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Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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    This Serper MCP Server supports search and webpage scraping, and all the most recent parameters introduced by the Serper API, like location.
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    TypeScript
    MIT License
    • Apple
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    A TypeScript-based MCP server utilizing the UseScraper API to provide web scraping capabilities, allowing users to extract content from webpages in various formats.
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    JavaScript
    MIT License
    • Apple
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    A scraper tool that leverages the Oxylabs Web Scraper API to fetch and process web content with flexible options for parsing and rendering pages, enabling efficient content extraction from complex websites.
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    Python
    MIT License
    • Apple
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    Converts web-based documentation into markdown format using jina.ai's conversion service, allowing users to scrape documentation from any URL and save it as markdown files.
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    An authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.
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    TypeScript
    • Apple
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    A server that provides web scraping and intelligent content searching capabilities using the Firecrawl API, enabling AI agents to extract structured data from websites and perform content searches.
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    TypeScript
    MIT License
    • Apple
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    A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities.
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    JavaScript
    MIT License
    • Apple
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    An MCP server that allows Claude AI to search, explore, and compare arXiv papers efficiently through a custom-built local server.
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    1
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    MIT License
    • Linux
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    MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.
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    TypeScript
    MIT License
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    A Model Context Protocol server enabling AI assistants to scrape web content with high accuracy and flexibility, supporting multiple scraping modes and content formatting options.
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    TypeScript
    MIT License
    • Linux
    • Apple
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    Integration between Model Context Protocol (MCP) and Facebook's iOS Development Bridge (idb), enabling automated iOS device management and test execution through natural language.
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    JavaScript
    MIT License
    • Apple
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    Provides access to Prometheus metrics and queries through standardized Model Context Protocol interfaces, allowing AI assistants to execute PromQL queries and analyze metrics data.
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    89
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    MIT License
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    • Apple
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    Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.
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    711
    Python
    MIT License
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    A Model Context Protocol server that enables LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.
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    TypeScript
    MIT License
  • Clayofficial

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    A Model Context Protocol (MCP) server for Clay (https://clay.earth). Search your email, calendar, Twitter / X, Linkedin, iMessage, Facebook, and WhatsApp contacts. Take notes, set reminders, and more.
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    JavaScript
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    A server that provides tools to scrape websites and extract structured data from them using Firecrawl's APIs, supporting both basic website scraping in multiple formats and custom schema-based data extraction.
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    JavaScript
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in real browser environments.
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    9,457
    TypeScript
    MIT License
    • Linux
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    A Model Context Protocol server that allows AI models to access, analyze, and manage Meta advertising campaigns, enabling LLMs to retrieve performance data, visualize ad creatives, and provide strategic insights for Facebook and Instagram platforms.
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    87
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    Apache 2.0
    • Apple
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    swagger-mcp is a tool designed to scrape Swagger UI by extracting the swagger.json file and dynamically generating well-defined mcp tools at runtime. These tools can be utilized by the MCP client for further tool selection.
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    Go
    MIT License
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    A production-ready Model Context Protocol server that enables language models to leverage AI-powered web scraping capabilities, offering tools for transforming webpages to markdown, extracting structured data, and executing AI-powered web searches.
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    16
    Python
    MIT License
    • Apple
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    This server converts webpages into clean, structured Markdown optimized for language model consumption, removing unnecessary content and supporting JavaScript rendering.
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    JavaScript
    MIT License
    • Apple
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    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.
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    JavaScript
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    An MCP server that extracts meaningful content from websites and converts HTML to high-quality Markdown, using Mozilla's Readability engine.
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    JavaScript
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    A lightweight web scraping server that allows Claude Desktop users to extract various types of data from websites, including text, links, images, tables, headlines, and metadata using CSS selectors.
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    • Apple
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    This MCP scraps vinted for product info. Disclaimer: This script is designed for educational purposes only. It is intended to demonstrate web scraping techniques and should not be used for any commercial or personal gain. Please note that using this software may violate the terms of service of Vint
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    98
    Python
    GPL 3.0