Skip to content
Agentmart
Submit a tool

AI agent tools for web scraping

In this catalog, a web scraping tool is one that fetches pages and extracts structured content from websites. Our enrichment pass tags 174 listings with it: 84 MCP servers, 34 agent skills, 1 plugin, 2 agent frameworks and 53 AI agents. By listing rank, the top MCP server is Scrapling MCP Server, the top agent skill is agent-reach and the top AI agent is Browser Use. 23 of the 174 are published by the vendor behind the product, and 117 were active in the last 30 days. 12 of the 84 MCP servers run only as remote servers, with nothing to install locally. Each entry below links to its listing page, with grades, install commands and sources.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

What the job is

Tagged listings
174
By type
84 MCP servers, 34 agent skills, 1 plugin, 2 agent frameworks and 53 AI agents
Published by the vendor
23 of 174
Active in the last 30 days
117 of 174
Open source
102 of 174
MCP servers that run only remotely
12 of 84
Hosts named by the MCP servers
Claude Code (80), Cursor (80), VS Code (80)

Building blocks by type

The top entries of each type, by listing rank. Open a listing for its install command, grades and sources.

MCP servers 84 tagged

  1. 1
    Scrapling MCP Server

    D4Vinci

    Web scraping with stealth HTTP, real browsers, and Cloudflare bypass.

    • Most GitHub stars here (89,381)
    • Most weekly downloads here (269.4K)
    • Active in the last 30 days

    ★ 89.4K↓ 269.4K/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  2. 2
    Firecrawl MCP Server

    firecrawlOfficial

    Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.

    • Published by the vendor
    • 7.7K GitHub stars
    • Runs locally or as a remote server

    ★ 7.7KLast active Oct 23, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  3. 3
    Apify MCP Server

    apify.comOfficial

    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store

    • Published by the vendor
    • 12.9K GitHub stars
    • Remote server, no local install

    ★ 12.9KLast active Oct 24, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  4. 4
    CRW Web Scraper

    fastcrw

    Open-source web scraper for AI agents with scrape, crawl, and map tools

    • 1.2K GitHub stars
    • Active in the last 30 days
    • Open source (AGPL-3.0)

    ★ 1.2KLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  5. 5
    CRW Web Scraper

    us

    Open-source web scraper for AI agents with scrape, crawl, and map tools

    • 1.2K GitHub stars
    • Active in the last 30 days
    • Open source (AGPL-3.0)

    ★ 1.2KLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

Search MCP servers for web scraping → All connectors

Agent skills 34 tagged

  1. 1
    agent-reach

    Panniantong

    只读读取各平台内容：搜索、读帖、看评论、取字幕、查行情和职位。 Use when 用户提到或贴出链接：小红书/xiaohongshu、B站/bilibili、Twitter/X、Reddit、 YouTube（字幕、转录）、GitHub、V2EX、雪球/股票行情、LinkedIn/Boss直聘 职位、…

    • Repository has 101.7K stars
    • Active in the last 30 days
    • Open source (MIT)

    ★ 101.7KLast active Oct 23, 2026Claude Code, Claude apps, Codex, Cursor +6

  2. 2
    skill-builder

    yusufkaraaslan

    Automatically detect source types and build AI skills using Skill Seekers.

    • Repository has 15.2K stars
    • Active in the last 30 days
    • Open source (MIT)

    ★ 15.2KLast active Sep 30, 2026Claude Code, Claude apps, Codex, Cursor +6

  3. 3
    dbs-video-extract

    dontbesilent2025

    从抖音、小红书、微信视频号等平台链接或分享文案查询作品／账号数据并提取语音文字稿，按作者和标题归档为 Markdown。用户要求解析平台视频或取得数据、文字稿时使用；需配置 TikHub 与轻抖凭证，不负责本地成片章节导航或导航视频渲染。

    • Repository has 10.9K stars
    • Active in the last 30 days
    • Ships helper scripts

    ★ 10.9KLast active Oct 18, 2026Claude Code, Claude apps, Codex, Cursor +6

  4. 4
    seo-firecrawl

    AgriciDaniel

    Full-site crawling, scraping, and site mapping via Firecrawl MCP.

    • Repository has 20.1K stars
    • Active in the last 30 days
    • Open source (MIT)

    ★ 20.1KLast active Oct 22, 2026Claude Code, Claude apps, Codex, Cursor +6

  5. 5
    scrape

    garrytan

    Pull data from a web page through the Aside browser — your real, already signed-in sessions.

