"Web scraping and content extraction" matching MCP servers:

• Documentation Retrieval & Web

  AIwithhassan

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  Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.

  Last updated 2025-10-06

  1

  1

• content-core

  lfnovo

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  Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

  Last updated 2026-04-14

  1

  147

• content-optimizer-mcp

  sharozdawa

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  SERP-based content scoring and optimization with 7 SEO categories.

  Last updated 2026-03-22

  6

  MIT

• Web Content MCP Server

  amotivv

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  A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.

  Last updated 2025-03-12

  4

  11

• FastMCP Documentation & Web

  jcdumlao14

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  Enables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.

  Last updated 2025-12-21

  3

• PDF Extraction MCP Server

  xraywu

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  An MCP server that provides a tool to extract text content from local PDF files, supporting both standard PDF reading and OCR capabilities with optional page selection.

  Last updated 2025-05-31

  1

  28

• MCP Video Extraction Plus

  takereshui

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  quality

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  Enables video text extraction using multiple speech recognition providers including local Whisper, JianYing/CapCut, and Bilibili Cut services. Supports video downloading, audio extraction, and automatic speech-to-text transcription with configurable providers.

  Last updated 2025-11-22

  7

  MIT

• Strapi Content MCP

  PaulBratslavsky

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  Enables AI assistants to interact directly with Strapi v5 CMS content through full CRUD operations, media uploads, and content type exploration using Strapi's Document Service API.

  Last updated 2026-01-05

  65

  1

  MIT

• Universal Web Data Extraction

  Barath2812

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  Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.

  Last updated 2026-02-03

• MCP Content Credentials Server

  noga7

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  Enables reading and verifying C2PA Content Credentials from images and videos through both embedded manifests and invisible watermarks. Supports direct filesystem access, URL checking, and provides structured provenance data including creator identity, AI generation info, and content authenticity.

  Last updated 2025-12-12

  2

  MIT

• Web Resurrect MCP Server

  web-resurrect

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  Enables AI assistants to resurrect expired domains by fetching archived URLs, scraping content from the Wayback Machine, and rewriting pages using AI. It provides comprehensive tools for SEO enrichment, AI image generation, and automated publishing to WordPress sites.

  Last updated 2026-05-04

  33

  237

  MIT

• Prismic Content MCP

  rahulpowar

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  Enables interaction with Prismic through tools for reading documents, managing media assets, and performing content migrations or updates. Supports the Prismic Content, Asset, Migration, and Custom Types APIs with secure write operations and multi-transport support.

  Last updated 2026-03-05

  18

• content-distribution-mcp

  gomessoaresemmanuel-cpu

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  Multi-platform content distribution — draft posts, repurpose content, generate carousels, schedule, analyze performance, create threads. 7 MCP tools.

  Last updated 2026-03-26

  7

  16

  MIT

• Content Plan Builder

  smcdonnell7

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  An MCP server that uses AI to generate structured Asana project plans from diverse sources like text, PDFs, and meeting transcripts. It enables users to preview, generate, and directly sync detailed task lists, subtasks, and dependencies into Asana.

  Last updated 2026-02-06

  1

• MCP Web Browser Server

  random-robbie

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  An advanced web browsing server enabling headless browser interactions via a secure API, providing features like navigation, content extraction, element interaction, and screenshot capture.

  Last updated 2025-03-10

  6

  26

• mcp-web-calc

  tickernelz

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  An MCP server that enables web searching, URL content extraction, and summarization without requiring API keys. It also provides advanced mathematical evaluation and multi-language Wikipedia summary retrieval tools.

  Last updated 2026-03-11

  5

  356

  3

  MIT

• Web Research Assistant

  elad12390

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  Comprehensive web research toolkit with 13 tools for searching (via SearXNG), crawling, package discovery, GitHub metrics, error translation, API documentation lookup, data extraction, technology comparison, and service status checking.

  Last updated 2026-02-25

  14

  9

  MIT

• MCP Web Tools

  SayreBlades

  F

  license

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  quality

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  maintenance

  Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass external proxies.

  Last updated 2025-12-07

  2

• Content Fetcher MCP

  EbonyLouis

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  Fetches and tracks content from YouTube channels, RSS feeds, and GitHub releases with persistence to identify new items across sessions.

  Last updated 2025-11-20

  6

  2

  1

  MIT

• Web Search MCP

  guhcostan

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  Enables web searching via DuckDuckGo and extracting readable content from any URL using Mozilla Readability, providing web context similar to Cursor's built-in functionality.

  Last updated 2026-03-07

  2

  114

  3

  MIT