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REST API to MCP Server — AI Agent Tools

Convert any REST API into a Model Context Protocol (MCP) server configuration. Automatically generates tools and resources from OpenAPI specs or API documentation.

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陈俊杰

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MCP Server Adapter — REST API 转 MCP Server 配置

把任意 REST API 快速转换成 Model Context Protocol (MCP) Server 配置，让开发者无缝对接 MCP 生态。

🚀 功能

OpenAPI / Swagger 解析 — 自动抓取并解析 OpenAPI 规范，为每个 API 操作生成 MCP Tool 定义
URL 分析 — 分析 API 基 URL 的路径结构，生成通用的 HTTP Tool 配置（GET/POST/PUT/DELETE）
模板生成 — 输出 MCP Server 配置模板，由用户手动补充具体端点信息
标准 MCP 格式 — 输出包含 name、version、tools、resources 的标准 MCP 配置 JSON

📋 输入参数

参数	类型	必填	描述
`api_url`	string	✅	OpenAPI 规范 URL、API 文档 URL 或 API 基 URL
`api_type`	enum	✅	解析方式：`openapi` / `url` / `description`
`name`	string	❌	自定义 MCP Server 名称（默认自动生成）

api_type 说明

类型	说明
`openapi`	抓取 OpenAPI 3.x 或 Swagger 2.0 规范，自动解析 paths/operations 生成 MCP tools
`url`	分析 URL 路径结构，生成通用 HTTP 工具（GET/POST/PUT/DELETE）
`description`	输出一个 MCP Server 配置模板，用户手动填写具体端点

📤 输出格式

{
  "name": "My API MCP Server",
  "version": "1.0.0",
  "tools": [
    {
      "name": "getPetById",
      "description": "Returns a single pet by ID",
      "input_schema": {
        "type": "object",
        "properties": {
          "petId": {
            "type": "integer",
            "description": "ID of pet to return"
          }
        },
        "required": ["petId"]
      },
      "url": "https://petstore.swagger.io/v2/pet/{petId}",
      "method": "GET"
    }
  ],
  "resources": [
    {
      "uri": "https://petstore.swagger.io/v2/pet/{petId}",
      "name": "Returns a single pet by ID"
    }
  ]
}

🧪 使用示例

示例 1: 解析 OpenAPI 规范

输入:
  api_url: https://petstore.swagger.io/v2/swagger.json
  api_type: openapi
  name: Petstore MCP

输出: 完整的 MCP 配置，包含所有 Petstore API 端点的 tool 定义

示例 2: URL 分析

输入:
  api_url: https://jsonplaceholder.typicode.com
  api_type: url

输出: 包含 GET/POST/PUT/DELETE 通用 HTTP 工具的 MCP 配置

示例 3: 模板生成

输入:
  api_url: https://api.example.com/v1
  api_type: description

输出: MCP 配置模板，包含示例 tool 和 resource 定义

🔧 本地开发

# 克隆项目
cd apify-actors/mcp-server-adapter

# 安装依赖
pip install -r requirements.txt

# 本地运行（需要 Apify 令牌）
python -m src

📦 技术栈

Python 3.11+ — 异步运行时
Apify SDK — Actor 框架，提供输入输出、日志、事件系统
httpx — 异步 HTTP 客户端，用于抓取 OpenAPI 规范

⚠️ 注意事项

解析 OpenAPI 规范时，依赖目标 API 的规范 URL 可公开访问
URL 分析模式仅基于路径结构猜测资源，建议配合 OpenAPI 模式获得更精确结果
生成的 MCP 配置是静态定义，实际调用需要配合 MCP 客户端运行

📄 许可证

MIT

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