Light Researcher FAQs

Question 1

What kind of content does Light Researcher extract from web pages?

Accepted Answer

It extracts clean, LLM-optimized content from web pages using Playwright and Readability, sanitizing it into a simplified Markdown format (h1-h3, bold, italic, links only) for easy and safe consumption by AI models.

Question 2

Can I use Light Researcher for code-specific research?

Accepted Answer

Yes, it features integrated GitHub Code Search, allowing you to efficiently find relevant code examples, implementation patterns, and repositories directly from the command line or via LLM tools.

Question 3

How does Light Researcher benefit LLMs?

Accepted Answer

It provides LLMs with up-to-date web context, code examples, and structured content via an MCP server, significantly enhancing their knowledge and practical capabilities for research tasks.

Question 4

Are there any costs associated with using Light Researcher?

Accepted Answer

No. Light Researcher operates for free by utilizing DuckDuckGo's HTML endpoint and Playwright's bundled browser, eliminating the need for paid APIs or local browser installations.

Question 5

What is Light Researcher?

Accepted Answer

Light Researcher is a CLI tool and MCP (Model Context Protocol) server designed to orchestrate LLMs for efficient web content search and extraction from DuckDuckGo and GitHub, providing clean, AI-optimized data.

Light Researcher

Light Researcher

主要功能

使用案例

主要功能

使用案例