Content
# OpenAPI to MCP Server
A tool to convert OpenAPI specifications to MCP (Model Context Protocol) server configurations.
## Installation
```bash
go install github.com/higress-group/openapi-to-mcpserver/cmd/openapi-to-mcp@latest
```
## Usage
```bash
openapi-to-mcp --input path/to/openapi.json --output path/to/mcp-config.yaml
```
### Options
- `--input`: Path to the OpenAPI specification file (JSON or YAML) (required)
- `--output`: Path to the output MCP configuration file (YAML) (required)
- `--server-name`: Name of the MCP server (default: "openapi-server")
- `--tool-prefix`: Prefix for tool names (default: "")
- `--format`: Output format (yaml or json) (default: "yaml")
- `--validate`: Validate the OpenAPI specification (default: false)
- `--template`: Path to a template file to patch the output (default: "")
## Example
```bash
openapi-to-mcp --input petstore.json --output petstore-mcp.yaml --server-name petstore
```
### Converting OpenAPI to Higress REST-to-MCP Configuration
This tool can be used to convert an OpenAPI specification to a Higress REST-to-MCP configuration. Here's a complete example:
1. Start with an OpenAPI specification (petstore.json):
```json
{
"openapi": "3.0.0",
"info": {
"version": "1.0.0",
"title": "Swagger Petstore",
"description": "A sample API that uses a petstore as an example to demonstrate features in the OpenAPI 3.0 specification"
},
"servers": [
{
"url": "http://petstore.swagger.io/v1"
}
],
"paths": {
"/pets": {
"get": {
"summary": "List all pets",
"operationId": "listPets",
"parameters": [
{
"name": "limit",
"in": "query",
"description": "How many items to return at one time (max 100)",
"required": false,
"schema": {
"type": "integer",
"format": "int32"
}
}
],
"responses": {
"200": {
"description": "A paged array of pets",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"pets": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "integer",
"description": "Unique identifier for the pet"
},
"name": {
"type": "string",
"description": "Name of the pet"
},
"tag": {
"type": "string",
"description": "Tag of the pet"
}
}
}
},
"nextPage": {
"type": "string",
"description": "URL to get the next page of pets"
}
}
}
}
}
}
}
},
"post": {
"summary": "Create a pet",
"operationId": "createPets",
"requestBody": {
"description": "Pet to add to the store",
"required": true,
"content": {
"application/json": {
"schema": {
"type": "object",
"required": ["name"],
"properties": {
"name": {
"type": "string",
"description": "Name of the pet"
},
"tag": {
"type": "string",
"description": "Tag of the pet"
}
}
}
}
}
},
"responses": {
"201": {
"description": "Null response"
}
}
}
},
"/pets/{petId}": {
"get": {
"summary": "Info for a specific pet",
"operationId": "showPetById",
"parameters": [
{
"name": "petId",
"in": "path",
"required": true,
"description": "The id of the pet to retrieve",
"schema": {
"type": "string"
}
}
],
"responses": {
"200": {
"description": "Expected response to a valid request",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"id": {
"type": "integer",
"description": "Unique identifier for the pet"
},
"name": {
"type": "string",
"description": "Name of the pet"
},
"tag": {
"type": "string",
"description": "Tag of the pet"
}
}
}
}
}
}
}
}
}
}
}
```
2. Convert it to a Higress REST-to-MCP configuration:
```bash
openapi-to-mcp --input petstore.json --output petstore-mcp.yaml --server-name petstore
```
3. The resulting petstore-mcp.yaml file:
```yaml
server:
name: petstore
tools:
- name: showPetById
description: Info for a specific pet
args:
- name: petId
description: The id of the pet to retrieve
type: string
required: true
position: path
requestTemplate:
url: /pets/{petId}
method: GET
responseTemplate:
prependBody: |
# API Response Information
Below is the response from an API call. To help you understand the data, I've provided:
1. A detailed description of all fields in the response structure
2. The complete API response
## Response Structure
> Content-Type: application/json
- **id**: Unique identifier for the pet (Type: integer)
- **name**: Name of the pet (Type: string)
- **tag**: Tag of the pet (Type: string)
## Original Response
- name: createPets
description: Create a pet
args:
- name: name
description: Name of the pet
type: string
required: true
position: body
- name: tag
description: Tag of the pet
type: string
position: body
requestTemplate:
url: /pets
method: POST
headers:
- key: Content-Type
value: application/json
responseTemplate: {}
- name: listPets
description: List all pets
args:
- name: limit
description: How many items to return at one time (max 100)
type: integer
position: query
requestTemplate:
url: /pets
method: GET
responseTemplate:
prependBody: |
# API Response Information
Below is the response from an API call. To help you understand the data, I've provided:
1. A detailed description of all fields in the response structure
2. The complete API response
## Response Structure
> Content-Type: application/json
- **pets**: (Type: array)
- **pets[].id**: Unique identifier for the pet (Type: integer)
- **pets[].name**: Name of the pet (Type: string)
- **pets[].tag**: Tag of the pet (Type: string)
- **nextPage**: URL to get the next page of pets (Type: string)
## Original Response
```
4. This configuration can be used with Higress by adding it to your Higress gateway configuration.
Note how the tool automatically sets the `position` field for each parameter based on its location in the OpenAPI specification:
- The `petId` parameter is set to `position: path` because it's defined as `in: path` in the OpenAPI spec
- The `limit` parameter is set to `position: query` because it's defined as `in: query` in the OpenAPI spec
- The request body properties (`name` and `tag`) are set to `position: body`
The MCP server will automatically handle these parameters in the correct location when making API requests.
For more information about using this configuration with Higress REST-to-MCP, please refer to the [Higress REST-to-MCP documentation](https://higress.cn/en/ai/mcp-quick-start/#configuring-rest-api-mcp-server).
## Features
- Converts OpenAPI paths to MCP tools
- Supports both JSON and YAML OpenAPI specifications
- Generates MCP configuration with server and tool definitions
- Preserves parameter descriptions and types
- Automatically sets parameter positions based on OpenAPI parameter locations
- Handles path, query, header, cookie, and body parameters
- Generates response templates with field descriptions and improved formatting for LLM understanding
- Optional validation of OpenAPI specifications (disabled by default)
- Supports template-based patching of the generated configuration
## Template-Based Patching
You can use the `--template` flag to provide a YAML file that will be used to patch the generated configuration. This is useful for adding common headers, authentication, or other customizations to all tools in the configuration.
Example template file:
```yaml
server:
config:
apiKey: ""
tools:
requestTemplate:
headers:
- key: Authorization
value: "APPCODE {{.config.apiKey}}"
- key: X-Ca-Nonce
value: "{{uuidv4}}"
```
When applied, this template will:
1. Add an `apiKey` field to the server config
2. Add the specified headers to all tools in the configuration
Usage:
```bash
openapi-to-mcp --input api-spec.json --output mcp-config.yaml --server-name my-api --template template.yaml
```
The template values like `{{.config.apiKey}}` or `"{{uuidv4}}"` are not processed by the tool but are preserved in the output for use by the MCP server at runtime.
