Feat: add MCP dashboard functionalities list_tools and test_tool (#8505)

### What problem does this PR solve?

Add MCP dashboard functionalities list_tools and test_tool.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)

api/apps/mcp_server_app.py

@@ -8,7 +8,8 @@ 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.web_utils import safe_json_parse
+from api.utils.web_utils import get_float, safe_json_parse
+from mcp_client.mcp_tool_call import MCPToolCallSession, close_multiple_mcp_toolcall_sessions
 
 
 @manager.route("/list", methods=["POST"])  # noqa: F821
@@ -95,8 +96,13 @@ def update() -> Response:
     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.")
 
-    req["headers"] = safe_json_parse(req.get("headers", {}))
-    req["variables"] = safe_json_parse(req.get("variables", {}))
+    mcp_id = req.get("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}")
+
+    req["headers"] = safe_json_parse(req.get("headers", mcp_server.headers))
+    req["variables"] = safe_json_parse(req.get("variables", mcp_server.variables))
 
     try:
         req["tenant_id"] = current_user.id
@@ -212,3 +218,69 @@ def export_multiple() -> Response:
         return get_json_result(data={"mcpServers": exported_servers})
     except Exception as e:
         return server_error_response(e)
+
+
+@manager.route("/list_tools", methods=["POST"])  # noqa: F821
+@login_required
+@validate_request("mcp_ids")
+def list_tools() -> Response:
+    req = request.get_json()
+    mcp_ids = req.get("mcp_ids", [])
+    if not mcp_ids:
+        return get_data_error_result(message="No MCP server IDs provided.")
+
+    timeout = get_float(req, "timeout", 10)
+
+    results = {}
+    tool_call_sessions = []
+    try:
+        for mcp_id in mcp_ids:
+            e, mcp_server = MCPServerService.get_by_id(mcp_id)
+
+            if e and mcp_server.tenant_id == current_user.id:
+                server_key = mcp_server.id
+
+                tool_call_session = MCPToolCallSession(mcp_server, mcp_server.variables)
+                tool_call_sessions.append(tool_call_session)
+                tools = tool_call_session.get_tools(timeout)
+
+                results[server_key] = [tool.model_dump() for tool in tools]
+
+        # 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)
+
+
+@manager.route("/test_tool", methods=["POST"])  # noqa: F821
+@login_required
+@validate_request("mcp_id", "tool_name", "arguments")
+def test_tool() -> Response:
+    req = request.get_json()
+    mcp_id = req.get("mcp_id", "")
+    if not mcp_id:
+        return get_data_error_result(message="No MCP server ID provided.")
+
+    timeout = get_float(req, "timeout", 10)
+
+    tool_name = req.get("tool_name", "")
+    arguments = req.get("arguments", {})
+    if not all([tool_name, arguments]):
+        return get_data_error_result(message="Require provide tool name and arguments.")
+
+    tool_call_sessions = []
+    try:
+        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}")
+
+        tool_call_session = MCPToolCallSession(mcp_server, mcp_server.variables)
+        tool_call_sessions.append(tool_call_session)
+        result = tool_call_session.tool_call(tool_name, arguments, timeout)
+
+        # 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=result)
+    except Exception as e:
+        return server_error_response(e)

api/ragflow_server.py

@@ -19,6 +19,7 @@
 # beartype_all(conf=BeartypeConf(violation_type=UserWarning))    # <-- emit warnings from all code
 
 from api.utils.log_utils import init_root_logger
+from mcp_client.mcp_tool_call import shutdown_all_mcp_sessions
 from plugin import GlobalPluginManager
 init_root_logger("ragflow_server")
 
@@ -66,6 +67,7 @@ def update_progress():
 
 def signal_handler(sig, frame):
     logging.info("Received interrupt signal, shutting down...")
+    shutdown_all_mcp_sessions()
     stop_event.set()
     time.sleep(1)
     sys.exit(0)

api/utils/web_utils.py

@@ -14,28 +14,28 @@
 #  limitations under the License.
 #
 
+import base64
+import ipaddress
+import json
 import re
 import socket
 from urllib.parse import urlparse
-import ipaddress
-import json
-import base64
 
 from selenium import webdriver
+from selenium.common.exceptions import TimeoutException
 from selenium.webdriver.chrome.options import Options
 from selenium.webdriver.chrome.service import Service
-from selenium.common.exceptions import TimeoutException
-from selenium.webdriver.support.ui import WebDriverWait
-from selenium.webdriver.support.expected_conditions import staleness_of
-from webdriver_manager.chrome import ChromeDriverManager
 from selenium.webdriver.common.by import By
+from selenium.webdriver.support.expected_conditions import staleness_of
+from selenium.webdriver.support.ui import WebDriverWait
+from webdriver_manager.chrome import ChromeDriverManager
 
 
 def html2pdf(
-        source: str,
-        timeout: int = 2,
-        install_driver: bool = True,
-        print_options: dict = {},
+    source: str,
+    timeout: int = 2,
+    install_driver: bool = True,
+    print_options: dict = {},
 ):
     result = __get_pdf_from_html(source, timeout, install_driver, print_options)
     return result
@@ -53,12 +53,7 @@ def __send_devtools(driver, cmd, params={}):
     return response.get("value")
 
