一、MCP配置前期准备

（一）创建个人令牌/群组令牌

我这里是创建个人令牌，去到首页左上角，点击头像——>偏好设置——>访问令牌——>添加新令牌

（二）配置mcp信息

去到魔塔社区，点击mcp广场，然后搜索gitlab，把刚刚生成的个人令牌粘贴进去

这里的url如果是你自己部署的话，就替换前面的域名即可，比如https://gitlab.com/api/v4就换成http://ip:端口/api/v4，配置完后就会生成对应的sse配置信息

二、Claude Code SDK 配置

这里有一个巨巨巨巨巨坑，正常我们在终端使用claude的时候，偶尔会弹出让你是否确认创建某个文件夹或者其他的操作等信息，如下：

这是cc的一个权限机制，在claude code的文档里面也有提到：

更详细的可以看这篇文章：Claude Code权限模式详解：Default、AcceptEdits、Plan、BypassPermissions四种模式 - 博客 - Hrefgo AI

（一）代码示例

import asyncio
import os
import tracebackfrom datetime import datetime, timedeltafrom claude_code_sdk import ClaudeSDKClient, ClaudeCodeOptions
from claude_code_sdk.types import (ResultMessage, AssistantMessage, TextBlock,ToolUseBlock, ToolResultBlock
)
from claude_code_sdk._errors import CLIConnectionErroros.environ["ANTHROPIC_API_KEY"] = "你的api key"
os.environ["ANTHROPIC_BASE_URL"] = "https://api.moonshot.cn/anthropic"async def chat():"""Claude Code 聊天助手（每次请求独立客户端，避免流冲突）"""client = Noneresponses = []try:# 每次请求都创建新客户端（避免复用导致的流冲突）mcp_servers = {"mcp-gitlab-server": {"type": "sse","url": "你在魔塔生成的url"}}options = ClaudeCodeOptions(cwd=".",permission_mode="bypassPermissions",  # 绕过权限(!很重要，不然执行不了)mcp_servers=mcp_servers)client = ClaudeSDKClient(options=options)# 连接await client.connect()prompt = "使用mcp-gitlab-server这个mcp工具帮我在gitlab仓库中创建一个名为camel_test的项目"await client.query(prompt, session_id="123456")try:async for message in client.receive_messages():if isinstance(message, AssistantMessage):for block in message.content:if isinstance(block, TextBlock):responses.append({"role": "assistant","content": block.text.strip(),"type": "text"})print({"role": "assistant","content": block.text.strip(),"type": "text"})elif isinstance(block, ToolUseBlock):responses.append({"role": "assistant","content": f"使用工具: {block.name}","type": "tool","metadata": {"tool_name": block.name, "parameters": block.input}})print({"role": "assistant","content": f"使用工具: {block.name}","type": "tool","metadata": {"tool_name": block.name, "parameters": block.input}})elif isinstance(message, ToolResultBlock):status = "成功" if not message.is_error else "失败"responses.append({"role": "system","content": f"工具执行{status}: {message.content}","type": "tool_result","metadata": {"is_error": message.is_error, "tool_use_id": message.tool_use_id}})print({"role": "system","content": f"工具执行{status}: {message.content}","type": "tool_result","metadata": {"is_error": message.is_error, "tool_use_id": message.tool_use_id}})elif isinstance(message, ResultMessage):responses.append({"role": "system","content": "本轮响应结束","type": "result","metadata": {"input_tokens": message.usage.get("input_tokens"),"output_tokens": message.usage.get("output_tokens"),"cost_usd": message.total_cost_usd,"duration_ms": message.duration_ms}})print({"role": "system","content": "本轮响应结束","type": "result","metadata": {"input_tokens": message.usage.get("input_tokens"),"output_tokens": message.usage.get("output_tokens"),"cost_usd": message.total_cost_usd,"duration_ms": message.duration_ms}})break  # 结束接收except Exception as e:if "another coroutine is already waiting" in str(e):print("流读取冲突：可能客户端被复用或并发调用")raiseexcept CLIConnectionError:raise Exception("无法连接到 Claude 服务，请检查网络或 API 密钥配置")except Exception as e:print(f"聊天请求失败: {e}")traceback.print_exc()raise Exception(f"内部错误: {str(e)}")finally:# 确保关闭客户端if client:try:await client.disconnect()except:pass  # 忽略关闭时的异常return responsesif __name__ == "__main__":# 生产环境建议使用 gunicorn + uvicorn 部署start_time = datetime.now()asyncio.run(chat())print(f"总耗时: {(datetime.now() - start_time).total_seconds()} 秒")

（二）重要配置

options = ClaudeCodeOptions(cwd=".",permission_mode="bypassPermissions",  # 绕过权限(!很重要，不然执行不了)mcp_servers=mcp_servers)

（三）运行结果