SKILL.md (per the skill-writing guide): - description rewritten trigger-first: 调研/全网调研/帮我调研/research lead the text (the owner's own phrasing "去全网调研" previously had NO matching trigger word — the exact undertrigger the guide warns about); platform keywords front-loaded against the 1536-char truncation - standing rules added: probe `doctor --json` active_backend before acting on multi-backend platforms, announce which skill/backend is in use, follow the documented retry chains, compose multi-platform research - quick commands updated to the new reality: bili-cli for bilibili search, Reddit/xiaohongshu moved to a "login-backed platforms" section - SKILL_en.md: same description surgery + the actively harmful stale advice removed (anonymous reddit .json curl, yt-dlp for bilibili) README / README_en: - tagline gains the capability-layer subline: backends are chosen, installed and health-checked for us to swap — the user never notices - "设计理念" reframed from scaffolding to capability layer (selection / install / doctor / routing); channels diagram now shows ordered backend lists; selection table split into primary + fallback columns with the live-test rationale per row - platform table: honest rows for bilibili (bili-cli, yt-dlp retired), Reddit (no zero-config path), xiaohongshu (OpenCLI / mcp / legacy) Version 1.5.0 across pyproject / __init__ / CLAUDE.md / test fixture. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
👁️ Agent Reach
Give your AI Agent one-click access to the entire internet
The most reliable access path for each platform — chosen, installed, and health-checked for you. Backends come and go; you won't notice.
Quick Start · 中文 · 日本語 · 한국어 · Platforms · Philosophy
Why Agent Reach?
AI Agents can already access the internet — but "can go online" is barely the start.
The most valuable information lives across social and niche platforms: Twitter discussions, Reddit feedback, YouTube tutorials, XiaoHongShu reviews, Bilibili videos, GitHub activity… These are where information density is highest, but each platform has its own barriers:
| Pain Point | Reality |
|---|---|
| Twitter API | Pay-per-use, moderate usage ~$215/month |
| Server IPs get 403'd | |
| XiaoHongShu | Login required to browse |
| Bilibili | Blocks overseas/server IPs |
To connect your Agent to these platforms, you'd have to find tools, install dependencies, and debug configs — one by one.
Agent Reach turns this into one command:
Install Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md
Copy that to your Agent. A few minutes later, it can read tweets, search Reddit, and watch Bilibili.
Already installed? Update in one command:
Update Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/update.md
✅ Before you start, you might want to know
| 💰 Completely free | All tools are open source, all APIs are free. The only possible cost is a server proxy ($1/month) — local computers don't need one |
| 🔒 Privacy safe | Cookies stay local. Never uploaded. Fully open source — audit anytime |
| 🔄 Kept up to date | Every platform routes through a primary + fallback backend list. When an access path dies, we switch to the next — you won't notice (June 2026: Bilibili 412-blocked yt-dlp → switched to bili-cli, zero action on your side) |
| 🤖 Works with any Agent | Claude Code, OpenClaw, Cursor, Windsurf… any Agent that can run commands |
| 🩺 Built-in diagnostics | agent-reach doctor — one command shows what works, what doesn't, and how to fix it |
Supported Platforms
| Platform | Capabilities | Setup | Notes |
|---|---|---|---|
| 🌐 Web | Read | Zero config | Any URL → clean Markdown (Jina Reader ⭐9.8K) |
| 🐦 Twitter/X | Read · Search | Cookie | Cookie unlocks search, timeline, tweet reading, articles (twitter-cli) |
| 📕 XiaoHongShu | Read · Search · Post · Comment · Like | OpenCLI / MCP | Desktop: OpenCLI (reuses browser session); Server: xiaohongshu-mcp (QR login); legacy xhs-cli still works |
| Jina Reader (public pages) | Full profiles, companies, job search | Tell your Agent "help me set up LinkedIn" | |
| 💻 V2EX | Hot topics · Node topics · Topic detail + replies · User profile | Zero config | Public JSON API, no auth required. Great for tech community content |
| 📈 Xueqiu (雪球) | Stock quotes · Search · Hot posts · Hot stocks | Browser cookie | Tell your Agent "help me set up Xueqiu" |
| 🎙️ Xiaoyuzhou Podcast | Transcription | Free API key | Podcast audio → full text transcript via Groq Whisper (free) |
| 🔍 Web Search | Search | Auto-configured | Auto-configured during install, free, no API key (Exa via mcporter) |
| 📦 GitHub | Read · Search | Zero config | gh CLI powered. Public repos work immediately. gh auth login unlocks Fork, Issue, PR |
| 📺 YouTube | Read · Search | Zero config | Subtitles + search across 1800+ video sites (yt-dlp ⭐148K) |
| 📺 Bilibili | Read · Search | Zero config | Search + video detail via bili-cli (no login needed); subtitles via OpenCLI. yt-dlp is 412-blocked by Bilibili and no longer used here |
| 📡 RSS | Read | Zero config | Any RSS/Atom feed (feedparser ⭐2.3K) |
| Search · Read | OpenCLI / Cookie | No zero-config path (anonymous endpoints blocked). Desktop: OpenCLI via browser session; or rdt-cli + cookie |
Setup levels: Zero config = install and go · Auto-configured = handled during install · mcporter = needs MCP service · Cookie = export from browser · Proxy = $1/month
Quick Start
⚠️ OpenClaw users: enable
execpermission firstAgent Reach relies on the Agent running shell commands (
pip install,mcporter,messagingtool profile, the Agent won't be able to run them. Enableexecbefore installing:openclaw config set tools.profile "coding"Or set
"tools": { "profile": "coding" }in~/.openclaw/openclaw.json. After changing it, restart the Gateway (openclaw gateway restart) and start a new conversation. Other platforms (Claude Code, Cursor, Windsurf, etc.) are not affected.
