Memory Store MCP Server

Memory Store MCP Server

A lightweight, stateless MCP server utilizing Puppeteer for web searches, returning structured JSON results, easily integratable with other MCP-enabled systems.

Category
Visit Server

Tools

search_web

Search the web using Google

README

Memory Store MCP Server

A Model Context Protocol (MCP) server that provides web search capabilities using Puppeteer.

Features

  • Web search functionality via Google
  • Structured JSON results
  • Lightweight and stateless design
  • Easy integration with MCP-enabled systems

Installation

  1. Clone the repository:

    git clone https://github.com/yourusername/mcp-server.git
    cd mcp-server
    
  2. Install dependencies:

    npm install
    
  3. Build the project:

    npm run build
    

Configuration

Create a .env file in the project root with the following environment variables:

# Puppeteer configuration
PUPPETEER_EXECUTABLE_PATH=/path/to/chrome
PUPPETEER_HEADLESS=true

# Server settings
PORT=3000

Usage

Start the server:

npm start

The server will be available to MCP clients. Example usage through MCP:

{
  "tool": "search_web",
  "arguments": {
    "query": "example search"
  }
}

Development

Building the Project

npm run build

Running Tests

npm test

Linting

npm run lint

Formatting

npm run format

License

This project is licensed under the MIT License - see the LICENSE file for details.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured