Skip to main content
Glama
116,605 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Web Scraping" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    B
    maintenance
    Bridges the editing capabilities of an already-open DingTalk document in the browser to any MCP host via standard stdio, forwarding tools to the page's internal MCP server over a local WebSocket. Supports read/write operations through suggested edits, pairing-based security, and zero runtime dependencies.
    5
    24 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A server that enables web scraping of difficult-to-access websites affected by bot detection, captchas, or geolocation restrictions, returning results in either HTML or Markdown format.
    2
    80 npm
    18
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for converting App Store Optimization (ASO) data from platforms like App Store Connect into Web SEO data. It enables the creation of synced websites, keyword research, and automated blog content generation based on app store metadata.
    9
    33 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A TypeScript-based MCP server that enables AI assistants to execute HTTP requests with full control over methods, headers, and body content. It facilitates seamless interaction with web APIs and endpoints through a versatile tool that handles automatic JSON formatting and response truncation.
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Open-source MCP server that gives AI agents access to 100+ web applications through the user's authenticated browser session. No API keys, no screenshots, no DOM scraping — talks directly to web app internal APIs via a Chrome extension. Supports Slack, Discord, GitHub, Jira, Notion, Reddit, X, and 100+ more services with ~2,000 tools. Works with Claude Code, Cursor, Windsurf, and any MCP client.
    42
    1,006
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables browser automation using Puppeteer through the MCP interface. Allows launching browsers, creating pages, and executing arbitrary JavaScript for web scraping, testing, and debugging tasks.
    5
    141 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to print HTML, web pages, PDFs, and images to local printers by bridging to an existing client over WebSocket, including previews, printer discovery, batch jobs, and customizable PDF/print settings.
    16
    0
    MIT
  • A
    license
    C
    quality
    F
    maintenance
    Enables comprehensive browser automation through Browserless.io including PDF generation, screenshots, content extraction, performance audits, and web scraping with anti-detection capabilities. Provides a complete interface to browser automation tasks through natural language interactions.
    15
    14
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables comprehensive browser automation and web interaction through Playwright with 50+ specialized functions for navigation, form filling, data extraction, and Chrome DevTools Protocol support. Designed specifically for AI agents to perform complex web workflows including scraping, testing, and automated browsing tasks.
    10 npm
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Connects ChatGPT Web to a local development environment, enabling file reads and patches, shell execution, plan updates, and isolated worktree coordination through permissioned MCP tools.
    6
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables Purdue University students to access their Brightspace academic data including courses, assignments, and grades through web scraping with Duo Mobile 2FA authentication. Provides programmatic access to student academic information when official API access is restricted.
    6
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to create and manage visual automation configurations, workflows, and UI states through the Qontinui API. It supports project management, workflow execution, and configuration handling for automated web interactions.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides vehicle data scraping from keplaca.com through the Model-Context Protocol, allowing users to retrieve detailed information about Brazilian vehicles using license plate numbers.
    1
    ISC
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Node.js application that connects WhatsApp Web with AI models through the Model Context Protocol, enabling automated messaging, contact management, and group chat functionality through AI-driven workflows.
    26 npm
    46
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to pair with a personal or business WhatsApp account via terminal QR code, then send text messages, forward media from URLs, verify phone numbers, and check connection status.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP-compatible AI agents to execute typed live-app actions over WebSocket, allowing agents to directly interact with real application state without browser automation or scraping.
    21
    Business Source 1.1
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables authenticated MCP clients to automate UI-only operations on Digital Invoicing Software via Playwright, including login/session checks, navigation, dashboards, invoice validation/edit/duplication/export, reporting, screenshots, and user management with per-tenant isolation.
    -
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables advanced browser automation using real Brave Browser with 49 tools for web scraping, content extraction, video downloads, CAPTCHA solving, and anti-detection features. Includes automatic Brave installation, built-in ad-blocking with uBlock Origin, and support for complex scenarios like bypassing Cloudflare protection.
    1,699 npm
    1
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Helps users find suitable LinkedIn job opportunities by automatically scraping listings, analyzing compatibility with user profiles using AI, and sending custom match reports via email.
    1
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server that lets Claude read and send WhatsApp messages using a genuine WhatsApp Web client behind a code-enforced human-behavior middleware for safety.
    -
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that bridges VS Code Copilot to your mobile device, allowing you to monitor task progress and respond to decision prompts while away from your desk. It features real-time push notifications, a web-based dashboard, and interactive tools for remote code review and approval.
    4
    10 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to access content from authenticated web pages by opening a real browser for manual login and session capture. It saves browser profiles locally so users only need to log in once per service for future automated access.
    4
    161 npm
    36
    MIT