# StarSeeker MCP

> Use this tool when you need to discover relevant repositories from your own starred list on GitHub, solving problems of information overload and making it easier to find useful projects. The StarSeeker MCP server takes in keywords as input and outputs a ranked list of relevant repositories using BM25 keyword ranking and Gemini Semantic Search. It is ideal for use cases where you want to quickly identify pertinent projects from your starred list, streamlining your development workflow.

Canonical page: https://skillsregistry.net/skills/hikmetctk-star-seeker-mcp  
JSON: https://api.skillsregistry.net/v1/skills/hikmetctk-star-seeker-mcp

## Description

A powerful MCP server that helps you discover relevant repositories from your own starred list on GitHub using BM25 keyword ranking and Gemini Semantic Search.

## Trust

- **Trust score (0–1):** 0.73
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/mccip14yw2)
- **Repository:** <https://github.com/HikmetCTK/Star_Seeker_mcp>

## 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": "hikmetctk-star-seeker-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/hikmetctk-star-seeker-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/hikmetctk-star-seeker-mcp/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