 
-def __get_pdf_from_html(
-        path: str,
-        timeout: int,
-        install_driver: bool,
-        print_options: dict
-):
+def __get_pdf_from_html(path: str, timeout: int, install_driver: bool, print_options: dict):
     webdriver_options = Options()
     webdriver_prefs = {}
     webdriver_options.add_argument("--headless")
@@ -78,9 +73,7 @@ def __get_pdf_from_html(
     driver.get(path)
 
     try:
-        WebDriverWait(driver, timeout).until(
-            staleness_of(driver.find_element(by=By.TAG_NAME, value="html"))
-        )
+        WebDriverWait(driver, timeout).until(staleness_of(driver.find_element(by=By.TAG_NAME, value="html")))
     except TimeoutException:
         calculated_print_options = {
             "landscape": False,
@@ -89,8 +82,7 @@ def __get_pdf_from_html(
             "preferCSSPageSize": True,
         }
         calculated_print_options.update(print_options)
-        result = __send_devtools(
-            driver, "Page.printToPDF", calculated_print_options)
+        result = __send_devtools(driver, "Page.printToPDF", calculated_print_options)
         driver.quit()
         return base64.b64decode(result["data"])
 
@@ -102,6 +94,7 @@ def is_private_ip(ip: str) -> bool:
     except ValueError:
         return False
 
+
 def is_valid_url(url: str) -> bool:
     if not re.match(r"(https?)://[-A-Za-z0-9+&@#/%?=~_|!:,.;]+[-A-Za-z0-9+&@#/%=~_|]", url):
         return False
@@ -127,3 +120,10 @@ def safe_json_parse(data: str | dict) -> dict:
     except (json.JSONDecodeError, TypeError):
         return {}
 
+
+def get_float(req: dict, key: str, default: float | int = 10.0) -> float:
+    try:
+        parsed = float(req.get(key, default))
+        return parsed if parsed > 0 else default
+    except (TypeError, ValueError):
+        return default

mcp_client/mcp_tool_call.py

@@ -1,45 +1,43 @@
 import asyncio
-from concurrent.futures import ThreadPoolExecutor
 import logging
+import threading
+import weakref
+from concurrent.futures import ThreadPoolExecutor
 from string import Template
 from typing import Any, Literal
+
 from typing_extensions import override
 
+from api.db import MCPServerType
 from mcp.client.session import ClientSession
 from mcp.client.sse import sse_client
 from mcp.client.streamable_http import streamablehttp_client
 from mcp.types import CallToolResult, ListToolsResult, TextContent, Tool
-
-from api.db import MCPServerType
 from rag.llm.chat_model import ToolCallSession
 
-
-MCPTaskType = Literal["list_tools", "tool_call", "stop"]
+MCPTaskType = Literal["list_tools", "tool_call"]
 MCPTask = tuple[MCPTaskType, dict[str, Any], asyncio.Queue[Any]]
 
 
 class MCPToolCallSession(ToolCallSession):
-    _EVENT_LOOP = asyncio.new_event_loop()
-    _THREAD_POOL = ThreadPoolExecutor(max_workers=1)
-
-    _mcp_server: Any
-    _server_variables: dict[str, Any]
-    _queue: asyncio.Queue[MCPTask]
-    _stop = False
-
-    @classmethod
-    def _init_thread_pool(cls) -> None:
-        cls._THREAD_POOL.submit(cls._EVENT_LOOP.run_forever)
+    _ALL_INSTANCES: weakref.WeakSet["MCPToolCallSession"] = weakref.WeakSet()
 
     def __init__(self, mcp_server: Any, server_variables: dict[str, Any] | None = None) -> None:
+        self.__class__._ALL_INSTANCES.add(self)
+
         self._mcp_server = mcp_server
         self._server_variables = server_variables or {}
         self._queue = asyncio.Queue()
+        self._close = False
 