    • Largest repository here (137,493 stars)
    • Active in the last 30 days
    • Open source (MIT)

    ★ 137.5KLast active Oct 19, 2026Claude Code, Claude apps, Codex, Cursor +6

Search agent skills for web scraping → All skills

Plugins 1 tagged

  1. 1
    MCPBrowser - Real Browser for AI Agents

    cherchyk

    MCP browser server extension for AI agents.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 9Last active Oct 12, 2026VS Code, Cursor, Windsurf, VSCodium

Search plugins for web scraping → All plugins

Agent frameworks 2 tagged

  1. 1
    stagehand

    browserbase

    SDK for browser agents with act, observe and extract calls, used from TypeScript and Python to automate sites and pull out structured data.

    • Most GitHub stars here (25,800)
    • Most weekly downloads here (996K)
    • Active in the last 30 days

    ★ 25.8K↓ 996K/wkLast active Oct 23, 2026

  2. 2
    notte

    nottelabs

    Browser infrastructure for AI agents: local and cloud Playwright-based browser sessions, scraping and deployable browser functions.

    • 2K GitHub stars
    • Active in the last 30 days
    • For Python and JavaScript

    ★ 2K↓ 602/wkLast active Oct 24, 2026

Search agent frameworks for web scraping → All harnesses & sdks

AI agents 53 tagged

  1. 1
    Browser Use

    Browser Use

    Open-source browser agent in Python, plus a hosted cloud with stealth browsers and an agent API

    • Most GitHub stars here (119,023)
    • Most weekly downloads here (1.5M)
    • Active in the last 30 days

    ★ 119K↓ 1.5M/wkLast active Oct 22, 2026

  2. 2
    Skyvern

    Skyvern

    Automates browser workflows on any website with vision-based LLM agents, via no-code app, SDK or API

    • 23.3K GitHub stars
    • Active in the last 30 days
    • Open source (AGPL-3.0)

    ★ 23.3K↓ 1.1K/wkLast active Oct 24, 2026

  3. 3
    actionbook

    actionbook

    Chrome side-panel agent that works in your logged-in browser, reads data behind logins and delivers finished files or drafts.

    • 1.6K GitHub stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 1.6KLast active Oct 19, 2026

  4. 4
    webbrain

    webbrain-one

    Open-source browser extension that puts an AI agent in a side panel to chat about pages and run multi-step browser tasks.

    • 1.5K GitHub stars
    • Active in the last 30 days

    ★ 1.5KLast active Oct 22, 2026

  5. 5
    scout

    outcrawlai

    Open-source browser agent that drives a real browser through a page to finish a task and returns the answer

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 937Last active Oct 21, 2026

Search AI agents for web scraping → All agents

Example stacks

Combinations the catalog links as working together. These are examples built from public relations between listings, not recommendations by any vendor.

For business buyers: agents with stated pricing

Only agents whose listing states pricing are shown, with what the listing says. Check the publisher's pricing page before you buy.

AgentPricing in its listingSource
Browser UseBrowser UseUsage-based; pricing page checked Oct 2026Pricing page
SkyvernSkyvernFreemium with a free tier; $0 to $149 per month; pricing page checked Oct 2026Pricing page

Questions

What are the top tools for web scraping?
By listing rank, the top MCP server is Scrapling MCP Server, the top agent skill is agent-reach and the top AI agent is Browser Use. Rank weighs adoption, freshness, documentation and publisher identity; money never changes it.
How many tools does the catalog list for web scraping?
174 listings are tagged for it: 84 MCP servers, 34 agent skills, 1 plugin, 2 agent frameworks and 53 AI agents. Tags come from an automated enrichment pass over the top-ranked listings, so tools outside that pass are not counted.
Which AI apps do the MCP servers work with?
Of the 84 MCP servers, 80 list Claude Code, 80 list Cursor and 80 list VS Code as a supported host. Open a listing for its install command and the other hosts it names.
Do the AI agents for web scraping cost money?
Pricing is stated for 2 of the 53 agents: Browser Use (usage-based), Skyvern (freemium with a free tier). The other agents state no pricing in their listings.

174 listings are tagged for this use case; the lists above show the top entries.

Related