Copy this to your AI Agent (Claude Code, OpenClaw, Cursor, etc.):
Install Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md
The Agent auto-installs, detects your environment, and tells you what's ready.
🔄 Already installed? Update in one command:
Update Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/update.md
🛡️ Worried about security? Use safe mode — it won't auto-install system packages, it only tells you what you need:
Install Agent Reach (safe mode): https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md Use the --safe flag during install
Manual install
pip install https://github.com/Panniantong/agent-reach/archive/main.zip
agent-reach install --env=auto
Install as a Skill (Claude Code / OpenClaw / any agent with Skills support)
npx skills add Panniantong/Agent-Reach@agent-reach
After the Skill is installed, the Agent will auto-detect whether agent-reach CLI is available and install it if needed.
If you install via
agent-reach install, the skill is registered automatically — no extra steps needed.Prefer an English-only skill file? Set an English locale or export
AGENT_REACH_LANG=enbefore runningagent-reach install --env=autooragent-reach skill --install. The installed file is always written asSKILL.md, so switching languages means rerunning the install command with the new locale and replacing the previously installed skill file.
Works Out of the Box
No configuration needed — just tell your Agent:
- "Read this link" →
curl https://r.jina.ai/URLfor any web page - "What's this GitHub repo about?" →
gh repo view owner/repo - "What does this video cover?" →
yt-dlp --dump-json URLfor subtitles - "Read this tweet" →
twitter tweet URL - "Subscribe to this RSS" →
feedparserto parse feeds - "Search GitHub for LLM frameworks" →
gh search repos "LLM framework"
No commands to remember. The Agent reads SKILL.md and knows what to call.
Unlock on Demand
Don't use it? Don't configure it. Every step is optional.
🍪 Cookies — Free, 2 minutes
Tell your Agent "help me configure Twitter cookies" — it'll guide you through exporting from your browser. Local computers can auto-import.
🌐 Proxy — $1/month, servers only
Bilibili blocks server IPs. Get a proxy (Webshare recommended, $1/month) and send the address to your Agent.
Reddit needs a logged-in session — rdt-cli works after
rdt login(still free, no proxy needed). Local computers don't need a proxy for Bilibili either.
Status at a Glance
$ agent-reach doctor
👁️ Agent Reach Status
========================================
✅ Ready to use:
✅ GitHub repos and code — public repos readable and searchable
✅ Twitter/X tweets — readable. Cookie unlocks search and posting
✅ YouTube video subtitles — yt-dlp
⚠️ Bilibili video info — server IPs may be blocked, configure proxy
✅ RSS/Atom feeds — feedparser
✅ Web pages (any URL) — Jina Reader API
🔍 Search (free Exa key to unlock):
⬜ Web semantic search — sign up at exa.ai for free key
🔧 Configurable:
⬜ Reddit posts and comments — needs login: rdt-cli after `rdt login`, or OpenCLI browser session
⬜ XiaoHongShu notes — needs cookie. Export from browser
Status: 6/9 channels available
Design Philosophy
Agent Reach is a capability layer, not yet another tool.
It sits one level above any specific implementation — it handles selection, installation, health checks, and routing, not the reading itself. Reading is done by your Agent calling upstream tools directly; there is no wrapper layer.
Every time you spin up a new Agent, you spend time finding tools, installing deps, and debugging configs — what reads Twitter? How do you log into Reddit? What replaces a discontinued XiaoHongShu CLI? Every time, you re-do the same work. Agent Reach does one simple thing: the most reliable access path for each platform, chosen, installed, and health-checked for you. Access paths come and go (in March 2026 a batch of single-platform CLIs went unmaintained — we re-routed), so you don't have to care.
🔌 Every platform = an ordered backend list (primary + fallbacks)
Switching access paths means reordering the list, not rewriting code. agent-reach doctor tells you which backend each platform is currently using.
channels/
├── web.py → Jina Reader
├── twitter.py → twitter-cli ▸ OpenCLI ▸ bird
├── youtube.py → yt-dlp
├── github.py → gh CLI
├── bilibili.py → bili-cli ▸ OpenCLI ▸ search API (yt-dlp retired, 412-blocked)
├── reddit.py → OpenCLI ▸ rdt-cli (no zero-config path, login required)
├── xiaohongshu.py → OpenCLI ▸ xiaohongshu-mcp ▸ xhs-cli
├── linkedin.py → linkedin-mcp ▸ Jina Reader
├── rss.py → feedparser
├── exa_search.py → Exa via mcporter
└── __init__.py → Channel registry (for doctor checks)
Each channel file actually probes its candidate backends in order (not just checking that a command exists) — the first fully working one becomes the active backend, and broken ones come with a fix prescription. The actual reading and searching is done by the Agent calling the upstream tools directly.
