert received_capabilities.roots.listChanged is True
def test_client_capabilities_with_custom_callbacks():
# Create synchronous queues to replace async streams
client_to_server: queue.Queue[SessionMessage] = queue.Queue()
server_to_client: queue.Queue[SessionMessage] = queue.Queue()
def custom_sampling_callback(
context: RequestContext["ClientSession", Any],
params: types.CreateMessageRequestParams,
) -> types.CreateMessageResult | types.ErrorData:
return types.CreateMessageResult(
model="test-model",
role="assistant",
content=types.TextContent(type="text", text="Custom response"),
)
def custom_list_roots_callback(
context: RequestContext["ClientSession", Any],
) -> types.ListRootsResult | types.ErrorData:
return types.ListRootsResult(roots=[])
def mock_server():
session_message = client_to_server.get(timeout=5.0)
jsonrpc_request = session_message.message
assert isinstance(jsonrpc_request.root, JSONRPCRequest)
request = ClientRequest.model_validate(
jsonrpc_request.root.model_dump(by_alias=True, mode="json", exclude_none=True)
)
assert isinstance(request.root, InitializeRequest)
result = ServerResult(
InitializeResult(
protocolVersion=LATEST_PROTOCOL_VERSION,
capabilities=ServerCapabilities(),
serverInfo=Implementation(name="mock-server", version="0.1.0"),
)
)
server_to_client.put(
SessionMessage(
message=JSONRPCMessage(
JSONRPCResponse(
jsonrpc="2.0",
id=jsonrpc_request.root.id,
result=result.model_dump(by_alias=True, mode="json", exclude_none=True),
)
)
)
)
# Receive initialized notification
client_to_server.get(timeout=5.0)
# Start mock server thread
server_thread = threading.Thread(target=mock_server, daemon=True)
server_thread.start()
with ClientSession(
server_to_client,
client_to_server,
sampling_callback=custom_sampling_callback,
list_roots_callback=custom_list_roots_callback,
) as session:
result = session.initialize()
# Wait for server thread to complete
server_thread.join(timeout=10.0)
# Verify initialization succeeded
assert isinstance(result, InitializeResult)
assert result.protocolVersion == LATEST_PROTOCOL_VERSION

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import json
import queue
import threading
import time
from typing import Any
from unittest.mock import Mock, patch
import httpx
import pytest
from core.mcp import types
from core.mcp.client.sse_client import sse_client
from core.mcp.error import MCPAuthError, MCPConnectionError
SERVER_NAME = "test_server_for_SSE"
def test_sse_message_id_coercion():
"""Test that string message IDs that look like integers are parsed as integers.
See <https://github.com/modelcontextprotocol/python-sdk/pull/851> for more details.
"""
json_message = '{"jsonrpc": "2.0", "id": "123", "method": "ping", "params": null}'
msg = types.JSONRPCMessage.model_validate_json(json_message)
expected = types.JSONRPCMessage(root=types.JSONRPCRequest(method="ping", jsonrpc="2.0", id=123))
# Check if both are JSONRPCRequest instances
assert isinstance(msg.root, types.JSONRPCRequest)
assert isinstance(expected.root, types.JSONRPCRequest)
assert msg.root.id == expected.root.id
assert msg.root.method == expected.root.method
assert msg.root.jsonrpc == expected.root.jsonrpc
class MockSSEClient:
"""Mock SSE client for testing."""
def __init__(self, url: str, headers: dict[str, Any] | None = None):
self.url = url
self.headers = headers or {}
self.connected = False
self.read_queue: queue.Queue = queue.Queue()
self.write_queue: queue.Queue = queue.Queue()
def connect(self):
"""Simulate connection establishment."""
self.connected = True
# Send endpoint event
endpoint_data = "/messages/?session_id=test-session-123"
self.read_queue.put(("endpoint", endpoint_data))
return self.read_queue, self.write_queue
def send_initialize_response(self):
"""Send a mock initialize response."""
response = {
"jsonrpc": "2.0",
"id": 1,
"result": {
"protocolVersion": types.LATEST_PROTOCOL_VERSION,
"capabilities": {
"logging": None,
"resources": None,
"tools": None,
"experimental": None,
"prompts": None,
},
"serverInfo": {"name": SERVER_NAME, "version": "0.1.0"},
"instructions": "Test server instructions.",
},
}
self.read_queue.put(("message", json.dumps(response)))
def test_sse_client_message_id_handling():
"""Test SSE client properly handles message ID coercion."""
