mirror of
https://github.com/xinnan-tech/xiaozhi-esp32-server.git
synced 2026-07-22 07:03:53 +08:00
@@ -10,6 +10,7 @@ import threading
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import traceback
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import subprocess
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import websockets
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from core.handle.mcpHandle import call_mcp_tool
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from core.utils.util import (
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extract_json_from_string,
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check_vad_update,
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@@ -145,6 +146,8 @@ class ConnectionHandler:
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) # 在原来第一道关闭的基础上加60秒,进行二道关闭
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self.audio_format = "opus"
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# {"mcp":true} 表示启用MCP功能
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self.features = None
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async def handle_connection(self, ws):
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try:
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@@ -578,6 +581,12 @@ class ConnectionHandler:
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functions = None
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if self.intent_type == "function_call" and hasattr(self, "func_handler"):
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functions = self.func_handler.get_functions()
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if self.mcp_client is not None:
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mcp_tools = self.mcp_client.get_available_tools()
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if mcp_tools is not None and len(mcp_tools) > 0:
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if functions is None:
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functions = []
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functions.extend(mcp_tools)
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response_message = []
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try:
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@@ -698,6 +707,14 @@ class ConnectionHandler:
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# 处理MCP工具调用
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if self.mcp_manager.is_mcp_tool(function_name):
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result = self._handle_mcp_tool_call(function_call_data)
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elif self.mcp_client is not None and self.mcp_client.has_tool(function_name):
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# 如果是MCP工具调用
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self.logger.bind(tag=TAG).debug(
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f"调用MCP工具: {function_name}, 参数: {function_arguments}"
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)
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result = asyncio.run_coroutine_threadsafe(call_mcp_tool(self, self.mcp_client, function_name, function_arguments), self.loop).result()
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self.logger.bind(tag=TAG).debug(f"MCP工具调用结果: {result}")
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result = ActionResponse(action=Action.REQLLM, result=result, response="")
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else:
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# 处理系统函数
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result = self.func_handler.handle_llm_function_call(
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@@ -4,6 +4,7 @@ import json
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import random
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import shutil
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import asyncio
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from core.handle.mcpHandle import MCPClient, send_mcp_initialize_message, send_mcp_tools_list_request
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from core.handle.sendAudioHandle import send_stt_message
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from core.utils.util import remove_punctuation_and_length
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from core.providers.tts.dto.dto import ContentType, InterfaceType
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@@ -31,6 +32,17 @@ async def handleHelloMessage(conn, msg_json):
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if conn.asr is not None:
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conn.asr.set_audio_format(format)
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conn.welcome_msg["audio_params"] = audio_params
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features = msg_json.get("features")
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if features:
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conn.logger.bind(tag=TAG).info(f"客户端特性: {features}")
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conn.features = features
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if features.get("mcp"):
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conn.logger.bind(tag=TAG).info("客户端支持MCP")
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conn.mcp_client = MCPClient()
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# 发送初始化
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asyncio.create_task(send_mcp_initialize_message(conn))
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# 发送mcp消息,获取tools列表
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asyncio.create_task(send_mcp_tools_list_request(conn))
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await conn.websocket.send(json.dumps(conn.welcome_msg))
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@@ -0,0 +1,277 @@
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import json
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import asyncio
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from concurrent.futures import Future
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TAG = __name__
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class MCPClient:
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"""MCPClient,用于管理MCP状态和工具"""
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def __init__(self):
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self.tools = []
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self.ready = False
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self.call_results = {} # To store Futures for tool call responses
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self.next_id = 1
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self.lock = asyncio.Lock()
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async def has_tool(self, name: str) -> bool:
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async with self.lock:
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for tool in self.tools:
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if tool["name"] == name:
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return True
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return False
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def get_available_tools(self) -> list:
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# async with self.lock:
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result = []
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for tool in self.tools:
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function_def = {
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"name": tool["name"],
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"description": tool["description"],
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"parameters": {
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"type": tool["inputSchema"].get("type", "object"),
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"properties": tool["inputSchema"].get("properties", {}),
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"required": tool["inputSchema"].get("required", [])
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}
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}
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result.append({"type": "function", "function": function_def})
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return result
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async def is_ready(self) -> bool:
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async with self.lock:
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return self.ready
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async def set_ready(self, status: bool):
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async with self.lock:
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self.ready = status
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async def add_tool(self, tool_data: dict):
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async with self.lock:
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self.tools.append(tool_data)
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async def get_next_id(self) -> int:
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async with self.lock:
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current_id = self.next_id
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self.next_id += 1
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return current_id
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async def register_call_result_future(self, id: int, future: Future):
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async with self.lock:
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self.call_results[id] = future
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async def resolve_call_result(self, id: int, result: any):
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async with self.lock:
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if id in self.call_results:
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future = self.call_results.pop(id)
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if not future.done():
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future.set_result(result)
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async def reject_call_result(self, id: int, exception: Exception):
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async with self.lock:
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if id in self.call_results:
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future = self.call_results.pop(id)
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if not future.done():
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future.set_exception(exception)
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async def cleanup_call_result(self, id: int):
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async with self.lock:
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if id in self.call_results:
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self.call_results.pop(id)
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async def send_mcp_message(conn, payload: dict):
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"""Helper to send MCP messages, encapsulating common logic."""
