AnyDocs

About

AnyDocs is an intelligent system designed to automatically convert any documentation website into a searchable, AI-readable knowledge base. Developers frequently encounter issues where their AI assistants lack knowledge of specific, up-to-date API documentation or framework guides. This tool addresses that problem by leveraging LLM analysis to automatically detect website structures, extract relevant content including code examples, convert it into structured Markdown, and then index it for rapid search. The knowledge is subsequently served via the Model Context Protocol (MCP), allowing AI assistants to instantly access and provide precise answers from the integrated documentation.

Key Features

• LLM-Powered Analysis for automatic website structure detection and content extraction
• Multi-Documentation Support to manage and hot-swap unlimited documentation sets simultaneously
• Automatic Version Management for preserving old documentation versions and one-command updates
• 0 GitHub stars
• Powerful Semantic Full-Text and Code Block Search with <200ms response times
• Direct integration with MCP-compatible AI assistants and code editors like Windsurf and Claude Desktop

Use Cases

• Integrating custom or private documentation into AI assistants for enhanced contextual understanding
• Enabling AI assistants to search up-to-date API documentation or framework guides (e.g., React, Synthflow)
• Scraping and indexing new documentation sources directly from an MCP-compatible code editor