"Gin" matching MCP servers:

• playwright-min-network-mcp

  bun913

  A

  license

  -

  quality

  F

  maintenance

  A minimal network monitoring MCP tool for Playwright browser automation. Just 5 simple tools to capture, filter, and analyze network traffic during web automation with MCP context efficiency.

  Last updated 2025-07-13

  11

  9

  MIT

• ToolSnap MCP

  icosaedro-git

  A

  license

  A

  quality

  A

  maintenance

  Context-efficient MCP server for AI agents. fetch_extract reduces token usage by a median 98.1% (53,820 → 2,001 tokens) vs raw HTML — saves ~$0.156/call at Sonnet pricing. Pay $0.02 USDC on Base via x402. First call free per wallet. 10 always-free utility tools included.

  Last updated 2026-07-26

  33

  1

  MIT

• gemini-omni-mcp

  tamiratias93-gif

  F

  license

  A

  quality

  C

  maintenance

  MCP server that lets Claude control Google Gemini Omni video generation via a browser bridge (Playwright) until the official API ships.

  Last updated 2026-06-21

  3

• Amazon.in MCP Server

  kausikram

  A

  license

  A

  quality

  A

  maintenance

  Enables searching products, viewing orders, and analyzing order trends on Amazon.in via a persistent Playwright browser session.

  Last updated 2026-07-04

  9

  The Unlicense

• Mercadona MCP Server

  igorsafonov-gif

  A

  license

  A

  quality

  C

  maintenance

  Enables shopping at Mercadona online grocery store via Claude, allowing catalog search, cart management, and order history retrieval while keeping payment control with the user.

  Last updated 2026-06-28

  14

  MIT

• Chrome DevTools MCP

  SHAY5555-gif

  A

  license

  A

  quality

  D

  maintenance

  Enables AI coding assistants to control and inspect a live Chrome browser for automation, debugging, performance analysis, and screenshot capture through Chrome DevTools.

  Last updated 2025-12-28

  26

  2,520,600

  3

  Apache 2.0

• Weather Israel MCP

  rivka-git

  F

  license

  A

  quality

  C

  maintenance

  Enables fetching weather forecasts for Israeli cities via browser automation with Playwright, no API needed.

  Last updated 2026-07-08

  4

• UserFlow MCP

  prembobby39-gif

  A

  license

  -

  quality

  D

  maintenance

  Simulates real users navigating your app and delivers qualitative UX feedback, including persona-driven testing, auto-friction detection, and WCAG accessibility audits.

  Last updated 2026-04-08

  14

  1

  MIT

• LinkAgent

  karthik-ak-Git

  A

  license

  -

  quality

  B

  maintenance

  LinkAgent is a Python MCP server that extracts structured data from any website via Chrome DevTools Protocol. It features a plugin architecture with LinkedIn-specific extractors for feed, profiles, companies, jobs, and search, plus a Chrome extension bridge for authenticated browsing.

  Last updated 2026-07-26

  1

  MIT

• WeatherForcast-MCP-using

  chanaR-git

  F

  license

  -

  quality

  B

  maintenance

  Enables fetching weather forecasts for the USA via NWS API and for Israel via browser automation using Playwright.

  Last updated 2026-06-24

• WinCommander

  Chaiyuhao

  F

  license

  -

  quality

  B

  maintenance

  Turns any Windows device into a remotely controllable MCP toolset, allowing a mobile AI agent to execute CLI, GUI, browser, and system commands on Windows without an API key.

  Last updated 2026-07-05

• mcp-dreamlaunchers-in

  dreamlaunchersin

  -

  license

  -

  quality

  -

  maintenance

  DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

  Last updated 2026-02-02

• crawl-mcp-server

  Git-Fg

  F

  license

  -

  quality

  -

  maintenance

  An MCP server for web content extraction that converts HTML pages into clean, LLM-optimized Markdown using Mozilla's Readability. It supports batch processing, intelligent multi-page crawling, and configurable caching while respecting robots.txt standards.

  Last updated 2026-01-14

  9