"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

  2

• content-core

  lfnovo

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  license

  B

  quality

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  maintenance

  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 2026-05-12

  1

  161

  MIT

• paper-extraction-MCP

  tylo-git

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  Enables structured information extraction from academic PDFs using LLMs, integrating with Claude Desktop for natural language querying and batch processing.

  Last updated 2026-03-30

  2

  MIT

• MCP Video Extraction Plus

  takereshui

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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

• PDF Extraction MCP Server

  isthisemaildangerous

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  Enables Claude to extract text and metadata from PDF files via URL or base64 encoding. Supports optional bearer token authentication and can be deployed as a custom connector on claude.ai.

  Last updated 2026-02-27

• entity-extraction-mcp

  biancaroh-design

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  Enables entity extraction from conversations using Claude AI, with tools to recommend coupons for membership inquiries and issue tickets for delivery delays.

  Last updated 2025-10-31

• content-optimizer-mcp

  sharozdawa

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  license

  A

  quality

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  maintenance

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

  Last updated 2026-03-22

  6

  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

  11

  MIT

• 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

  9

  1

  MIT

• Web Content MCP Server

  amotivv

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  license

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  maintenance

  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

  MIT

• 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

  30
• 

  thunderbit-web-scraping-mcpofficial

  thunderbit-com

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  license

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  quality

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  maintenance

  Thunderbit MCP lets AI agents search, scrape, and extract structured data from any website.

  Last updated 2026-05-28

  13

  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

  25

  1

  MIT

• Content Registry MCP

  CSOAI-ORG

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  license

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  quality

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  maintenance

  Content Registry - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  7

  MIT

• url-content-mcp

  artryazanov

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  MCP server that fetches raw HTML content from a given URL to provide web context to LLMs.

  Last updated 2025-09-11

  1

  The Unlicense

• MedAdapt Content Server

  ryoureddy

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  A specialized Model Context Protocol server that enhances AI-assisted medical learning by connecting Claude Desktop to PubMed, NCBI Bookshelf, and user documents for searching, retrieving, and analyzing medical education content.

  Last updated 2025-03-28

  7

  MIT

• content-research-mcp

  wjddusrb03

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  Combines Naver DataLab trends, blog/news search, translation, and Unsplash images into a single research pipeline for content creators. Generates comprehensive research reports from a single query.

  Last updated 2026-03-20

  MIT

• MCP Video & Audio Text

  SealinGp

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  An MCP server that downloads videos/extracts audio from various platforms like YouTube, Bilibili, and TikTok, then transcribes them to text using OpenAI's Whisper model.

  Last updated 2025-05-27

  9

  MIT