Universal content reader MCP Server for 10+ platforms
Обзор
Universal content reader — fetch, transcribe, and digest content from any platform. Give it a URL (article, video, podcast, tweet), get back structured content. Works as CLI, Python library, MCP server, or Claude Code skills. The Python layer handles text fetching and YouTube subtitle extraction. The (optional) add full Whisper transcription for video/podcast and AI-powered content analysis. x-reader is composable. Use the layers you need: Requires cloning the repo (not included in pip install). For video/podcast transcription and content analysis: Then in Claude Code, just send a YouTube/Bilibili/podcast link — the video skill auto-triggers and produces a full transcript + summary. Requires cloning the repo (mcp_server.py is not included in pip install).
README
x-reader
Universal content reader — fetch, transcribe, and digest content from any platform.
Give it a URL (article, video, podcast, tweet), get back structured content. Works as CLI, Python library, MCP server, or Claude Code skills.
简体中文: README.zh.md / README.zh-CN.md
What It Does
Any URL → Platform Detection → Fetch Content → Unified Output
↓ ↓
auto-detect text: Jina Reader
7+ platforms video: yt-dlp subtitles
audio: Whisper transcription
API: Bilibili / RSS / Telegram
The Python layer handles text fetching and YouTube subtitle extraction. The Claude Code skills (optional) add full Whisper transcription for video/podcast and AI-powered content analysis.
Three Layers
x-reader is composable. Use the layers you need:
| Layer | What | Format | Install |
|---|---|---|---|
| Python CLI/Library | Basic content fetching + unified schema | See Install | Required |
| Claude Code Skills | Video transcription + AI analysis | Copy skills/ to your Claude Code skills directory |
Optional |
| MCP Server | Expose reading as MCP tools | python mcp_server.py |
Optional |
Layer 1: Python CLI
# Fetch any URL
x-reader https://mp.weixin.qq.com/s/abc123
# Fetch a tweet
x-reader https://x.com/elonmusk/status/123456
# Fetch multiple URLs
x-reader https://url1.com https://url2.com
# Login to a platform (one-time, for browser fallback)
x-reader login xhs
# View inbox
x-reader list
Layer 2: Claude Code Skills
Requires cloning the repo (not included in pip install).
For video/podcast transcription and content analysis:
skills/
├── video/ # YouTube/Bilibili/podcast → full transcript via Whisper
└── analyzer/ # Any content → structured analysis report
Install:
export CLAUDE_SKILLS_DIR="/path/to/claude-code-skills"
mkdir -p "$CLAUDE_SKILLS_DIR"
cp -r skills/video "$CLAUDE_SKILLS_DIR/video"
cp -r skills/analyzer "$CLAUDE_SKILLS_DIR/analyzer"
Then in Claude Code, just send a YouTube/Bilibili/podcast link — the video skill auto-triggers and produces a full transcript + summary.
Layer 3: MCP Server
Requires cloning the repo (mcp_server.py is not included in pip install).
git clone https://github.com/runesleo/x-reader.git
cd x-reader
pip install -e ".[mcp]"
python mcp_server.py
Tools exposed:
read_url(url)— fetch any URLread_batch(urls)— fetch multiple URLs concurrentlylist_inbox()— view previously fetched contentdetect_platform(url)— identify platform from URL
Claude Code config (~/.claude/claude_desktop_config.json):
{
"mcpServers": {
"x-reader": {
"command": "python",
"args": ["/path/to/x-reader/mcp_server.py"]
}
}
}
Supported Platforms
| Platform | Text Fetch | Video/Audio Transcript |
|---|---|---|
| YouTube | ✅ Jina | ✅ yt-dlp subtitles → Groq Whisper fallback |
| Bilibili (B站) | ✅ API | ✅ via Claude Code skill |
| X / Twitter | ✅ oEmbed → FxTwitter → Article/Jina → Playwright | — |
| WeChat (微信公众号) | ✅ Jina → Playwright | — |
| Xiaohongshu (小红书) | ✅ Jina → Playwright* | — |
| Telegram | ✅ Telethon | — |
| RSS | ✅ feedparser | — |
| 小宇宙 (Xiaoyuzhou) | — | ✅ via Claude Code skill |
| Apple Podcasts | — | ✅ via Claude Code skill |
| Any web page | ✅ Jina fallback | — |
*XHS requires a one-time login:
x-reader login xhs(saves session for Playwright fallback)X Articles and login-required X pages can use a saved local browser session:
x-reader login twitterYouTube Whisper transcription requires
GROQ_API_KEY— get a free key from Groq
X / Twitter Reading Path
x-reader uses a lightweight public-first chain for X:
- X oEmbed for fast public tweet text.
