MCP Server for Tencent Cloud TKE
Project description
TKE MCP Server
腾讯云容器服务(TKE) Model Context Protocol (MCP) 服务器,提供标准化的TKE集群管理接口。
🚀 快速开始
环境要求
- Python 3.8+
- 腾讯云账号和API密钥
安装
# 克隆项目
git clone <repository-url>
cd tke-mcp
# 安装依赖(可选)
pip install tencentcloud-sdk-python # 生产环境
pip install model-context-protocol # MCP支持
配置
# 设置环境变量
export TENCENTCLOUD_SECRET_ID="your_secret_id"
export TENCENTCLOUD_SECRET_KEY="your_secret_key"
启动服务
# 直接运行
python3 -m mcp_server_tke
# 或使用启动脚本
python3 src/mcp_server_tke/server.py
🛠 功能特性
支持的工具
| 工具名称 | 功能描述 | 状态 |
|---|---|---|
create_cluster |
创建TKE集群 | ✅ |
delete_cluster |
删除TKE集群 | ✅ |
核心特性
- 🔌 MCP协议兼容: 符合Model Context Protocol标准
- 🛡️ 参数验证: 完整的输入参数验证和错误处理
- 🔄 模拟模式: 支持无SDK环境下的开发和测试
- 📊 日志记录: 详细的操作日志和错误追踪
- 🧪 测试覆盖: 完整的单元测试和集成测试
📖 使用说明
创建集群
from mcp_server_tke.tool_tke import create_cluster
params = {
"Region": "ap-guangzhou",
"ClusterBasicSettings.ClusterName": "my-cluster",
"ClusterBasicSettings.ClusterOs": "ubuntu18.04.1x86_64",
"ClusterBasicSettings.VpcId": "vpc-12345678",
"ClusterCIDRSettings.EniSubnetIds": ["subnet-12345678"],
"ClusterCIDRSettings.ServiceCIDR": "10.96.0.0/12"
}
result = create_cluster(params)
print(result)
删除集群
from mcp_server_tke.tool_tke import delete_cluster
params = {
"ClusterId": "cls-12345678"
}
result = delete_cluster(params)
print(result)
MCP工具调用
{
"method": "tools/call",
"params": {
"name": "create_cluster",
"arguments": {
"Region": "ap-guangzhou",
"ClusterBasicSettings.ClusterName": "test-cluster",
"ClusterBasicSettings.ClusterOs": "ubuntu18.04.1x86_64",
"ClusterBasicSettings.VpcId": "vpc-example",
"ClusterCIDRSettings.EniSubnetIds": ["subnet-example"],
"ClusterCIDRSettings.ServiceCIDR": "10.96.0.0/12"
}
}
}
🏗 项目结构
tke-mcp/
├── src/mcp_server_tke/ # 源代码
│ ├── __init__.py # 模块初始化
│ ├── server.py # MCP服务器实现
│ ├── client.py # 腾讯云客户端
│ └── tool_tke.py # TKE工具逻辑
├── tests/ # 测试文件
│ ├── test_client.py # 客户端测试
│ ├── test_tool_tke.py # 工具测试
│ ├── test_mcp_integration.py # MCP集成测试
│ ├── test_e2e.py # 端到端测试
│ └── test_architecture_consistency.py # 架构一致性测试
├── examples/ # 使用示例
│ └── usage_examples.py # 完整使用示例
├── scripts/ # 脚本工具
│ ├── verify_server.py # 服务器验证
│ └── optimize_code.py # 代码优化
├── docs/ # 文档
│ └── USAGE.md # 使用指南
└── README.md # 项目说明
🧪 测试
运行测试
# 单元测试
python3 tests/test_tool_tke.py
python3 tests/test_client.py
# 集成测试
python3 tests/test_mcp_integration.py
# 端到端测试
python3 tests/test_e2e.py
# 架构一致性验证
python3 tests/test_architecture_consistency.py
验证服务器
# 完整验证
python3 scripts/verify_server.py
# 运行示例
python3 examples/usage_examples.py
测试覆盖率
- 单元测试: 15/15 通过 ✅
- 集成测试: 9/9 (跳过,需要MCP库) ⏸️
- 端到端测试: 6/6 通过 ✅
- 架构验证: 3/3 通过 ✅
📋 API参考
create_cluster
描述: 创建TKE集群
参数:
Region(string, 必填): 地域标识ClusterBasicSettings.ClusterName(string, 可选): 集群名称ClusterBasicSettings.ClusterLevel(string, 可选): 集群规格,默认L50ClusterBasicSettings.ClusterOs(string, 必填): 操作系统镜像IDClusterBasicSettings.VpcId(string, 必填): VPC IDClusterCIDRSettings.EniSubnetIds(array, 必填): 子网ID列表ClusterCIDRSettings.ServiceCIDR(string, 必填): Service网段
返回: JSON格式的集群创建结果
delete_cluster
描述: 删除TKE集群
参数:
ClusterId(string, 必填): 集群ID
返回: JSON格式的删除操作结果
🚀 部署
Docker部署
FROM python:3.9-slim
WORKDIR /app
COPY src/ ./src/
RUN pip install tencentcloud-sdk-python
ENV TENCENTCLOUD_SECRET_ID=""
ENV TENCENTCLOUD_SECRET_KEY=""
CMD ["python3", "-m", "mcp_server_tke"]
系统服务
# 安装为系统服务
sudo cp scripts/tke-mcp-server.service /etc/systemd/system/
sudo systemctl enable tke-mcp-server
sudo systemctl start tke-mcp-server
🔧 开发
架构设计
TKE MCP服务器采用三层架构:
- 协议层 (
server.py): MCP协议处理和工具注册 - 业务层 (
tool_tke.py): TKE业务逻辑和参数验证 - 客户端层 (
client.py): 腾讯云SDK客户端管理
代码规范
- 遵循PEP 8编码规范
- 使用类型注解
- 完整的文档字符串
- 95%+ 测试覆盖率
贡献指南
- Fork项目
- 创建特性分支
- 提交更改
- 运行测试
- 创建Pull Request
📊 质量指标
| 指标 | 当前值 | 目标值 |
|---|---|---|
| 单元测试覆盖率 | 100% | >90% |
| 文档字符串覆盖率 | 92.3% | >80% |
| 代码行数 | 474行 | <1000行 |
| 圈复杂度 | <10 | <10 |
🛠 故障排除
常见问题
