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Feat: refine create and list operations for MCP dashboard (#8823)

### What problem does this PR solve?

Refine MCP dashboard create and list operations.

### Type of change

- [x] Refactoring
tags/v0.20.0
Yongteng Lei 3 meses atrás
pai
commit
237e59532b
Nenhuma conta vinculada ao e-mail do autor do commit
2 arquivos alterados com 120 adições e 25 exclusões
  1. 86
    25
      api/apps/mcp_server_app.py
  2. 34
    0
      api/utils/mcp_server.py

+ 86
- 25
api/apps/mcp_server_app.py Ver arquivo

@@ -8,6 +8,7 @@ from api.db.services.user_service import TenantService
from api.settings import RetCode
from api.utils import get_uuid
from api.utils.api_utils import get_data_error_result, get_json_result, server_error_response, validate_request
from api.utils.mcp_server import get_mcp_tools
from api.utils.web_utils import get_float, safe_json_parse
from rag.utils.mcp_tool_call_conn import MCPToolCallSession, close_multiple_mcp_toolcall_sessions

@@ -27,9 +28,13 @@ def list_mcp() -> Response:
req = request.get_json()
mcp_ids = req.get("mcp_ids", [])
try:
servers = MCPServerService.get_servers(current_user.id, mcp_ids, page_number, items_per_page, orderby, desc, keywords) or []
servers = MCPServerService.get_servers(current_user.id, mcp_ids, 0, 0, orderby, desc, keywords) or []
total = len(servers)

return get_json_result(data={"mcp_servers": servers, "total": len(servers)})
if page_number and items_per_page:
servers = servers[(page_number - 1) * items_per_page : page_number * items_per_page]

return get_json_result(data={"mcp_servers": servers, "total": total})
except Exception as e:
return server_error_response(e)

@@ -63,22 +68,43 @@ def create() -> Response:
if not server_name or len(server_name.encode("utf-8")) > 255:
return get_data_error_result(message=f"Invaild MCP name or length is {len(server_name)} which is large than 255.")

req["headers"] = safe_json_parse(req.get("headers", {}))
req["variables"] = safe_json_parse(req.get("variables", {}))
e, _ = MCPServerService.get_by_name_and_tenant(name=server_name, tenant_id=current_user.id)
if e:
return get_data_error_result(message="Duplicated MCP server name.")

url = req.get("url", "")
if not url:
return get_data_error_result(message="Invaild url.")

headers = safe_json_parse(req.get("headers", {}))
req["headers"] = headers
variables = safe_json_parse(req.get("variables", {}))
variables.pop("tools", None)

timeout = get_float(req, "timeout", 10)

try:
req["id"] = get_uuid()
req["tenant_id"] = current_user.id

e, _ = TenantService.get_by_id(current_user.id)

if not e:
return get_data_error_result(message="Tenant not found.")

mcp_server = MCPServer(id=server_name, name=server_name, url=url, server_type=server_type, variables=variables, headers=headers)
server_tools, err_message = get_mcp_tools([mcp_server], timeout)
if err_message:
return get_data_error_result(err_message)

tools = server_tools[server_name]
tools = {tool["name"]: tool for tool in tools if isinstance(tool, dict) and "name" in tool}
variables["tools"] = tools
req["variables"] = variables

if not MCPServerService.insert(**req):
return get_data_error_result()
return get_data_error_result("Failed to create MCP server.")

return get_json_result(data={"id": req["id"]})
return get_json_result(data=req)
except Exception as e:
return server_error_response(e)

@@ -89,26 +115,44 @@ def create() -> Response:
def update() -> Response:
req = request.get_json()

server_type = req.get("server_type", "")
mcp_id = req.get("mcp_id", "")
e, mcp_server = MCPServerService.get_by_id(mcp_id)
if not e or mcp_server.tenant_id != current_user.id:
return get_data_error_result(message=f"Cannot find MCP server {mcp_id} for user {current_user.id}")

server_type = req.get("server_type", mcp_server.server_type)
if server_type and server_type not in VALID_MCP_SERVER_TYPES:
return get_data_error_result(message="Unsupported MCP server type.")
server_name = req.get("name", "")
server_name = req.get("name", mcp_server.name)
if server_name and len(server_name.encode("utf-8")) > 255:
return get_data_error_result(message=f"Invaild MCP name or length is {len(server_name)} which is large than 255.")
url = req.get("url", mcp_server.url)
if not url:
return get_data_error_result(message="Invaild url.")

mcp_id = req.get("mcp_id", "")
e, mcp_server = MCPServerService.get_by_id(mcp_id)
if not e or mcp_server.tenant_id != current_user.id:
return get_data_error_result(message=f"Cannot find MCP server {mcp_id} for user {current_user.id}")
headers = safe_json_parse(req.get("headers", mcp_server.headers))
req["headers"] = headers

req["headers"] = safe_json_parse(req.get("headers", mcp_server.headers))
req["variables"] = safe_json_parse(req.get("variables", mcp_server.variables))
variables = safe_json_parse(req.get("variables", mcp_server.variables))
variables.pop("tools", None)

timeout = get_float(req, "timeout", 10)

try:
req["tenant_id"] = current_user.id
req.pop("mcp_id", None)
req["id"] = mcp_id

mcp_server = MCPServer(id=server_name, name=server_name, url=url, server_type=server_type, variables=variables, headers=headers)
server_tools, err_message = get_mcp_tools([mcp_server], timeout)
if err_message:
return get_data_error_result(err_message)

tools = server_tools[server_name]
tools = {tool["name"]: tool for tool in tools if isinstance(tool, dict) and "name" in tool}
variables["tools"] = tools
req["variables"] = variables

if not MCPServerService.filter_update([MCPServer.id == mcp_id, MCPServer.tenant_id == current_user.id], req):
return get_data_error_result(message="Failed to updated MCP server.")

