|
| 1 | +import types |
| 2 | +from datetime import timedelta |
| 3 | +from typing import Any, Type |
| 4 | + |
| 5 | +import anyio |
| 6 | +import mcp |
| 7 | +from fastmcp import Client |
| 8 | +from fastmcp.client.client import CallToolResult, ProgressHandler |
| 9 | +from fastmcp.exceptions import ToolError |
| 10 | +from fastmcp.mcp_config import MCPConfig |
| 11 | + |
| 12 | +from askui.chat.api.mcp_configs.service import McpConfigService |
| 13 | +from askui.chat.api.models import WorkspaceId |
| 14 | + |
| 15 | +McpServerName = str |
| 16 | + |
| 17 | + |
| 18 | +class McpServerConnectionError(Exception): |
| 19 | + """Exception raised when a MCP server connection fails.""" |
| 20 | + |
| 21 | + def __init__(self, mcp_server_name: McpServerName, error: Exception): |
| 22 | + super().__init__(f"Failed to connect to MCP server: {mcp_server_name}: {error}") |
| 23 | + self.mcp_server_name = mcp_server_name |
| 24 | + self.error = error |
| 25 | + |
| 26 | + |
| 27 | +class McpClientManager: |
| 28 | + def __init__( |
| 29 | + self, mcp_clients: dict[McpServerName, Client[Any]] | None = None |
| 30 | + ) -> None: |
| 31 | + self._mcp_clients = mcp_clients or {} |
| 32 | + self._tools: dict[McpServerName, list[mcp.types.Tool]] = {} |
| 33 | + |
| 34 | + @classmethod |
| 35 | + def from_config(cls, mcp_config: MCPConfig) -> "McpClientManager": |
| 36 | + mcp_clients: dict[McpServerName, Client[Any]] = { |
| 37 | + mcp_server_name: Client(mcp_server_config.to_transport()) |
| 38 | + for mcp_server_name, mcp_server_config in mcp_config.mcpServers.items() |
| 39 | + } |
| 40 | + return cls(mcp_clients) |
| 41 | + |
| 42 | + async def connect(self) -> "McpClientManager": |
| 43 | + for mcp_server_name, mcp_client in self._mcp_clients.items(): |
| 44 | + try: |
| 45 | + await mcp_client._connect() # noqa: SLF001 |
| 46 | + except Exception as e: # noqa: PERF203 |
| 47 | + raise McpServerConnectionError(mcp_server_name, e) from e |
| 48 | + return self |
| 49 | + |
| 50 | + async def disconnect(self, force: bool = False) -> None: |
| 51 | + for mcp_client in self._mcp_clients.values(): |
| 52 | + if mcp_client.is_connected(): |
| 53 | + await mcp_client._disconnect(force) # noqa: SLF001 |
| 54 | + |
| 55 | + async def list_tools( |
| 56 | + self, |
| 57 | + ) -> list[mcp.types.Tool]: |
| 58 | + tools: list[mcp.types.Tool] = [] |
| 59 | + for mcp_server_name, mcp_client in self._mcp_clients.items(): |
| 60 | + if mcp_server_name not in self._tools: |
| 61 | + self._tools[mcp_server_name] = await mcp_client.list_tools() |
| 62 | + tools.extend(self._tools[mcp_server_name]) |
| 63 | + return tools |
| 64 | + |
| 65 | + async def call_tool( |
| 66 | + self, |
| 67 | + name: str, |
| 68 | + arguments: dict[str, Any] | None = None, |
| 69 | + timeout: timedelta | float | None = None, # noqa: ASYNC109 |
| 70 | + progress_handler: ProgressHandler | None = None, |
| 71 | + raise_on_error: bool = True, |
| 72 | + ) -> CallToolResult: |
| 73 | + for mcp_server_name, tools in self._tools.items(): # Make lookup faster |
| 74 | + for tool in tools: |
| 75 | + if tool.name == name: |
| 76 | + return await self._mcp_clients[mcp_server_name].call_tool( |