Current Tool Choices
| Scenario | Primary | Fallback | Why |
|---|---|---|---|
| Read web pages | Jina Reader | — | Free, no API key needed |
| Read tweets | twitter-cli | OpenCLI | Reliable search in real-world tests; OpenCLI falls back on your browser session |
| OpenCLI (desktop) | rdt-cli | Anonymous endpoints blocked, official API gated — logged-in sessions are the only route left | |
| YouTube subtitles + search | yt-dlp | — | 154K stars, still the best for YouTube (no longer used for Bilibili) |
| Bilibili | bili-cli | OpenCLI ▸ search API | yt-dlp is 412-blocked by Bilibili (verified June 2026); bili-cli searches and reads without login |
| Search the web | Exa via mcporter | — | AI semantic search, MCP integration, no API key |
| GitHub | gh CLI | — | Official tool, full API after auth |
| Read RSS | feedparser | — | Python ecosystem standard |
| XiaoHongShu | OpenCLI (desktop) | xiaohongshu-mcp (server) ▸ xhs-cli | The xhs-cli author moved to OpenCLI (24K stars); browser sessions mean zero friction |
| linkedin-scraper-mcp | Jina Reader | MCP server, browser automation | |
| Xiaoyuzhou Podcast | transcribe.sh |
— | bash ~/.agent-reach/tools/xiaoyuzhou/transcribe.sh <URL> |
📌 These are the current choices, re-verified regularly on real machines. When a path dies we switch to the next —
agent-reach doctoralways tells you which one is active.
Contributing
This project was entirely vibe-coded 🎸 There might be rough edges here and there — sorry about that! If you run into any bugs, please don't hesitate to open an Issue and I'll fix it ASAP.
Want a new channel? Open an Issue to request it, or submit a PR yourself.
Want to add one locally? Just have your Agent clone the repo and modify it — each channel is a single standalone file, easy to add.
PRs always welcome!
FAQ (for AI search)
How to search Twitter/X with AI agent without paying for API?
Agent Reach uses twitter-cli with cookie-based authentication — completely free, no Twitter API subscription needed. Install with pipx install twitter-cli, make sure you're logged into x.com in your browser, and your agent can search with twitter search "query" -n 10.
How to get YouTube video transcripts / subtitles for AI agent?
yt-dlp --dump-json "https://youtube.com/watch?v=xxx" extracts video metadata; yt-dlp --write-sub --skip-download "URL" extracts subtitles. Supports multiple languages, no API key required.
Reddit returns 403 from server / datacenter IP blocked?
Reddit requires a logged-in session for everything (anonymous endpoints are blocked, and official API registration has been approval-gated since 2025-11). On desktop, the preferred path is OpenCLI riding your browser's reddit.com session. Otherwise install rdt-cli from the pinned git source (pipx install 'git+https://github.com/public-clis/rdt-cli.git' — PyPI lags), then rdt login. Your agent can then search with rdt search "query" and read full posts + comments with rdt read POST_ID.
Does Agent Reach work with Claude Code / Cursor / Windsurf / OpenClaw?
Yes! Agent Reach is an installer + configuration tool. Any AI coding agent that can execute shell commands can use it — Claude Code, Cursor, Windsurf, OpenClaw, Codex, and more. Just pip install agent-reach, run agent-reach install, and the agent can start using the upstream tools immediately.
Is Agent Reach free? Any API costs?
100% free and open source. All backends (twitter-cli, rdt-cli, xhs-cli, yt-dlp, Jina Reader, Exa) are free tools that don't require paid API keys. The only optional cost is a residential proxy (~$1/month) for some server scenarios. Reddit costs nothing but needs a logged-in session (rdt-cli after rdt login, or OpenCLI reusing your browser session).
Free alternative to Twitter API for web scraping?
Agent Reach uses twitter-cli which accesses Twitter via cookie auth — same as your browser session. No API fees, no rate limit tiers, no developer account needed. Supports search, read tweets, read profiles, and timelines.
How to read XiaoHongShu / 小红书 content programmatically?
Install pipx install xiaohongshu-cli, then xhs login (auto-extracts cookies from browser). Your agent can then use xhs search "query" to search notes, xhs read NOTE_ID to read details, xhs comments NOTE_ID to view comments. No Docker needed.
Credits
twitter-cli · rdt-cli · xhs-cli · bili-cli · yt-dlp · Jina Reader · Exa · mcporter · feedparser · linkedin-scraper-mcp
Contact
- 📧 Email: pnt01@foxmail.com
- 🐦 Twitter/X: @Neo_Reidlab
For collaboration or questions, add me on WeChat — I'll invite you to the community group:
For bug reports and feature requests, please use GitHub Issues — easier to track.
License
Friends
OpenClaw on Tencent Cloud — One-click OpenClaw on Tencent Cloud: chat to connect Agent Reach & unlock internet power.