@@ -145,17 +189,22 @@ def rm() -> Response:
def import_multiple() -> Response:
req = request.get_json()
servers = req.get("mcpServers", {})

if not servers:
return get_data_error_result(message="No MCP servers provided.")

timeout = get_float(req, "timeout", 10)

results = []
try:
for server_name, config in servers.items():
if not all(key in config for key in ["type", "url"]):
if not all(key in config for key in {"type", "url"}):
results.append({"server": server_name, "success": False, "message": "Missing required fields (type or url)"})
continue

if not server_name or len(server_name.encode("utf-8")) > 255:
results.append({"server": server_name, "success": False, "message": f"Invaild MCP name or length is {len(server_name)} which is large than 255."})
continue

base_name = server_name
new_name = base_name
counter = 0
@@ -173,14 +222,25 @@ def import_multiple() -> Response:
"name": new_name,
"url": config["url"],
"server_type": config["type"],
"variables": {"authorization_token": config.get("authorization_token", ""), "tool_configuration": config.get("tool_configuration", {})},
"variables": {"authorization_token": config.get("authorization_token", "")},
}

headers = {"authorization_token": config["authorization_token"]} if "authorization_token" in config else {}
variables = {k: v for k, v in config.items() if k not in {"type", "url", "headers"}}
mcp_server = MCPServer(id=new_name, name=new_name, url=config["url"], server_type=config["type"], variables=variables, headers=headers)
server_tools, err_message = get_mcp_tools([mcp_server], timeout)
if err_message:
results.append({"server": base_name, "success": False, "message": err_message})
continue

tools = server_tools[new_name]
tools = {tool["name"]: tool for tool in tools if isinstance(tool, dict) and "name" in tool}
create_data["variables"]["tools"] = tools

if MCPServerService.insert(**create_data):
result = {"server": server_name, "success": True, "action": "created", "id": create_data["id"], "new_name": new_name}
if new_name != base_name:
result["message"] = f"Renamed from '{base_name}' to avoid duplication"

result["message"] = f"Renamed from '{base_name}' to '{new_name}' avoid duplication"
results.append(result)
else:
results.append({"server": server_name, "success": False, "message": "Failed to create MCP server."})
@@ -214,7 +274,7 @@ def export_multiple() -> Response:
"url": mcp_server.url,
"name": mcp_server.name,
"authorization_token": mcp_server.variables.get("authorization_token", ""),
"tool_configuration": mcp_server.variables.get("tool_configuration", {}),
"tools": mcp_server.variables.get("tools", {}),
}

return get_json_result(data={"mcpServers": exported_servers})
@@ -256,16 +316,17 @@ def list_tools() -> Response:
results[server_key] = []
for tool in tools:
tool_dict = tool.model_dump()
cached_tool = cached_tools.get(tool_dict["name"])
cached_tool = cached_tools.get(tool_dict["name"], {})

tool_dict["enabled"] = cached_tool.get("enabled") if cached_tool and "enabled" in cached_tool else True
tool_dict["enabled"] = cached_tool.get("enabled", True)
results[server_key].append(tool_dict)

# PERF: blocking call to close sessions — consider moving to background thread or task queue
close_multiple_mcp_toolcall_sessions(tool_call_sessions)
return get_json_result(data=results)
except Exception as e:
return server_error_response(e)
finally:
# PERF: blocking call to close sessions — consider moving to background thread or task queue
close_multiple_mcp_toolcall_sessions(tool_call_sessions)


@manager.route("/test_tool", methods=["POST"]) # noqa: F821

+ 34
- 0
api/utils/mcp_server.py Ver arquivo

@@ -0,0 +1,34 @@
from api.db.db_models import MCPServer
from rag.utils.mcp_tool_call_conn import MCPToolCallSession, close_multiple_mcp_toolcall_sessions


def get_mcp_tools(mcp_servers: list[MCPServer], timeout: float | int = 10) -> tuple[dict, str]:
results = {}
tool_call_sessions = []
try:
for mcp_server in mcp_servers:
server_key = mcp_server.id

cached_tools = mcp_server.variables.get("tools", {})

tool_call_session = MCPToolCallSession(mcp_server, mcp_server.variables)
tool_call_sessions.append(tool_call_session)

try:
tools = tool_call_session.get_tools(timeout)
except Exception:
tools = []

results[server_key] = []
for tool in tools:
tool_dict = tool.model_dump()
cached_tool = cached_tools.get(tool_dict["name"], {})

tool_dict["enabled"] = cached_tool.get("enabled", True)
results[server_key].append(tool_dict)

# PERF: blocking call to close sessions — consider moving to background thread or task queue
close_multiple_mcp_toolcall_sessions(tool_call_sessions)
return results, ""
except Exception as e:
return {}, str(e)

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