# GitHub Stars MCP Server

> Use this tool when you need to analyze GitHub user behavior and identify trends in technology adoption. It solves problems related to understanding development patterns, tracking repository popularity, and informing decisions with data-driven insights. The server takes GitHub user data as input and outputs detailed analytics and visualizations, making it ideal for use cases such as market research, technology scouting, and developer community analysis.

Canonical page: https://skillsregistry.net/skills/dustyposa-github-stars-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/dustyposa-github-stars-mcp-server

## Description

A high-performance server for analyzing GitHub user starred repositories, providing insights into development trends, technology adoption patterns, and timeline tracking.

## Trust

- **Trust score (0–1):** 0.77
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/aas8pi24e1)
- **Repository:** <https://github.com/Dustyposa/github-stars-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": "dustyposa-github-stars-mcp-server"
    }
  }
}
```

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