| 77 | + name, |
| 78 | + arguments, |
| 79 | + timeout, |
| 80 | + progress_handler, |
| 81 | + raise_on_error, |
| 82 | + ) |
| 83 | + error_msg = f"Unknown tool: {name}" |
| 84 | + if raise_on_error: |
| 85 | + raise ToolError(error_msg) |
| 86 | + return CallToolResult( |
| 87 | + content=[mcp.types.TextContent(type="text", text=error_msg)], |
| 88 | + structured_content=None, |
| 89 | + data=None, |
| 90 | + is_error=True, |
| 91 | + ) |
| 92 | + |
| 93 | + async def __aenter__(self) -> "McpClientManager": |
| 94 | + return await self.connect() |
| 95 | + |
| 96 | + async def __aexit__( |
| 97 | + self, |
| 98 | + exc_type: Type[BaseException] | None, |
| 99 | + exc_value: BaseException | None, |
| 100 | + traceback: types.TracebackType | None, |
| 101 | + ) -> None: |
| 102 | + await self.disconnect() |
| 103 | + |
| 104 | + |
| 105 | +McpClientManagerKey = str |
| 106 | + |
| 107 | + |
| 108 | +class McpClientManagerManager: |
| 109 | + _mcp_client_managers: dict[McpClientManagerKey, McpClientManager | None] = {} |
| 110 | + _lock: anyio.Lock = anyio.Lock() |
| 111 | + |
| 112 | + def __init__(self, mcp_config_service: McpConfigService) -> None: |
| 113 | + self._mcp_config_service = mcp_config_service |
| 114 | + |
| 115 | + async def get_mcp_client_manager( |
| 116 | + self, workspace_id: WorkspaceId | None |
| 117 | + ) -> McpClientManager | None: |
| 118 | + key: McpClientManagerKey = ( |
| 119 | + f"workspace_{workspace_id}" if workspace_id else "global" |
| 120 | + ) |
| 121 | + if key in McpClientManagerManager._mcp_client_managers: |
| 122 | + return McpClientManagerManager._mcp_client_managers[key] |
| 123 | + |
| 124 | + fast_mcp_config = self._mcp_config_service.retrieve_fast_mcp_config( |
| 125 | + workspace_id |
| 126 | + ) |
| 127 | + if not fast_mcp_config: |
| 128 | + McpClientManagerManager._mcp_client_managers[key] = None |
| 129 | + return None |
| 130 | + |
| 131 | + async with McpClientManagerManager._lock: |
| 132 | + if key not in McpClientManagerManager._mcp_client_managers: |
| 133 | + try: |
| 134 | + mcp_client_manager = McpClientManager.from_config(fast_mcp_config) |
| 135 | + McpClientManagerManager._mcp_client_managers[key] = ( |
| 136 | + mcp_client_manager |
| 137 | + ) |
| 138 | + await mcp_client_manager.connect() |
| 139 | + except Exception: |
| 140 | + if key in McpClientManagerManager._mcp_client_managers: |
| 141 | + if ( |
| 142 | + _mcp_client_manager |
| 143 | + := McpClientManagerManager._mcp_client_managers[key] |
| 144 | + ): |
| 145 | + await _mcp_client_manager.disconnect(force=True) |
| 146 | + del McpClientManagerManager._mcp_client_managers[key] |
| 147 | + raise |
| 148 | + return McpClientManagerManager._mcp_client_managers[key] |
| 149 | + |
| 150 | + async def disconnect_all(self, force: bool = False) -> None: |
| 151 | + async with McpClientManagerManager._lock: |
| 152 | + for ( |
| 153 | + mcp_client_manager |
| 154 | + ) in McpClientManagerManager._mcp_client_managers.values(): |
| 155 | + if mcp_client_manager: |
| 156 | + await mcp_client_manager.disconnect(force) |
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