"Gin" matching MCP servers:

• Lead Gen MCP Server

  Sourav333444

  F

  license

  -

  quality

  D

  maintenance

  A free MCP server that runs a full B2B outbound pipeline inside a Claude conversation, enabling lead scraping, Google Sheets integration, and Instantly campaign creation.

  Last updated 2026-04-09

• mcp-dreamlaunchers-in

  dreamlaunchersin

  -

  license

  -

  quality

  -

  maintenance

  DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

  Last updated 2026-02-02

• 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

• 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

• 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

• 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

• QQ Channel Data Collector

  git-guocc

  A

  license

  -

  quality

  D

  maintenance

  Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

  Last updated 2025-08-28

  1

  MIT

• Gen AI Lyrics Search Agent

  tehmenghai

  F

  license

  -

  quality

  D

  maintenance

  A generative AI agent that searches song lyrics across the web and returns results formatted for mobile apps, built with MCP.

  Last updated 2025-04-22

  1

• Hacker News MCP

  Dhanush-git

  F

  license

  -

  quality

  C

  maintenance

  Enables AI agents to access Hacker News data including stories, items, users, and comments via MCP tools.

  Last updated 2026-07-11

• 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