
MarkItDown
Converts PDFs, Word, Excel, PowerPoint and more into Markdown text an AI can read
by Microsoft
by PnantCLI toolResearch something
Lets your AI agent search and read YouTube, Reddit, X, Bilibili, Xiaohongshu and more
Agent Reach is a command-line tool that gives your AI agent a way to search and read sites it cannot open itself, such as YouTube, Reddit, X, Bilibili and Xiaohongshu. It only reads and never posts.
For Researchers and analystsCreators tracking trendsPeople following Chinese platforms
An open-source project by Pnant (GitHub: Panniantong), published on GitHub.
Agent Reach is a command-line tool that gives your AI agent ways into sites it cannot read on its own: video subtitles from YouTube and Bilibili, posts on Reddit and X, notes on Xiaohongshu, GitHub issues, job listings and stock quotes. You paste one install line into your agent, and it sets up the tools and a skill so you can then just ask for what you want. It only searches and reads; it never posts. It suits researchers and anyone who follows topics on Chinese and English platforms.
One install covers 14 platforms, and when a site breaks one tool it falls back to another, so your agent's commands stay the same.
Start with the first one: it is a small task you can check easily.
Example prompts written by Agent Flows Hub.
From the creator's documentation.
| Feature | What it does | Runs |
|---|---|---|
| Default channels | Web, YouTube, GitHub, V2EX and Bilibili work right after install | Read only |
| Video subtitles | Subtitles from YouTube and Bilibili; speech-to-text with a Groq or OpenAI key | Read only |
| Login channels | Reddit, Xiaohongshu, LinkedIn, Xueqiu and others, using a login copied from your Chrome | Your site logins |
| Experimental channels | X, Facebook and Instagram; may break when a platform changes | Your site logins |
| Agent skill | Setup installs a skill so you can ask in plain words, such as 'add Xiaohongshu' | Your computer |
You want an agent to gather what people say about a topic on YouTube, Bilibili or Reddit, including video subtitles. Agent Reach installs the tools for each platform and a skill that tells the agent how to call them.
Notes by Agent Flows Hub (original project name: Agent-Reach), written from the creator's documentation, not from running it ourselves. Agent Reach README (English) · Agent Reach install guide
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