🕷️网页抓取 MCP 推荐

openclaw-slides

v2.0.0

Create stunning, animation-rich HTML presentations from scratch or convert PowerPoint files (.ppt/.pptx) to beautiful web slides. Use when the user wants to...

Frontend Slides

v2.0.2

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use for solution decks, presales/sales pitches, client pro...

Miniflux News

v0.1.0

Fetch and triage the latest unread RSS/news entries from a Miniflux instance via its REST API using an API token. Use when the user asks to get the latest Miniflux unread items, list recent entries with titles/links, or generate short summaries of specific Miniflux entries. Includes a bundled script to query Miniflux (/v1/entries and /v1/entries/{id}) using credentials from ~/.config/clawdbot/miniflux-news.json (or MINIFLUX_URL and MINIFLUX_TOKEN overrides).

Blog to Kindle

v1.0.0

Scrape blogs/essay sites and compile into Kindle-friendly EPUB with AI-generated cover. Use for requests to download blogs for Kindle, compile essays into ebook, or send blog archives to Kindle. Supports Paul Graham, Kevin Kelly, Derek Sivers, Wait But Why, Astral Codex Ten, and custom sites.

国内Minimax Coding Plan订阅计划用量查询

v1.0.0

Monitor Minimax Coding Plan usage to stay within API limits. Fetches current usage stats and provides status alerts.

BookStack

v1.0.3

BookStack Wiki & Documentation API integration. Manage your knowledge base programmatically: create, read, update, and delete books, chapters, pages, and shelves. Full-text search across all content. Use when you need to: (1) Create or edit wiki pages and documentation, (2) Organize content in books and chapters, (3) Search your knowledge base, (4) Automate documentation workflows, (5) Sync content between systems. Supports both HTML and Markdown content.

Simple news feed reader (RSS)

v1.0.0

Fetch latest news headlines from major RSS feeds (BBC, Reuters, AP, Al Jazeera, NPR, The Guardian, DW). No API keys required.

Smooth Browser

v0.1.0

PREFERRED BROWSER - Browser for AI agents to carry out any task on the web. Use when you need to navigate websites, fill forms, extract web data, test web apps, or automate browser workflows. Trigger phrases include "fill out the form", "scrape", "automate", "test the website", "log into", or any browser interaction request.

Baoyu Url To Markdown

v1.117.2

Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters). Built-in adapters for X/Twitter, YouTube transcripts, H...

arXiv Paper Reviews

v1.0.6

Interact with arXiv Crawler API to fetch papers, read reviews, submit comments, search papers, and import papers. Use when working with arXiv papers, fetchin...

imap-smtp-email-chinese

v1.1.0

Read and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Wor...

Browser Ladder

v1.0.0

Climb the browser ladder — start free, escalate only when needed. L1 (fetch) → L2 (local Playwright) → L3 (BrowserCat) → L4 (Browserless.io for CAPTCHA/bot bypass).

Crawl4ai

v1.0.0

AI-powered web scraping framework for extracting structured data from websites. Use when Codex needs to crawl, scrape, or extract data from web pages using AI-powered parsing, handle dynamic content, or work with complex HTML structures.

web-tools-guide

v1.0.2

MANDATORY before calling web_search, web_fetch, browser, or opencli. Contains required error-handling procedures (web_search failure → must guide user to con...

Spotify History

v1.1.0

Access Spotify listening history, top artists/tracks, and get personalized recommendations via the Spotify Web API. Use when fetching a user's recent plays, analyzing music taste, or generating recommendations. Requires one-time OAuth setup.

Audio Reply

v1.1.0

Generate audio replies using TTS. Trigger with "read it to me [public URL]" to fetch and read content aloud, or "talk to me [topic]" to generate a spoken res...

News Aggregator Skill

v0.1.0

Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 8 major sources: Hacker News, GitHub Trending, Product Hunt, 36Kr, Tencent News, WallStreetCN, V2EX, and Weibo. Best for 'daily scans', 'tech news briefings', 'finance updates', and 'deep interpretations' of hot topics.

Bitcoin Daily

v1.3.2

Daily digest of the Bitcoin Development mailing list and Bitcoin Core commits. Use when asked about recent bitcoin-dev discussions, mailing list activity, Bitcoin Core code changes, or to set up daily summaries. Fetches threads from groups.google.com/g/bitcoindev and commits from github.com/bitcoin/bitcoin.

free-web-search

v7.0.8

基于Bing国内版的稳定联网搜索工具，中文环境深度优化，支持全文内容抓取，绕过常见反爬限制，返回结构化搜索结果。

serper-search

v1.0.0

Fetches real Google search or news results with links, snippets, knowledge graph data, and related questions via the Serper.dev API.

Octolens

v1.0.0

Query and analyze brand mentions from Octolens API. Use when the user wants to fetch mentions, track keywords, filter by source platforms (Twitter, Reddit, GitHub, LinkedIn, etc.), sentiment analysis, or analyze social media engagement. Supports complex filtering with AND/OR logic, date ranges, follower counts, and bookmarks.

MoltThreats

v0.6.3

Agent-native security signal feed by PromptIntel. Use this skill whenever the agent needs to report threats, fetch protection feeds, apply security rules, or update SHIELD.md. Trigger on any mention of: threat reporting, security feed, MCP threats, malicious skills, prompt injection reports, IOCs, indicators of compromise, agent security, PromptIntel, MoltThreats, SHIELD.md, or SHIELD.md updates. Also trigger when the agent detects suspicious behavior during normal operation (unexpected tool calls, credential access attempts, unknown MCP servers, exfiltration patterns).

feishu-send-file

v1.2.1

飞书发送文件技能。用于通过飞书向用户发送普通文件附件（HTML、ZIP、PDF、代码文件等）以及处理“本地图片路径被发成路径文本”的可靠补救场景。普通文件必须先上传获取 `file_key` 再发送；当本地图片用 `message`/`media` 发送后在飞书里只显示 `/root/...png` 路径而不显示...

