# swagger-mcp-server

> Use this tool when you need to interact with APIs using natural language, enabling easy discovery, parameterized calls, and automated testing of Swagger/OpenAPI-defined APIs through large language models, which takes API specifications as input and generates human-readable responses as output. It solves problems of complex API navigation and testing, making it ideal for developers and testers working with APIs. It is particularly useful when integrating language models with existing API infrastructures.

Canonical page: https://skillsregistry.net/skills/maohuihua123-swagger-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/maohuihua123-swagger-mcp-server

## Description

Enables natural language interaction with any Swagger/OpenAPI-defined API, allowing discovery, parameterized calls, and automated testing through large language models.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cmr21lwb4p)
- **Repository:** <https://github.com/maohuihua123/swagger-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "maohuihua123-swagger-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/maohuihua123-swagger-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/maohuihua123-swagger-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt