Web Search
W

Web Search

A lightweight web search service based on the MCP protocol
2 points
6.0K

What is the Memory Store MCP Server?

The Memory Store MCP Server is a lightweight tool that provides web search functionality. It uses the Google search engine to generate structured JSON results. The server is simply designed and easy to integrate, suitable for use with systems compatible with the MCP (Model Context Protocol).

How to use the Memory Store MCP Server?

First, start the server, then execute queries by sending requests with search keywords. The server will return structured JSON results for easy further processing.

Applicable Scenarios

Suitable for applications that need to quickly obtain web information, such as knowledge management systems and intelligent assistants.

Main Features

Google Search Integration
Implement Google search functionality by driving the browser with Puppeteer.
Structured JSON Output
Search results will be returned in an easily parsable JSON format.
Lightweight Design
Stateless architecture to ensure efficient operation.
Easy Integration
Supports seamless docking with the MCP protocol.
Advantages
Quick response to web queries
Structured output for easy processing
Low resource consumption
Open source and free
Limitations
Depends on Google search services
May be affected by network restrictions
Does not support in - depth customization of multiple languages

How to Use

Install the Server
Clone the project repository and install the required dependencies.
Configure Environment Variables
Set necessary environment variables such as the Puppeteer path and port number.
Start the Server
Run the script to start the MCP server.

Usage Examples

Basic Search
Send a simple search request to the server.
Advanced Search
Search using more complex query conditions.

Frequently Asked Questions

How to confirm if the server has started successfully?
Why are the search results sometimes inaccurate?
Does the server support multi - language search?

Related Resources

GitHub Project Homepage
Project source code and documentation
Official MCP Protocol Documentation
Understand the basic knowledge of the MCP protocol
Online Demo Video
Watch the server operation demonstration

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
10.1K
5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
A
Annas MCP
The MCP server and CLI tool of Anna's Archive are used to search for and download documents on the platform and support access through an API key.
Go
6.7K
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
15.7K
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
46.6K
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
16.6K
4 points
A
Apple Notes MCP
A server that provides local Apple Notes database access for the Claude desktop client, supporting reading and searching of note content.
Python
12.7K
4.3 points
M
Modelcontextprotocol
Certified
This project is an implementation of an MCP server integrated with the Sonar API, providing real-time web search capabilities for Claude. It includes guides on system architecture, tool configuration, Docker deployment, and multi-platform integration.
TypeScript
13.9K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
16.2K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
16.1K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
25.3K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
46.6K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
20.8K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
46.6K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
31.7K
4.8 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
16.4K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase