# auto-mcp-server

> Use this tool when you need to integrate Large Language Models (LLMs) with external REST APIs, enabling natural language interaction with any API that has an OpenAPI specification. It solves the problem of limited API accessibility by translating natural language inputs into API calls and vice versa. This tool takes natural language inputs and OpenAPI specifications as inputs, and outputs API call responses, making it ideal for use cases that require seamless communication between LLMs and external APIs.

Canonical page: https://skillsregistry.net/skills/alanbuxton-auto-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/alanbuxton-auto-mcp-server

## Description

Enables LLMs to interact with any REST API that has an OpenAPI specification by providing a lightweight MCP server that translates between natural language and API calls.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/i40svi95wd)
- **Repository:** <https://github.com/alanbuxton/auto-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": "alanbuxton-auto-mcp-server"
    }
  }
}
```

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