mock_client = MockSSEClient("http://test.example/sse")
read_queue, write_queue = mock_client.connect()
# Send a message with string ID that should be coerced to int
message_data = {
"jsonrpc": "2.0",
"id": "456", # String ID
"result": {"test": "data"},
}
read_queue.put(("message", json.dumps(message_data)))
read_queue.get(timeout=1.0)
# Get the message from queue
event_type, data = read_queue.get(timeout=1.0)
assert event_type == "message"
# Parse the message
parsed_message = types.JSONRPCMessage.model_validate_json(data)
# Check that it's a JSONRPCResponse and verify the ID
assert isinstance(parsed_message.root, types.JSONRPCResponse)
assert parsed_message.root.id == 456 # Should be converted to int
def test_sse_client_connection_validation():
"""Test SSE client validates endpoint URLs properly."""
test_url = "http://test.example/sse"
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock the HTTP client
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
# Mock the SSE connection
mock_event_source = Mock()
mock_event_source.response.raise_for_status.return_value = None
mock_sse_connect.return_value.__enter__.return_value = mock_event_source
# Mock SSE events
class MockSSEEvent:
def __init__(self, event_type: str, data: str):
self.event = event_type
self.data = data
# Simulate endpoint event
endpoint_event = MockSSEEvent("endpoint", "/messages/?session_id=test-123")
mock_event_source.iter_sse.return_value = [endpoint_event]
# Test connection
try:
with sse_client(test_url) as (read_queue, write_queue):
assert read_queue is not None
assert write_queue is not None
except Exception as e:
# Connection might fail due to mocking, but we're testing the validation logic
pass
def test_sse_client_error_handling():
"""Test SSE client properly handles various error conditions."""
test_url = "http://test.example/sse"
# Test 401 error handling
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock 401 HTTP error
mock_error = httpx.HTTPStatusError("Unauthorized", request=Mock(), response=Mock(status_code=401))
mock_sse_connect.side_effect = mock_error
with pytest.raises(MCPAuthError):
with sse_client(test_url):
pass
# Test other HTTP errors
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock other HTTP error
mock_error = httpx.HTTPStatusError("Server Error", request=Mock(), response=Mock(status_code=500))
mock_sse_connect.side_effect = mock_error
with pytest.raises(MCPConnectionError):
with sse_client(test_url):
pass
def test_sse_client_timeout_configuration():
"""Test SSE client timeout configuration."""
test_url = "http://test.example/sse"
custom_timeout = 10.0
custom_sse_timeout = 300.0
custom_headers = {"Authorization": "Bearer test-token"}
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock successful connection
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
mock_event_source = Mock()
mock_event_source.response.raise_for_status.return_value = None
mock_event_source.iter_sse.return_value = []
mock_sse_connect.return_value.__enter__.return_value = mock_event_source
try:
with sse_client(
test_url, headers=custom_headers, timeout=custom_timeout, sse_read_timeout=custom_sse_timeout
) as (read_queue, write_queue):
# Verify the configuration was passed correctly
mock_client_factory.assert_called_with(headers=custom_headers)
# Check that timeout was configured
call_args = mock_sse_connect.call_args
assert call_args is not None
timeout_arg = call_args[1]["timeout"]
assert timeout_arg.read == custom_sse_timeout
except Exception:
# Connection might fail due to mocking, but we tested the configuration
pass
def test_sse_transport_endpoint_validation():
"""Test SSE transport validates endpoint URLs correctly."""
from core.mcp.client.sse_client import SSETransport
transport = SSETransport("http://example.com/sse")
# Valid endpoint (same origin)
valid_endpoint = "http://example.com/messages/session123"
assert transport._validate_endpoint_url(valid_endpoint) == True
# Invalid endpoint (different origin)
invalid_endpoint = "http://malicious.com/messages/session123"
assert transport._validate_endpoint_url(invalid_endpoint) == False
# Invalid endpoint (different scheme)
invalid_scheme = "https://example.com/messages/session123"
assert transport._validate_endpoint_url(invalid_scheme) == False
def test_sse_transport_message_parsing():
"""Test SSE transport properly parses different message types."""
from core.mcp.client.sse_client import SSETransport
transport = SSETransport("http://example.com/sse")
read_queue: queue.Queue = queue.Queue()
# Test valid JSON-RPC message
valid_message = '{"jsonrpc": "2.0", "id": 1, "method": "ping"}'
transport._handle_message_event(valid_message, read_queue)
# Should have a SessionMessage in the queue
message = read_queue.get(timeout=1.0)
assert message is not None
assert hasattr(message, "message")
# Test invalid JSON
invalid_json = '{"invalid": json}'
transport._handle_message_event(invalid_json, read_queue)
# Should have an exception in the queue
error = read_queue.get(timeout=1.0)
assert isinstance(error, Exception)
def test_sse_client_queue_cleanup():
"""Test that SSE client properly cleans up queues on exit."""
test_url = "http://test.example/sse"
read_queue = None
write_queue = None
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock connection that raises an exception
mock_sse_connect.side_effect = Exception("Connection failed")
try:
with sse_client(test_url) as (rq, wq):
read_queue = rq
write_queue = wq
except Exception:
pass # Expected to fail
# Queues should be cleaned up even on exception
# Note: In real implementation, cleanup should put None to signal shutdown
def test_sse_client_url_processing():
"""Test SSE client URL processing functions."""
from core.mcp.client.sse_client import remove_request_params
# Test URL with parameters
url_with_params = "http://example.com/sse?param1=value1&param2=value2"
cleaned_url = remove_request_params(url_with_params)
assert cleaned_url == "http://example.com/sse"
# Test URL without parameters
url_without_params = "http://example.com/sse"
cleaned_url = remove_request_params(url_without_params)
assert cleaned_url == "http://example.com/sse"
# Test URL with path and parameters
complex_url = "http://example.com/path/to/sse?session=123&token=abc"
cleaned_url = remove_request_params(complex_url)
assert cleaned_url == "http://example.com/path/to/sse"
def test_sse_client_headers_propagation():
"""Test that custom headers are properly propagated in SSE client."""
test_url = "http://test.example/sse"
custom_headers = {
"Authorization": "Bearer test-token",
"X-Custom-Header": "test-value",
"User-Agent": "test-client/1.0",
}
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock the client factory to capture headers
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
# Mock the SSE connection
mock_event_source = Mock()
mock_event_source.response.raise_for_status.return_value = None
mock_event_source.iter_sse.return_value = []
mock_sse_connect.return_value.__enter__.return_value = mock_event_source
try:
with sse_client(test_url, headers=custom_headers):
pass
except Exception:
pass # Expected due to mocking
# Verify headers were passed to client factory
mock_client_factory.assert_called_with(headers=custom_headers)
def test_sse_client_concurrent_access():
"""Test SSE client behavior with concurrent queue access."""
test_read_queue: queue.Queue = queue.Queue()
# Simulate concurrent producers and consumers
def producer():
for i in range(10):
test_read_queue.put(f"message_{i}")
time.sleep(0.01) # Small delay to simulate real conditions
def consumer():
received = []
for _ in range(10):
try:
msg = test_read_queue.get(timeout=2.0)
received.append(msg)
except queue.Empty:
break
return received
# Start producer in separate thread
producer_thread = threading.Thread(target=producer, daemon=True)
producer_thread.start()
# Consume messages
received_messages = consumer()
# Wait for producer to finish
producer_thread.join(timeout=5.0)
# Verify all messages were received
assert len(received_messages) == 10
for i in range(10):
assert f"message_{i}" in received_messages

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"""
Tests for the StreamableHTTP client transport.
Contains tests for only the client side of the StreamableHTTP transport.
"""
import queue
import threading
import time
from typing import Any
from unittest.mock import Mock, patch
from core.mcp import types
from core.mcp.client.streamable_client import streamablehttp_client
# Test constants
SERVER_NAME = "test_streamable_http_server"
TEST_SESSION_ID = "test-session-id-12345"
INIT_REQUEST = {
"jsonrpc": "2.0",
"method": "initialize",
"params": {
"clientInfo": {"name": "test-client", "version": "1.0"},
"protocolVersion": "2025-03-26",
"capabilities": {},
},
"id": "init-1",
}
class MockStreamableHTTPClient:
"""Mock StreamableHTTP client for testing."""
def __init__(self, url: str, headers: dict[str, Any] | None = None):
self.url = url
self.headers = headers or {}
self.connected = False
self.read_queue: queue.Queue = queue.Queue()
self.write_queue: queue.Queue = queue.Queue()
self.session_id = TEST_SESSION_ID
def connect(self):
"""Simulate connection establishment."""
