"Amazon Web Services" matching MCP servers:

• Amazon Q Web Documentation

  Lumos-Labs-HQ

  F

  license

  -

  quality

  C

  maintenance

  Enables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.

  Last updated 2025-12-06

• Web Researcher MCP

  zoharbabin

  A

  license

  A

  quality

  B

  maintenance

  MCP server for AI-powered web research — search (Google, Brave, Serper, SearXNG), scrape any page, extract PDFs/DOCX/YouTube transcripts, academic & patent search. Single Go binary. Works with Claude, Cursor, Copilot, and any MCP client.

  Last updated 2026-05-30

  30

  9

  13

  MIT

• web-ui-component-spec-mcp

  gcsebas99

  A

  license

  A

  quality

  C

  maintenance

  Provides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.

  Last updated 2026-05-03

  10

  MIT

• Listing Bureau - Amazon

  listingbureau

  A

  license

  A

  quality

  B

  maintenance

  Amazon organic ranking MCP server. Run campaigns, track keyword positions, monitor rank movement.

  Last updated 2026-04-06

  21

  51

  MIT

• perplexity-web-mcp

  quequiere

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that enables AI assistants to perform web searches on Perplexity.ai using browser automation instead of an official API. It supports persistent authenticated sessions and returns search results along with cited sources directly to the client.

  Last updated 2026-03-06

  3

  25

  4

  MIT

• voc-amazon-reviews

  mguozhen

  A

  license

  A

  quality

  C

  maintenance

  Agent-native Amazon review intelligence — fetches verified reviews from 10 marketplaces via real Shulex OpenAPI (not scrapers) and produces copy-ready listing improvements grounded in actual customer language. Backed by a 2B-review historical dataset that Helium 10 / Jungle Scout can't replicate. Works in any MCP client (Claude Code, Claude Desktop, ChatGPT, Cursor, Windsurf, VS Code, Cline).

  Last updated 2026-05-25

  6

  23

  MIT

• Amazon Order History CSV

  marcusquinn

  A

  license

  A

  quality

  B

  maintenance

  Enables downloading Amazon order history as CSV files with support for orders, items, shipments, and transactions across 16 Amazon regional sites using browser automation.

  Last updated 2025-12-01

  11

  6

  MIT

• MCP Web Search Tool

  gabrimatic

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.

  Last updated 2026-05-23

  1

  14

  MIT

• web-search-agent

  WaynePluto

  F

  license

  A

  quality

  C

  maintenance

  An MCP server that enables Claude Code to perform web searches via Bing, read webpage content, and get current time, with a smart search skill for structured multi-source verification.

  Last updated 2026-03-24

  3

  1

• mcp-web-tools

  pietz

  A

  license

  A

  quality

  D

  maintenance

  Provides web access capabilities for LLMs including search, fetching, content extraction, PDF reading, image viewing, and screenshots.

  Last updated 2025-12-09

  3

  45

  MIT

• Web Reader

  zacfire

  A

  license

  A

  quality

  D

  maintenance

  Enables Claude and other LLMs to read and parse web content, with smart fallback strategies to bypass access restrictions (e.g., paywalls, Cloudflare) and output Markdown.

  Last updated 2025-07-25

  5

  86

  39

  MIT

• amazon-scraper-api

  ChocoData-com

  A

  license

  A

  quality

  C

  maintenance

  Fetch live Amazon product data using Amazon Scraper API MCP server

  Last updated 2026-05-27

  4

  205

  1

  MIT

• Web Inspector MCP

  antonzherdev

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to inspect, debug, and test web pages using Playwright. Provides comprehensive DOM inspection, visibility debugging, layout validation, and element finding capabilities in real browser environments.

  Last updated 2026-05-06

  34

  102

  2

  MIT

• MCP Web Browser Server

  random-robbie

  A

  license

  A

  quality

  C

  maintenance

  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

  27

  MIT

• WET - Web Extended Toolkit

  n24q02m

  A

  license

  A

  quality

  A

  maintenance

  Web search (embedded SearXNG), content extraction, and library docs indexing with hybrid search. No API keys required.

  Last updated 2026-05-29

  6

  8

• mcp-web-calc

  tickernelz

  A

  license

  A

  quality

  C

  maintenance

  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 2026-05-03

  5

  384

  5

  MIT

• Service Health MCP Server

  natashanajdovski

  A

  license

  A

  quality

  C

  maintenance

  A professional-grade MCP server that enables AI assistants to monitor web services, APIs, and HTTP endpoints with enterprise-level security.

  Last updated 2026-01-28

  1

  1

  MIT

• Web Research Assistant

  elad12390

  A

  license

  A

  quality

  B

  maintenance

  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 2026-05-26

  14

  9

  MIT

• web-search-mcp

  hbhszy

  A

  license

  A

  quality

  C

  maintenance

  Enables real-time web search via DeepSeek's search-enhanced dialogue, providing search results as answers through MCP tools.

  Last updated 2026-05-22

  1

  MIT

• MCP Web Tools

  SayreBlades

  F

  license

  A

  quality

  C

  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