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if not conn.features.get("mcp"):
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conn.logger.bind(tag=TAG).warning("客户端不支持MCP,无法发送MCP消息")
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return
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message = json.dumps({
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"type": "mcp",
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"payload": payload
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})
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try:
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await conn.websocket.send(message)
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conn.logger.bind(tag=TAG).info(f"成功发送MCP消息: {message}")
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except Exception as e:
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conn.logger.bind(tag=TAG).error(f"发送MCP消息失败: {e}")
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async def handle_mcp_message(conn, mcp_client: MCPClient, payload: dict):
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"""处理MCP消息,包括初始化、工具列表和工具调用响应等"""
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conn.logger.bind(tag=TAG).info(f"处理MCP消息: {payload}")
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if not isinstance(payload, dict):
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conn.logger.bind(tag=TAG).error("MCP消息缺少payload字段或格式错误")
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return
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# Handle result
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if "result" in payload:
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result = payload["result"]
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msg_id = int(payload.get("id", 0))
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# Check for tool call response first
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if msg_id in mcp_client.call_results:
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conn.logger.bind(tag=TAG).debug(f"收到工具调用响应,ID: {msg_id}, 结果: {result}")
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await mcp_client.resolve_call_result(msg_id, result)
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return
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if msg_id == 1: # mcpInitializeID
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conn.logger.bind(tag=TAG).debug("收到MCP初始化响应")
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server_info = result.get("serverInfo")
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if isinstance(server_info, dict):
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name = server_info.get("name")
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version = server_info.get("version")
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conn.logger.bind(tag=TAG).info(f"客户端MCP服务器信息: name={name}, version={version}")
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await send_mcp_tools_list_request(conn) # After initialization, request tool list
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return
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elif msg_id == 2: # mcpToolsListID
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conn.logger.bind(tag=TAG).debug("收到MCP工具列表响应")
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if isinstance(result, dict) and "tools" in result:
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tools_data = result["tools"]
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if not isinstance(tools_data, list):
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conn.logger.bind(tag=TAG).error("工具列表格式错误")
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return
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conn.logger.bind(tag=TAG).info(f"客户端设备支持的工具数量: {len(tools_data)}")
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for i, tool in enumerate(tools_data):
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if not isinstance(tool, dict):
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continue
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name = tool.get("name", "")
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description = tool.get("description", "")
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input_schema = {"type": "object", "properties": {}, "required": []}
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if "inputSchema" in tool and isinstance(tool["inputSchema"], dict):
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schema = tool["inputSchema"]
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input_schema["type"] = schema.get("type", "object")
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input_schema["properties"] = schema.get("properties", {})
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input_schema["required"] = [
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s for s in schema.get("required", []) if isinstance(s, str)
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]
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new_tool = {
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"name": name,
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"description": description,
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"inputSchema": input_schema,
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}
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await mcp_client.add_tool(new_tool)
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conn.logger.bind(tag=TAG).debug(f"客户端工具 #{i+1}: {name}")
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next_cursor = result.get("nextCursor", "")
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if next_cursor:
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conn.logger.bind(tag=TAG).info(f"有更多工具,nextCursor: {next_cursor}")
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await send_mcp_tools_list_continue_request(conn, next_cursor)
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else:
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await mcp_client.set_ready(True)
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conn.logger.bind(tag=TAG).info("所有工具已获取,MCP客户端准备就绪")
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tool_result = await call_mcp_tool(conn, mcp_client, "self.get_device_status", {})
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print(f"Tool call result: {tool_result}")
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return
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# Handle method calls (requests from the client)
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elif "method" in payload:
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method = payload["method"]
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conn.logger.bind(tag=TAG).info(f"收到MCP客户端请求: {method}")
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elif "error" in payload:
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error_data = payload["error"]
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error_msg = error_data.get("message", "未知错误")
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conn.logger.bind(tag=TAG).error(f"收到MCP错误响应: {error_msg}")
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msg_id = int(payload.get("id", 0))
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if msg_id in mcp_client.call_results:
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await mcp_client.reject_call_result(msg_id, Exception(f"MCP错误: {error_msg}"))
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# --- Outgoing MCP Messages ---
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async def send_mcp_initialize_message(conn):
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"""发送MCP初始化消息"""
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payload = {
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"jsonrpc": "2.0",
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"id": 1, # mcpInitializeID