self.connected = True
return self.read_queue, self.write_queue, lambda: self.session_id
def send_initialize_response(self):
"""Send a mock initialize response."""
session_message = types.SessionMessage(
message=types.JSONRPCMessage(
root=types.JSONRPCResponse(
jsonrpc="2.0",
id="init-1",
result={
"protocolVersion": types.LATEST_PROTOCOL_VERSION,
"capabilities": {
"logging": None,
"resources": None,
"tools": None,
"experimental": None,
"prompts": None,
},
"serverInfo": {"name": SERVER_NAME, "version": "0.1.0"},
"instructions": "Test server instructions.",
},
)
)
)
self.read_queue.put(session_message)
def send_tools_response(self):
"""Send a mock tools list response."""
session_message = types.SessionMessage(
message=types.JSONRPCMessage(
root=types.JSONRPCResponse(
jsonrpc="2.0",
id="tools-1",
result={
"tools": [
{
"name": "test_tool",
"description": "A test tool",
"inputSchema": {"type": "object", "properties": {}},
}
],
},
)
)
)
self.read_queue.put(session_message)
def test_streamablehttp_client_message_id_handling():
"""Test StreamableHTTP client properly handles message ID coercion."""
mock_client = MockStreamableHTTPClient("http://test.example/mcp")
read_queue, write_queue, get_session_id = mock_client.connect()
# Send a message with string ID that should be coerced to int
response_message = types.SessionMessage(
message=types.JSONRPCMessage(root=types.JSONRPCResponse(jsonrpc="2.0", id="789", result={"test": "data"}))
)
read_queue.put(response_message)
# Get the message from queue
message = read_queue.get(timeout=1.0)
assert message is not None
assert isinstance(message, types.SessionMessage)
# Check that the ID was properly handled
assert isinstance(message.message.root, types.JSONRPCResponse)
assert message.message.root.id == 789 # ID should be coerced to int due to union_mode="left_to_right"
def test_streamablehttp_client_connection_validation():
"""Test StreamableHTTP client validates connections properly."""
test_url = "http://test.example/mcp"
with patch("core.mcp.client.streamable_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
# Mock the HTTP client
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
# Mock successful response
mock_response = Mock()
mock_response.status_code = 200
mock_response.headers = {"content-type": "application/json"}
mock_response.raise_for_status.return_value = None
mock_client.post.return_value = mock_response
# Test connection
try:
with streamablehttp_client(test_url) as (read_queue, write_queue, get_session_id):
assert read_queue is not None
assert write_queue is not None
assert get_session_id is not None
except Exception:
# Connection might fail due to mocking, but we're testing the validation logic
pass
def test_streamablehttp_client_timeout_configuration():
"""Test StreamableHTTP client timeout configuration."""
test_url = "http://test.example/mcp"
custom_headers = {"Authorization": "Bearer test-token"}
with patch("core.mcp.client.streamable_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
# Mock successful connection
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
mock_response = Mock()
mock_response.status_code = 200
mock_response.headers = {"content-type": "application/json"}
mock_response.raise_for_status.return_value = None
mock_client.post.return_value = mock_response
try:
with streamablehttp_client(test_url, headers=custom_headers) as (read_queue, write_queue, get_session_id):
# Verify the configuration was passed correctly
mock_client_factory.assert_called_with(headers=custom_headers)
except Exception:
# Connection might fail due to mocking, but we tested the configuration
pass
def test_streamablehttp_client_session_id_handling():
"""Test StreamableHTTP client properly handles session IDs."""
mock_client = MockStreamableHTTPClient("http://test.example/mcp")
read_queue, write_queue, get_session_id = mock_client.connect()
# Test that session ID is available
session_id = get_session_id()
assert session_id == TEST_SESSION_ID
# Test that we can use the session ID in subsequent requests
assert session_id is not None
assert len(session_id) > 0
def test_streamablehttp_client_message_parsing():
"""Test StreamableHTTP client properly parses different message types."""
mock_client = MockStreamableHTTPClient("http://test.example/mcp")
read_queue, write_queue, get_session_id = mock_client.connect()
# Test valid initialization response
mock_client.send_initialize_response()
# Should have a SessionMessage in the queue
message = read_queue.get(timeout=1.0)
assert message is not None
assert isinstance(message, types.SessionMessage)
assert isinstance(message.message.root, types.JSONRPCResponse)
# Test tools response
mock_client.send_tools_response()
tools_message = read_queue.get(timeout=1.0)
assert tools_message is not None
assert isinstance(tools_message, types.SessionMessage)
def test_streamablehttp_client_queue_cleanup():
"""Test that StreamableHTTP client properly cleans up queues on exit."""
