# GitHub Stars MCP Server

> Use this tool when you need to efficiently search and query your GitHub starred repositories using natural language. It solves the problem of manually sorting through numerous starred repositories by providing a simple and intuitive interface for searching and retrieving relevant information. The tool takes natural language queries as input and outputs relevant repository results, making it ideal for users who want to quickly find specific GitHub repositories they've starred.

Canonical page: https://skillsregistry.net/skills/miantiao-me-github-stars  
JSON: https://api.skillsregistry.net/v1/skills/miantiao-me-github-stars

## Description

Enables natural language search and querying of your GitHub starred repositories.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/x34ssfic7e)
- **Repository:** <https://github.com/miantiao-me/github-stars>

## 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": "miantiao-me-github-stars"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/miantiao-me-github-stars` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/miantiao-me-github-stars/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