- FxTwitter for structured public tweet fallback.
- Jina Reader for public Articles and long-form pages.
- Generic Jina Reader for profiles and non-status X pages.
- Playwright with saved session for login-required content.
For Articles or gated pages, run:
x-reader login twitter
x-reader "https://x.com/user/status/123"
By default, local X cookies stay local. If you explicitly want to let Jina use your saved X session for gated Articles, set:
export X_READER_ALLOW_EXTERNAL_SESSION_COOKIES=1
Install
# From GitHub (recommended)
pip install git+https://github.com/runesleo/x-reader.git
# With Telegram support
pip install "x-reader[telegram] @ git+https://github.com/runesleo/x-reader.git"
# With browser fallback (Playwright — for XHS/WeChat anti-scraping)
pip install "x-reader[browser] @ git+https://github.com/runesleo/x-reader.git"
playwright install chromium
# With all optional dependencies
pip install "x-reader[all] @ git+https://github.com/runesleo/x-reader.git"
playwright install chromium
Or clone and install locally:
git clone https://github.com/runesleo/x-reader.git
cd x-reader
pip install -e ".[all]"
playwright install chromium
Dependencies for video/audio (optional)
# macOS
brew install yt-dlp ffmpeg
# Linux
pip install yt-dlp
apt install ffmpeg
For Whisper transcription, get a free API key from Groq and set:
export GROQ_API_KEY=your_key_here
Use as Library
import asyncio
from x_reader.reader import UniversalReader
async def main():
reader = UniversalReader()
content = await reader.read("https://mp.weixin.qq.com/s/abc123")
print(content.title)
print(content.content[:200])
asyncio.run(main())
Configuration
Copy .env.example to .env:
cp .env.example .env
| Variable | Required | Description |
|---|---|---|
TG_API_ID |
Telegram only | From https://my.telegram.org |
TG_API_HASH |
Telegram only | From https://my.telegram.org |
GROQ_API_KEY |
Whisper only | From https://console.groq.com/keys (free) |
INBOX_FILE |
No | Path to inbox JSON (default: ./unified_inbox.json) |
OUTPUT_DIR |
No | Directory for Markdown output (default: disabled) |
OBSIDIAN_VAULT |
No | Path to Obsidian vault (writes to 01-收集箱/x-reader-inbox.md) |
Architecture
x-reader/
├── x_reader/ # Python package
│ ├── cli.py # CLI entry point
│ ├── reader.py # URL dispatcher (UniversalReader)
│ ├── schema.py # Unified data model (UnifiedContent + Inbox)
│ ├── login.py # Browser login manager (saves sessions)
│ ├── fetchers/
│ │ ├── jina.py # Jina Reader (universal fallback)
│ │ ├── browser.py # Playwright headless (anti-scraping fallback)
│ │ ├── bilibili.py # Bilibili API
│ │ ├── youtube.py # yt-dlp subtitle extraction
│ │ ├── rss.py # feedparser
│ │ ├── telegram.py # Telethon
│ │ ├── twitter.py # oEmbed → FxTwitter → Article/Jina → Playwright
│ │ ├── wechat.py # Jina → Playwright fallback
│ │ └── xhs.py # Jina → Playwright + session fallback
│ └── utils/
│ └── storage.py # JSON + Markdown dual output
├── skills/ # Claude Code skills
│ ├── video/ # Video/podcast → transcript + summary
│ └── analyzer/ # Content → structured analysis
├── mcp_server.py # MCP server entry point
└── pyproject.toml
How the Layers Work Together
User sends URL
│
├─ Text content (article, tweet, WeChat)
│ └─ Python fetcher → UnifiedContent → inbox
│
├─ Video (YouTube, Bilibili, X video)
│ ├─ Python fetcher → metadata (title, description)
│ └─ Video skill → full transcript via subtitles/Whisper
│
├─ Podcast (小宇宙, Apple Podcasts)
│ └─ Video skill → full transcript via Whisper
│
└─ Analysis requested
└─ Analyzer skill → structured report + action items
Star History
Author
Leo (@runes_leo) — AI × Crypto independent builder. Trading on Polymarket, building data and trading systems with Claude Code and Codex.
leolabs.me — writing · community · open-source tools · indie projects · all platforms.
X Subscription — paid content weekly, or just buy me a coffee 😁
Learn in public, Build in public.
License
MIT
Установка
This server does not publish a one-line install command.
Open the repository installation guideКонфигурация
{
"mcpServers": {
"x-reader": {
"command": "python",
"args": ["/path/to/x-reader/mcp_server.py"]
}
}
}