test_url = "http://test.example/mcp"
read_queue = None
write_queue = None
with patch("core.mcp.client.streamable_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
# Mock connection that raises an exception
mock_client_factory.side_effect = Exception("Connection failed")
try:
with streamablehttp_client(test_url) as (rq, wq, get_session_id):
read_queue = rq
write_queue = wq
except Exception:
pass # Expected to fail
# Queues should be cleaned up even on exception
# Note: In real implementation, cleanup should put None to signal shutdown
def test_streamablehttp_client_headers_propagation():
"""Test that custom headers are properly propagated in StreamableHTTP client."""
test_url = "http://test.example/mcp"
custom_headers = {
"Authorization": "Bearer test-token",
"X-Custom-Header": "test-value",
"User-Agent": "test-client/1.0",
}
with patch("core.mcp.client.streamable_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
# Mock the client factory to capture headers
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
mock_response = Mock()
mock_response.status_code = 200
mock_response.headers = {"content-type": "application/json"}
mock_response.raise_for_status.return_value = None
mock_client.post.return_value = mock_response
try:
with streamablehttp_client(test_url, headers=custom_headers):
pass
except Exception:
pass # Expected due to mocking
# Verify headers were passed to client factory
# Check that the call was made with headers that include our custom headers
mock_client_factory.assert_called_once()
call_args = mock_client_factory.call_args
assert "headers" in call_args.kwargs
passed_headers = call_args.kwargs["headers"]
# Verify all custom headers are present
for key, value in custom_headers.items():
assert key in passed_headers
assert passed_headers[key] == value
def test_streamablehttp_client_concurrent_access():
"""Test StreamableHTTP client behavior with concurrent queue access."""
test_read_queue: queue.Queue = queue.Queue()
test_write_queue: queue.Queue = queue.Queue()
# Simulate concurrent producers and consumers
def producer():
for i in range(10):
test_read_queue.put(f"message_{i}")
time.sleep(0.01) # Small delay to simulate real conditions
def consumer():
received = []
for _ in range(10):
try:
msg = test_read_queue.get(timeout=2.0)
received.append(msg)
except queue.Empty:
break
return received
# Start producer in separate thread
producer_thread = threading.Thread(target=producer, daemon=True)
producer_thread.start()
# Consume messages
received_messages = consumer()
# Wait for producer to finish
producer_thread.join(timeout=5.0)
# Verify all messages were received
assert len(received_messages) == 10
for i in range(10):
assert f"message_{i}" in received_messages
def test_streamablehttp_client_json_vs_sse_mode():
"""Test StreamableHTTP client handling of JSON vs SSE response modes."""
test_url = "http://test.example/mcp"
with patch("core.mcp.client.streamable_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
# Mock JSON response
mock_json_response = Mock()
mock_json_response.status_code = 200
mock_json_response.headers = {"content-type": "application/json"}
mock_json_response.json.return_value = {"result": "json_mode"}
mock_json_response.raise_for_status.return_value = None
# Mock SSE response
mock_sse_response = Mock()
mock_sse_response.status_code = 200
mock_sse_response.headers = {"content-type": "text/event-stream"}
mock_sse_response.raise_for_status.return_value = None
# Test JSON mode
mock_client.post.return_value = mock_json_response
try:
with streamablehttp_client(test_url) as (read_queue, write_queue, get_session_id):
# Should handle JSON responses
assert read_queue is not None
assert write_queue is not None
except Exception:
pass # Expected due to mocking
# Test SSE mode
mock_client.post.return_value = mock_sse_response
try:
with streamablehttp_client(test_url) as (read_queue, write_queue, get_session_id):
# Should handle SSE responses
assert read_queue is not None
assert write_queue is not None
except Exception:
pass # Expected due to mocking
def test_streamablehttp_client_terminate_on_close():
"""Test StreamableHTTP client terminate_on_close parameter."""
