"Understanding Web Scraping Techniques" matching MCP servers:

• Web Search MCP

  sydasif

  A

  license

  A

  quality

  B

  maintenance

  Provides LLMs with real-time web search and content extraction capabilities, including text/news search, full-text URL reading, and targeted technical documentation search.

  Last updated 2026-07-31

  6

  3

  18

  MIT

• Perplexity Web MCP

  devdotbo

  A

  license

  C

  quality

  F

  maintenance

  MCP server providing 22 tools to query Perplexity AI's premium models (GPT-5.4, Claude 4.7 Opus, etc.) with citations, source discovery, and rate limit checking for AI agents.

  Last updated 2026-05-01

  23

  10

  MIT

• Perplexity Web MCP

  jacob-bd

  A

  license

  B

  quality

  A

  maintenance

  Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, Claude 4.6 Opus, Gemini 3.1 Pro, etc.) via MCP tools, CLI, or API, with support for deep research, model council, and multi-turn conversations.

  Last updated 2026-07-28

  30

  154

  MIT

• Secant Agent Research

  jnilrac

  A

  license

  A

  quality

  A

  maintenance

  Paid web research MCP tools for autonomous agents: search, page extraction, citations, and diff monitoring through a live x402 API. Unpaid calls return the Base USDC payment requirement so agents can pay and retry safely.

  Last updated 2026-05-26

  4

  1

  MIT

• superFetch MCP Server

  j0hanz

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that fetches web pages and extracts clean, AI-friendly Markdown content using Mozilla Readability. It provides secure web access for LLMs with built-in SSRF protection and automated content cleaning for improved context retrieval and summarization.

  Last updated 2026-04-11

  1

  259

  MIT

• nab

  MikkoParkkola

  A

  license

  A

  quality

  A

  maintenance

  Ultra-fast web fetcher and MCP server written in Rust. Fetches any URL as clean Markdown with HTTP/3, JavaScript rendering, anti-fingerprinting, browser cookie authentication from Chrome/Firefox/Brave, and 1Password integration.

  Last updated 2026-07-27

  8

  8

  MIT

• Crawl-MCP

  walksoda

  A

  license

  A

  quality

  A

  maintenance

  Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.

  Last updated 2026-07-05

  19

  47

  MIT

• Gemini Research MCP Server

  machinemates-ai

  A

  license

  A

  quality

  B

  maintenance

  MCP server for AI-powered research using Gemini. Provides fast grounded web search, deep autonomous research, URL extraction, and session management.

  Last updated 2026-06-03

  6

  9

  MIT

• Sage MCP

  sagemcp

  A

  license

  B

  quality

  F

  maintenance

  A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/API key authentication for 23+ services, enabling integration with Claude Desktop and other clients via a web interface and CLI.

  Last updated 2026-04-17

  13

  44

  MIT

• AI Competitive Research

  Aditya201206

  F

  license

  B

  quality

  C

  maintenance

  Automates competitive research for startup ideas by executing a 7-step pipeline including idea understanding, competitor discovery, profile extraction, feature comparison, market gap analysis, innovation scoring, and report generation.

  Last updated 2026-07-26

  8

• SWMM-MCP

  kLabUM

  A

  license

  B

  quality

  D

  maintenance

  An MCP server that provides a toolbox for interacting with EPA SWMM stormwater models, enabling users to analyze model data and interpret results through LLM-driven tools. It assists stormwater modelers in understanding hydraulic systems and modeling behavior using natural language interfaces.

  Last updated 2026-06-17

  18

  6

  MIT