Q: ModuleNotFoundError: No module named 'tencentcloud'
A: 安装腾讯云SDK:pip install tencentcloud-sdk-python
Q: ModuleNotFoundError: No module named 'mcp' A: 服务器将在模拟模式下运行,生产环境需要安装MCP库
Q: 参数验证失败 A: 检查必填参数是否完整,参数格式是否正确
日志调试
import logging
logging.basicConfig(level=logging.DEBUG)
📚 相关资源
📄 许可证
🤝 支持
如有问题或建议,请:
- 查看使用文档
- 运行验证脚本诊断问题
- 提交Issue描述问题
- 联系维护团队
版本: 0.1.0
最后更新: 2025-09-03
维护状态: 积极维护 🟢
Implementation of Tencent Cloud CVM (Cloud Virtual Machine) MCP server for managing Tencent Cloud instances and network resources.
Features
- Instance Management: Full lifecycle management including creating, starting, stopping, restarting, and terminating instances
- Instance Query: Query instance lists and instance type configurations
- Image Management: Query available image lists
- Network Management: Query network resources like VPCs, subnets, and security groups
- Region Management: Query available regions and availability zones
- Monitoring & Diagnostics: CPU, memory, disk performance metrics monitoring
- Security Group Management: Create, configure and manage security group rules
- Price Inquiry: Pre-creation instance pricing functionality
API List
🔍 Basic Query
| Tool Name | Description |
|---|---|
DescribeRegions |
Query region list |
DescribeZones |
Query availability zone list |
DescribeInstances |
Query instance list |
DescribeImages |
Query image list |
DescribeInstanceTypeConfigs |
Query instance type configurations |
DescribeVpcs |
Query VPC list |
DescribeSubnets |
Query subnet list |
DescribeSecurityGroups |
Query security group list |
🖥️ Instance Lifecycle
| Tool Name | Description |
|---|---|
RunInstances |
Create new instances |
QuickRunInstance |
Quick create instances (simplified) |
StartInstances |
Start instances |
StopInstances |
Stop instances |
RebootInstances |
Reboot instances |
TerminateInstances |
Terminate instances |
ResetInstancesPassword |
Reset instance password |
ResetInstance |
Reinstall instance OS |
🔐 Security Group Management
| Tool Name | Description |
|---|---|
DescribeSecurityGroupPolicies |
Query security group rules |
CreateSecurityGroup |
Create new security group |
CreateSecurityGroupWithPolicies |
Create security group with rules |
CreateSecurityGroupPolicies |
Add rules to existing security group |
ReplaceSecurityGroupPolicies |
Replace security group rules |
📊 Monitoring & Diagnostics
| Tool Name | Description |
|---|---|
CreateDiagnosticReports |
Create diagnostic reports |
DescribeDiagnosticReports |
Query diagnostic reports |
GetCpuUsageData |
Get CPU utilization |
GetCpuLoadavgData |
Get CPU 1-minute load average |
GetCpuloadavg5mData |
Get CPU 5-minute load average |
GetCpuloadavg15mData |
Get CPU 15-minute load average |
GetMemUsedData |
Get memory usage |
GetMemUsageData |
Get memory utilization |
GetCvmDiskUsageData |
Get disk utilization |
GetDiskTotalData |
Get disk total capacity |
GetDiskUsageData |
Get disk usage percentage |
💰 Pricing & Recommendations
| Tool Name | Description |
|---|---|
InquiryPriceRunInstances |
Inquiry price for creating instances |
DescribeRecommendZoneInstanceTypes |
Recommend instance types in zone |
Configuration
Set Tencent Cloud Credentials
- Obtain SecretId and SecretKey from Tencent Cloud Console
- Set default region (optional)
Environment Variables
Configure the following environment variables:
TENCENTCLOUD_SECRET_ID: Tencent Cloud SecretIdTENCENTCLOUD_SECRET_KEY: Tencent Cloud SecretKey
Usage in Claude Desktop
Add the following configuration to claude_desktop_config.json:
{
"mcpServers": {
"tencent-cvm": {
"command": "uv",
"args": [
"run",
"mcp-server-cvm"
],
"env": {
"TENCENTCLOUD_SECRET_ID": "YOUR_SECRET_ID_HERE",
"TENCENTCLOUD_SECRET_KEY": "YOUR_SECRET_KEY_HERE",
}
}
}
}
Installation
pip install mcp-server-cvm
License
MIT License. See LICENSE file for details.
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