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"method": "initialize",
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"params": {
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"protocolVersion": "2024-11-05",
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"capabilities": {
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"roots": {"listChanged": True},
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"sampling": {},
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},
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"clientInfo": {
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"name": "XiaozhiClient",
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"version": "1.0.0",
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},
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},
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}
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conn.logger.bind(tag=TAG).info("发送MCP初始化消息")
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await send_mcp_message(conn, payload)
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async def send_mcp_tools_list_request(conn):
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"""发送MCP工具列表请求"""
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payload = {
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"jsonrpc": "2.0",
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"id": 2, # mcpToolsListID
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"method": "tools/list",
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}
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conn.logger.bind(tag=TAG).debug("发送MCP工具列表请求")
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await send_mcp_message(conn, payload)
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async def send_mcp_tools_list_continue_request(conn, cursor: str):
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"""发送带有cursor的MCP工具列表请求"""
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payload = {
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"jsonrpc": "2.0",
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"id": 2, # mcpToolsListID (same ID for continuation)
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"method": "tools/list",
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"params": {"cursor": cursor},
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}
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conn.logger.bind(tag=TAG).info(f"发送带cursor的MCP工具列表请求: {cursor}")
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await send_mcp_message(conn, payload)
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async def call_mcp_tool(conn, mcp_client: MCPClient, tool_name: str, args: str = '{}', timeout: int = 30):
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"""
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调用指定的工具,并等待响应
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"""
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if not await mcp_client.is_ready():
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raise RuntimeError("MCP客户端尚未准备就绪")
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if not await mcp_client.has_tool(tool_name):
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raise ValueError(f"工具 {tool_name} 不存在")
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tool_call_id = await mcp_client.get_next_id()
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result_future = asyncio.Future()
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await mcp_client.register_call_result_future(tool_call_id, result_future)
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payload = {
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"jsonrpc": "2.0",
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"id": tool_call_id,
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"method": "tools/call",
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"params": {
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"name": tool_name,
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"arguments": json.loads(args) if isinstance(args, str) else args
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},
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}
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conn.logger.bind(tag=TAG).info(f"发送客户端mcp工具调用请求: {tool_name},参数: {args}")
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await send_mcp_message(conn, payload)
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|
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try:
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# Wait for response or timeout
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raw_result = await asyncio.wait_for(result_future, timeout=timeout)
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conn.logger.bind(tag=TAG).info(f"客户端mcp工具调用 {tool_name} 成功,原始结果: {raw_result}")
|
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|
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if isinstance(raw_result, dict):
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if raw_result.get("isError") is True:
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error_msg = raw_result.get("error", "工具调用返回错误,但未提供具体错误信息")
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raise RuntimeError(f"工具调用错误: {error_msg}")
|
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|
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content = raw_result.get("content")
|
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if isinstance(content, list) and len(content) > 0:
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if isinstance(content[0], dict) and "text" in content[0]:
|
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return content[0]["text"]
|
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return raw_result
|
||||
except asyncio.TimeoutError:
|
||||
await mcp_client.cleanup_call_result(tool_call_id)
|
||||
raise TimeoutError("工具调用请求超时")
|
||||
except Exception as e:
|
||||
await mcp_client.cleanup_call_result(tool_call_id)
|
||||
raise e
|
||||
@@ -1,6 +1,7 @@
|
||||
import json
|
||||
from core.handle.abortHandle import handleAbortMessage
|
||||
from core.handle.helloHandle import handleHelloMessage
|
||||
from core.handle.mcpHandle import handle_mcp_message
|
||||
from core.utils.util import remove_punctuation_and_length, filter_sensitive_info
|
||||
from core.handle.receiveAudioHandle import startToChat, handleAudioMessage
|
||||
from core.handle.sendAudioHandle import send_stt_message, send_tts_message
|
||||
@@ -73,6 +74,10 @@ async def handleTextMessage(conn, message):
|
||||
asyncio.create_task(handleIotDescriptors(conn, msg_json["descriptors"]))
|
||||
if "states" in msg_json:
|
||||
asyncio.create_task(handleIotStatus(conn, msg_json["states"]))
|
||||
elif msg_json["type"] == "mcp":
|
||||
conn.logger.bind(tag=TAG).info(f"收到mcp消息:{message}")
|
||||
if "payload" in msg_json:
|
||||
asyncio.create_task(handle_mcp_message(conn, conn.mcp_client, msg_json["payload"]))
|
||||
elif msg_json["type"] == "server":
|
||||
# 记录日志时过滤敏感信息
|
||||
conn.logger.bind(tag=TAG).info(
|
||||
@@ -152,5 +157,7 @@ async def handleTextMessage(conn, message):
|
||||
# 重启服务器
|
||||
elif msg_json["action"] == "restart":
|
||||
await conn.handle_restart(msg_json)
|
||||
else:
|
||||
conn.logger.bind(tag=TAG).error(f"收到未知类型消息:{message}")
|
||||
except json.JSONDecodeError:
|
||||
await conn.websocket.send(message)
|
||||
|
||||
@@ -102,11 +102,11 @@ handle_device_function_desc = {
|
||||
}
|
||||
|
||||
|
||||
@register_function(
|
||||
"handle_speaker_volume_or_screen_brightness",
|
||||
handle_device_function_desc,
|
||||
ToolType.IOT_CTL,
|
||||
)
|
||||
# @register_function(
|
||||
# "handle_speaker_volume_or_screen_brightness",
|
||||
# handle_device_function_desc,
|
||||
# ToolType.IOT_CTL,
|
||||
# )
|
||||
def handle_speaker_volume_or_screen_brightness(
|
||||
conn, device_type: str, action: str, value: int = None
|
||||
):
|
||||
|
||||
Reference in New Issue
Block a user