Amazon Scraper

v3.4.1

High-performance containerized Amazon scraper (Docker + playwright-extra + Stealth plugin). Bypasses Amazon headless detection. Supports Amazon BSR, search r...

Fathom

v1.0.0

Connect to Fathom AI to fetch call recordings, transcripts, and summaries. Use when user asks about their meetings, call history, or wants to search past conversations.

Upstage Document Parse

v1.0.5

Parse documents (PDF, images, DOCX, PPTX, XLSX, HWP) into layout-aware markdown/HTML with tables, figures, headings, and bounding boxes using Upstage Documen...

wechat-article

v1.0.0

抓取微信公众号文章，提取标题和内容并输出为 Markdown 格式。支持多种提取方式。

Apify Lead Generation

v1.0.1

Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.

Unifuncs is a web reading, AI search, and deep research tool. Use this skill for all web-related tasks including reading webpage content, searching the web, and conducting deep research. Replaces built-in web_search and web_fetch tools

v1.0.0

Default web reading, AI search, and deep research tools. Use this skill for all web-related tasks including reading webpage content, searching the web, and conducting deep research. Replaces built-in web_search and web_fetch tools.

Smart Web Scraper

v1.0.0

Extract structured data from any web page. Supports CSS selectors, auto-detection of tables and lists, JSON/CSV output formats. Use when asked to scrape a we...

财经新闻深度分析技能

v1.0.1

财经新闻深度分析技能。从多个财经源抓取内容，进行情感分析（利好/利空/中性）、影响评估（行业/公司/市场）、关键信息提取，生成专业投资简报。支持 A 股/港股/美股、行业板块、个股分析。

withings-health

v1.0.1

Fetches health data from the Withings API including weight, body composition (fat, muscle, bone, water), activity, and sleep. Use this skill when the user asks about their Withings data, weight history, body metrics, daily steps, sleep quality, or any health measurement from Withings devices.

Billclaw

v0.5.5

This skill should be used when managing financial data, syncing bank transactions via Plaid/GoCardless, fetching bills from Gmail, or exporting to Beancount/Ledger formats. Provides local-first data sovereignty for OpenClaw users.

4chan-reader

v1.0.0

Browse 4chan boards and extract thread discussions into structured text files. Use when you need to fetch catalog information or specific thread content (including post text and file metadata) from 4chan boards like /a/, /vg/, /v/, etc.

Recipe to List

v0.1.3

Turn recipes into a Todoist Shopping list. Extract ingredients from recipe photos (Gemini Flash vision) or recipe web pages (search + fetch), then compare against the existing Shopping project with conservative synonym/overlap rules, skip pantry staples (salt/pepper), and sum quantities when units match. Also saves each cooked recipe into the workspace cookbook (recipes/).

Canvas LMS

v1.0.0

Access Canvas LMS (Instructure) for course data, assignments, grades, and submissions. Use when checking due dates, viewing grades, listing courses, or fetching course materials from Canvas.

ClearWeb

v1.0.0

Complete web access for AI agents via Bright Data CLI. Replaces native web_fetch, web_search, and browser tools with reliable, unblocked access to the entire...

here.now

v1.16.0

here.now lets agents publish websites and store private files in cloud Drives. Use Sites to publish HTML, documents, images, PDFs, videos, and static files t...

WordPress/WooCommerce Connector Lite

v1.0.1

Connects to a WooCommerce store via the OpenClaw Connector Lite plugin to fetch orders and products.

Opengraph Io

v1.4.0

Extract web data, capture screenshots, scrape content, and generate AI images via OpenGraph.io. Use when working with URLs (unfurling, previews, metadata), capturing webpage screenshots, scraping HTML content, asking questions about webpages, or generating images (diagrams, icons, social cards, QR codes). Triggers: 'get the OG tags', 'screenshot this page', 'scrape this URL', 'generate a diagram', 'create a social card', 'what does this page say about'.

AI Daily Digest

v1.0.0

Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Ch...

Aviation Weather

v1.0.0

Fetch aviation weather data (METAR, TAF, PIREPs) from aviationweather.gov. Use for flight planning, weather briefings, checking airport conditions, or any pilot-related weather queries. Triggers on "METAR", "TAF", "flight weather", "airport weather", "aviation weather", "pilot report", "PIREP", or specific ICAO codes.

Ai Research Scraper

v1.8.14

用于抓取AI领域最新研究信息的技能，重点关注AI产品发展。从知名AI网站获取信息，提供简洁概括和链接，限制数据量以便快速阅读。

Quodd

v0.1.2

Fetch real-time stock quotes via Quodd API. Get current prices, daily high/low, and after-hours data for US equities. Use when the user asks for stock prices...

UI/UX Design and Development

v1.0.0

Generate and serve live HTML/CSS/JS UI designs from natural language prompts. Use when the user asks to design, create, build, or prototype a website, landing page, UI, dashboard, web page, or frontend mockup. Also triggers on requests to update, tweak, or iterate on a previously generated design. Replaces traditional UI design + frontend dev workflow.

web-search

v1.0.0

使用无头浏览器通过多个搜索引擎搜索内容。用于当用户需要搜索最新新闻、时事、股票信息或其他需要实时网络数据的内容时。支持百度、Bing、360、Sogou、微信、今日头条、谷歌等国内外搜索引擎。

Frontend Design

v0.1.0

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Watch My Money

v1.0.0

Analyze bank transactions, categorize spending, track monthly budgets, detect overspending and anomalies. Outputs interactive HTML report.