test_url = "http://test.example/mcp"
with patch("core.mcp.client.streamable_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
mock_response = Mock()
mock_response.status_code = 200
mock_response.headers = {"content-type": "application/json"}
mock_response.raise_for_status.return_value = None
mock_client.post.return_value = mock_response
mock_client.delete.return_value = mock_response
# Test with terminate_on_close=True (default)
try:
with streamablehttp_client(test_url, terminate_on_close=True) as (read_queue, write_queue, get_session_id):
pass
except Exception:
pass # Expected due to mocking
# Test with terminate_on_close=False
try:
with streamablehttp_client(test_url, terminate_on_close=False) as (read_queue, write_queue, get_session_id):
pass
except Exception:
pass # Expected due to mocking
def test_streamablehttp_client_protocol_version_handling():
"""Test StreamableHTTP client protocol version handling."""
mock_client = MockStreamableHTTPClient("http://test.example/mcp")
read_queue, write_queue, get_session_id = mock_client.connect()
# Send initialize response with specific protocol version
session_message = types.SessionMessage(
message=types.JSONRPCMessage(
root=types.JSONRPCResponse(
jsonrpc="2.0",
id="init-1",
result={
"protocolVersion": "2024-11-05",
"capabilities": {},
"serverInfo": {"name": SERVER_NAME, "version": "0.1.0"},
},
)
)
)
read_queue.put(session_message)
# Get the message and verify protocol version
message = read_queue.get(timeout=1.0)
assert message is not None
assert isinstance(message.message.root, types.JSONRPCResponse)
result = message.message.root.result
assert result["protocolVersion"] == "2024-11-05"
def test_streamablehttp_client_error_response_handling():
"""Test StreamableHTTP client handling of error responses."""
mock_client = MockStreamableHTTPClient("http://test.example/mcp")
read_queue, write_queue, get_session_id = mock_client.connect()
# Send an error response
session_message = types.SessionMessage(
message=types.JSONRPCMessage(
root=types.JSONRPCError(
jsonrpc="2.0",
id="test-1",
error=types.ErrorData(code=-32601, message="Method not found", data=None),
)
)
)
read_queue.put(session_message)
# Get the error message
message = read_queue.get(timeout=1.0)
assert message is not None
assert isinstance(message.message.root, types.JSONRPCError)
assert message.message.root.error.code == -32601
assert message.message.root.error.message == "Method not found"
def test_streamablehttp_client_resumption_token_handling():
"""Test StreamableHTTP client resumption token functionality."""
test_url = "http://test.example/mcp"
test_resumption_token = "resume-token-123"
with patch("core.mcp.client.streamable_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
mock_client = Mock()
mock_client_factory.return_value.__enter__.return_value = mock_client
mock_response = Mock()
mock_response.status_code = 200
mock_response.headers = {"content-type": "application/json", "last-event-id": test_resumption_token}
mock_response.raise_for_status.return_value = None
mock_client.post.return_value = mock_response
try:
with streamablehttp_client(test_url) as (read_queue, write_queue, get_session_id):
# Test that resumption token can be captured from headers
assert read_queue is not None
assert write_queue is not None
except Exception:
pass # Expected due to mocking

199
api/uv.lock generated
View File

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{ name = "alibabacloud-credentials" },
@@ -252,7 +253,7 @@ dependencies = [
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]
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[package.optional-dependencies]
@@ -1245,6 +1246,7 @@ dependencies = [
{ name = "googleapis-common-protos" },
{ name = "gunicorn" },
{ name = "httpx", extra = ["socks"] },
{ name = "httpx-sse" },
{ name = "jieba" },
{ name = "json-repair" },
{ name = "langfuse" },
@@ -1289,6 +1291,7 @@ dependencies = [
{ name = "sendgrid" },
{ name = "sentry-sdk", extra = ["flask"] },
{ name = "sqlalchemy" },
{ name = "sseclient-py" },
{ name = "starlette" },
{ name = "tiktoken" },
{ name = "transformers" },
@@ -1425,6 +1428,7 @@ requires-dist = [
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{ name = "gunicorn", specifier = "~=23.0.0" },
{ name = "httpx", extras = ["socks"], specifier = "~=0.27.0" },
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{ name = "json-repair", specifier = ">=0.41.1" },
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{ name = "starlette", specifier = "==0.41.0" },
{ name = "tiktoken", specifier = "~=0.9.0" },
{ name = "transformers", specifier = "~=4.51.0" },
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View File

@@ -39,7 +39,10 @@ server {
proxy_pass http://web:3000;
include proxy.conf;
}
location /mcp {
proxy_pass http://api:5001;
include proxy.conf;
}
# placeholder for acme challenge location
${ACME_CHALLENGE_LOCATION}