CCM
/MCP
SkillsMCPMarketplacesDigestToolsAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Skill index
  • MCP index
  • Marketplace index
  • Plugins Reference

Community

  • About
  • Tools
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
jae-jae avatar

G-Search

jae-jae/g-search-mcp
263
Summary

G-Search MCP provides a Google search tool that executes multiple search queries in parallel using Playwright, returning structured JSON results with configurable parameters like result limits, timeouts, and locale settings. The server handles CAPTCHA verification automatically by enabling visible browser mode when needed and simulates real user behavior to avoid detection. It solves the problem of inefficient sequential searching by enabling simultaneous keyword searches across multiple browser tabs within a single instance.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
g-search-mcp Logo

G-Search MCP

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

This project is modified from google-search.

🌟 Recommended: OllaMan - Powerful Ollama AI Model Manager.

Advantages

  • Parallel Searching: Supports searching with multiple keywords on Google simultaneously, improving search efficiency
  • Browser Optimization: Opens multiple tabs in a single browser instance for efficient parallel searching
  • Automatic Verification Handling: Intelligently detects CAPTCHA and enables visible browser mode for user verification when needed
  • User Behavior Simulation: Simulates real user browsing patterns to reduce the possibility of detection by search engines
  • Structured Data: Returns structured search results in JSON format for easy processing and analysis
  • Configurable Parameters: Supports various parameter configurations such as search result limits, timeout settings, locale settings, etc.

Quick Start

Run directly with npx:

npx -y g-search-mcp

First time setup - install the required browser by running the following command in your terminal:

npx playwright install chromium

Debug Mode

Use the --debug option to run in debug mode (showing browser window):

npx -y g-search-mcp --debug

Configure MCP

Configure this MCP server in Claude Desktop:

MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "g-search": {
      "command": "npx",
      "args": ["-y", "g-search-mcp"]
    }
  }
}

Features

  • search - Execute Google searches with multiple keywords and return results
    • Uses Playwright browser to perform searches
    • Supports the following parameters:
      • queries: Array of search queries to execute (required parameter)
      • limit: Maximum number of results to return per query, default is 10
      • timeout: Page loading timeout in milliseconds, default is 60000 (60 seconds)
      • noSaveState: Whether to avoid saving browser state, default is false
      • locale: Locale setting for search results, default is en-US
      • debug: Whether to enable debug mode (showing browser window), overrides the --debug flag in command line

Example usage:

Use the search tool to search for "machine learning" and "artificial intelligence" on Google

Example response:

{
  "searches": [
    {
      "query": "machine learning",
      "results": [
        {
          "title": "What is Machine Learning? | IBM",
          "link": "https://www.ibm.com/topics/machine-learning",
          "snippet": "Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy."
        },
        ...
      ]
    },
    {
      "query": "artificial intelligence",
      "results": [
        {
          "title": "What is Artificial Intelligence (AI)? | IBM",
          "link": "https://www.ibm.com/topics/artificial-intelligence",
          "snippet": "Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities of the human mind."
        },
        ...
      ]
    }
  ]
}

Usage Tips

Handling Special Website Scenarios

Adjusting Search Parameters
  • Search Result Quantity: For more search results:

    Please return the top 20 search results for each keyword
    

    This will set the limit: 20 parameter.

  • Increase Timeout Duration: For slow loading situations:

    Please set the page loading timeout to 120 seconds
    

    This will adjust the timeout parameter to 120000 milliseconds.

Locale Settings Adjustment
  • Change Search Region: Specify a different locale setting:
    Please use Chinese locale (zh-CN) for searching
    
    This will set the locale: "zh-CN" parameter.

Debugging and Troubleshooting

Enable Debug Mode
  • Dynamic Debug Activation: To display the browser window during a specific search operation:
    Please enable debug mode for this search operation
    
    This sets debug: true even if the server was started without the --debug flag.

Installation

Prerequisites

  • Node.js 18 or higher
  • NPM or Yarn

Install from Source

  1. Clone the repository:
git clone https://github.com/jae-jae/g-search-mcp.git
cd g-search-mcp
  1. Install dependencies:
npm install
  1. Install Playwright browser:
npm run install-browser
  1. Build the server:
npm run build

Development

Auto Rebuild (Development Mode)

npm run watch

Using MCP Inspector for Debugging

npm run inspector

Related Projects

  • fetcher-mcp: A powerful MCP server for fetching web page content using Playwright headless browser. Features intelligent content extraction, parallel processing, resource optimization, and more, making it an ideal tool for web content scraping.

License

Licensed under the MIT License

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Categories
Search & Web Crawling
UpdatedJan 30, 2026
View on GitHub

More from jae-jae

  • Fetcher1k

Related Search & Web Crawling MCP Servers

View all →
egoist avatar
Fetch

egoist/fetch-mcp

Fetch URLs and YouTube transcripts via MCP endpoints for downstream clients.
156
dianel555 avatar
Paper Search

dianel555/paper-search-mcp-nodejs

Provides multi-platform academic paper search and download through an MCP interface with 14 sources and unified data modeling.
153
dave-london avatar
Pare Search

io.github.dave-london/pare-search

Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.
128
pulsemcp avatar
Pulse Fetch

com.pulsemcp/pulse-fetch

MCP server for fetching web resources with content extraction and anti-bot bypass.
71
regsorm avatar
code-index

io.github.regsorm/code-index

Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. Static binary.
65
mikerecognex avatar
Mcp Codebase Index

mikerecognex/mcp-codebase-index

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.
56