mxcp

概述

MXCP (模型执行与上下文协议) 是一个构建生产级 MCP 服务器的综合框架，强调企业级功能。它提供了一种结构化方法，将 dbt 数据建模、OAuth 认证和基于角色的安全控制、验证和测试的质量保证，以及通过漂移检测和 OpenTelemetry 集成的操作功能相结合。MXCP 支持 SQL 和 Python 实现，允许开发人员为每个任务选择合适的工具，同时在整个系统中保持一致的安全性和治理。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• analyze_salesanalyze_sales(region: string) -> dict

  Analyze sales data with automatic caching

  试试:Show me sales data for Europe region试试:Analyze sales by region Q3 2023
• get_customerget_customer(customer_id: string) -> dict

  Retrieve customer information with security policies

  试试:Get customer details for cust_12345试试:Retrieve profile for customer ID
• analyze_textanalyze_text(text: string) -> dict

  Analyze text sentiment and extract entities

  试试:Analyze sentiment of this review: The product was amazing!试试:Extract entities from this document
• analyze_performanceanalyze_performance(department: string, threshold: float) -> dict

  Analyze employee performance metrics with complex calculations

  试试:Analyze performance in engineering department with threshold 0.8试试:Get performance stats for sales team
• batch_processbatch_process(items: list) -> dict

  Process multiple items concurrently with async operations

  试试:Batch process these orders: [ord1, ord2, ord3]试试:Process these data records asynchronously

说明：Tool names were inferred from YAML configuration examples and Python code snippets in the README. The server is a framework that allows users to define custom tools, but these are the representative examples provided in the documentation.

可对比工具

安装

# 安装 MXCP
pip install mxcp

# 初始化新项目
mkdir my-ai-tools && cd my-ai-tools
mxcp init --bootstrap

# 启动工具服务
mxcp serve

{
  "mcpServers": {
    "my-tools": {
      "command": "mxcp",
      "args": ["serve", "--transport", "stdio"],
      "cwd": "/path/to/my-ai-tools"
    }
  }
}

FAQ

MXCP 与其他 MCP 实现有什么不同？

MXCP 提供了生产级 MCP 服务器的完整方法论，专注于数据建模优先、使用 OAuth 和基于角色的安全控制、全面测试以及漂移检测和监控等操作功能。

MXCP 能否处理数据查询和复杂逻辑？

是的，MXCP 支持 SQL 查询 dbt 模型和 Python 处理复杂逻辑、ML 模型和集成，允许开发人员为每个任务选择合适的工具。

mxcp 对比