# LLM Researcher

> Use this tool when you need to augment your language model's knowledge with external information, enabling web searches via DuckDuckGo, GitHub code repository searches, and extracting clean content from web pages. It solves problems of limited domain knowledge and outdated information, providing LLMs with up-to-date and relevant data. This tool accepts search queries as input and returns formatted text outputs, ideal for use cases requiring real-time information retrieval and processing.

Canonical page: https://skillsregistry.net/skills/code-hex-light-research-mcp  
JSON: https://api.skillsregistry.net/v1/skills/code-hex-light-research-mcp

## Description

A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, search GitHub code repositories, and extract clean content from web pages in LLM-friendly formats.

## Trust

- **Trust score (0–1):** 0.86
- **Verification tier:** verified
- **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/kdoqpvxn18)
- **Repository:** <https://github.com/Code-Hex/light-research-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": "code-hex-light-research-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/code-hex-light-research-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/code-hex-light-research-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