# mcp-from-api

> mcp-from-api — naansari-mcp-from-api. Use this tool when you need to integrate Large Language Models (LLMs) with REST APIs, providing a seamless interface for runtime discovery, endpoint browsing, and schema fetching. It solves problems of hardcoded API connections and schema duplication, enabling flexible and efficient interaction between LLMs and REST APIs. Ideal for use cases requiring dynamic API exploration and business rule application, with inputs including API endpoints and outputs featuring fetched schemas and applied rules.

Canonical page: https://skillsregistry.net/skills/naansari-mcp-from-api  
JSON: https://api.skillsregistry.net/v1/skills/naansari-mcp-from-api

## Description

An MCP server that exposes any REST API to LLMs through runtime discovery, providing tools to browse endpoints, fetch schemas, and apply business rules without hardcoding or schema duplication.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/y8unz0j09x)
- **Repository:** <https://github.com/naansari/mcp-from-api>

## 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": "naansari-mcp-from-api"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/naansari-mcp-from-api` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/naansari-mcp-from-api/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