-        asyncio.run_coroutine_threadsafe(self._mcp_server_loop(), MCPToolCallSession._EVENT_LOOP)
+        self._event_loop = asyncio.new_event_loop()
+        self._thread_pool = ThreadPoolExecutor(max_workers=1)
+        self._thread_pool.submit(self._event_loop.run_forever)
+
+        asyncio.run_coroutine_threadsafe(self._mcp_server_loop(), self._event_loop)
 
     async def _mcp_server_loop(self) -> None:
-        url = self._mcp_server.url
+        url = self._mcp_server.url.strip()
         raw_headers: dict[str, str] = self._mcp_server.headers or {}
         headers: dict[str, str] = {}
 
@@ -48,45 +46,62 @@ class MCPToolCallSession(ToolCallSession):
             nv = Template(v).safe_substitute(self._server_variables)
             headers[nh] = nv
 
-        _streams_source: Any
-
         if self._mcp_server.server_type == MCPServerType.SSE:
-            _streams_source = sse_client(url, headers)
-        elif self._mcp_server.server_type == MCPServerType.StreamableHttp:
-            _streams_source = streamablehttp_client(url, headers)
+            # SSE transport
+            async with sse_client(url, headers) as stream:
+                async with ClientSession(*stream) as client_session:
+                    try:
+                        await asyncio.wait_for(client_session.initialize(), timeout=5)
+                        logging.info("client_session initialized successfully")
+                    except asyncio.TimeoutError:
+                        logging.error(f"Timeout initializing client_session for server {self._mcp_server.id}")
+                        return
+                    await self._process_mcp_tasks(client_session)
+
+        elif self._mcp_server.server_type == MCPServerType.STREAMABLE_HTTP:
+            # Streamable HTTP transport
+            async with streamablehttp_client(url, headers) as (read_stream, write_stream, _):
+                async with ClientSession(read_stream, write_stream) as client_session:
+                    try:
+                        await asyncio.wait_for(client_session.initialize(), timeout=5)
+                        logging.info("client_session initialized successfully")
+                    except asyncio.TimeoutError:
+                        logging.error(f"Timeout initializing client_session for server {self._mcp_server.id}")
+                        return
+                    await asyncio.wait_for(client_session.initialize(), timeout=5)
+                    await self._process_mcp_tasks(client_session)
         else:
             raise ValueError(f"Unsupported MCP server type {self._mcp_server.server_type} id {self._mcp_server.id}")
 
-        async with _streams_source as streams:
-            async with ClientSession(*streams) as client_session:
-                await client_session.initialize()
+    async def _process_mcp_tasks(self, client_session: ClientSession) -> None:
+        while not self._close:
+            try:
+                mcp_task, arguments, result_queue = await asyncio.wait_for(self._queue.get(), timeout=1)
+            except asyncio.TimeoutError:
+                continue
 
-                while not self._stop:
-                    mcp_task, arguments, result_queue = await self._queue.get()
-                    logging.debug(f"Got MCP task {mcp_task} arguments {arguments}")
+            logging.debug(f"Got MCP task {mcp_task} arguments {arguments}")
 
-                    r: Any
+            r: Any = None
+            try:
+                if mcp_task == "list_tools":
+                    r = await client_session.list_tools()
+                elif mcp_task == "tool_call":
+                    r = await client_session.call_tool(**arguments)
+                else:
+                    r = ValueError(f"Unknown MCP task {mcp_task}")
+            except Exception as e:
+                r = e
 
-                    try:
-                        if mcp_task == "list_tools":
-                            r = await client_session.list_tools()
-                        elif mcp_task == "tool_call":
-                            r = await client_session.call_tool(**arguments)
-                        elif mcp_task == "stop":
-                            logging.debug(f"Shutting down MCPToolCallSession for server {self._mcp_server.id}")
-                            self._stop = True
-                            continue
-                        else:
-                            r = ValueError(f"MCPToolCallSession for server {self._mcp_server.id} received an unknown task {mcp_task}")
-                    except Exception as e:
-                        r = e
+            await result_queue.put(r)
 
-                    await result_queue.put(r)
-
-    async def _call_mcp_server(self, task_type: MCPTaskType, **kwargs) -> Any:
+    async def _call_mcp_server(self, task_type: MCPTaskType, timeout: float = 8, **kwargs) -> Any:
         results = asyncio.Queue()
         await self._queue.put((task_type, kwargs, results))
-        result: CallToolResult | Exception = await results.get()
+        try:
+            result: CallToolResult | Exception = await asyncio.wait_for(results.get(), timeout=timeout)
+        except asyncio.TimeoutError:
+            raise TimeoutError(f"MCP task '{task_type}' timeout after {timeout}s")
 
         if isinstance(result, Exception):
             raise result
@@ -106,32 +121,84 @@ class MCPToolCallSession(ToolCallSession):
             return f"Unsupported content type {type(result.content)}"
 
     async def _get_tools_from_mcp_server(self) -> list[Tool]:
-        # For now we only fetch the first page of tools
         result: ListToolsResult = await self._call_mcp_server("list_tools")
         return result.tools
 
-    def get_tools(self) -> list[Tool]:
-        return asyncio.run_coroutine_threadsafe(self._get_tools_from_mcp_server(), MCPToolCallSession._EVENT_LOOP).result()
+    def get_tools(self, timeout: float = 10) -> list[Tool]:
+        future = asyncio.run_coroutine_threadsafe(self._get_tools_from_mcp_server(), self._event_loop)
+        try:
+            return future.result(timeout=timeout)
+        except TimeoutError:
+            logging.error(f"Timeout when fetching tools from MCP server: {self._mcp_server.id}")
+            return []
+        except Exception:
+            logging.exception(f"Error fetching tools from MCP server: {self._mcp_server.id}")
+            return []
 
     @override
-    def tool_call(self, name: str, arguments: dict[str, Any]) -> str:
-        return asyncio.run_coroutine_threadsafe(self._call_mcp_tool(name, arguments), MCPToolCallSession._EVENT_LOOP).result()
+    def tool_call(self, name: str, arguments: dict[str, Any], timeout: float = 10) -> str:
+        future = asyncio.run_coroutine_threadsafe(self._call_mcp_tool(name, arguments), self._event_loop)
+        try:
+            return future.result(timeout=timeout)
+        except TimeoutError as te:
+            logging.error(f"Timeout calling tool '{name}' on MCP server: {self._mcp_server.id}")
+            return f"Timeout calling tool '{name}': {te}."
+        except Exception as e:
+            logging.exception(f"Error calling tool '{name}' on MCP server: {self._mcp_server.id}")
+            return f"Error calling tool '{name}': {e}."
 
     async def close(self) -> None:
-        await self._call_mcp_server("stop")
+        if self._close:
+            return
 
-    def close_sync(self) -> None:
-        asyncio.run_coroutine_threadsafe(self.close(), MCPToolCallSession._EVENT_LOOP).result()
+        self._close = True
+        self._event_loop.call_soon_threadsafe(self._event_loop.stop)
+        self._thread_pool.shutdown(wait=True)
+        self.__class__._ALL_INSTANCES.discard(self)
 
+    def close_sync(self, timeout: float = 5) -> None:
+        if not self._event_loop.is_running():
+            logging.warning(f"Event loop already stopped for {self._mcp_server.id}")
+            return
 
-MCPToolCallSession._init_thread_pool()
+        future = asyncio.run_coroutine_threadsafe(self.close(), self._event_loop)
+        try:
+            future.result(timeout=timeout)
+        except TimeoutError:
+            logging.error(f"Timeout while closing session for server {self._mcp_server.id}")
+        except Exception:
+            logging.exception(f"Unexpected error during close_sync for {self._mcp_server.id}")
 
 
 def close_multiple_mcp_toolcall_sessions(sessions: list[MCPToolCallSession]) -> None:
-    async def _gather() -> None:
-        await asyncio.gather(*[s.close() for s in sessions], return_exceptions=True)
+    logging.info(f"Want to clean up {len(sessions)} MCP sessions")
 
-    asyncio.run_coroutine_threadsafe(_gather(), MCPToolCallSession._EVENT_LOOP).result()
+    async def _gather_and_stop() -> None:
+        try:
+            await asyncio.gather(*[s.close() for s in sessions if s is not None], return_exceptions=True)
+        finally:
+            loop.call_soon_threadsafe(loop.stop)
+
+    loop = asyncio.new_event_loop()
+    thread = threading.Thread(target=loop.run_forever, daemon=True)
+    thread.start()
+
+    asyncio.run_coroutine_threadsafe(_gather_and_stop(), loop).result()
+
+    thread.join()
+    logging.info(f"{len(sessions)} MCP sessions has been cleaned up. {len(list(MCPToolCallSession._ALL_INSTANCES))} in global context.")
+
+
+def shutdown_all_mcp_sessions():
+    """Gracefully shutdown all active MCPToolCallSession instances."""
+    sessions = list(MCPToolCallSession._ALL_INSTANCES)
+    if not sessions:
+        logging.info("No MCPToolCallSession instances to close.")
+        return
+
+    logging.info(f"Shutting down {len(sessions)} MCPToolCallSession instances...")
+    close_multiple_mcp_toolcall_sessions(sessions)
+    logging.info("All MCPToolCallSession instances have been closed.")
 
 
 def mcp_tool_metadata_to_openai_tool(mcp_tool: Tool) -> dict[str, Any]: