W

Websearch Tools

WebSearch is an advanced web search and content extraction tool based on Python and the Firecrawl API, providing functions such as intelligent search, content scraping, and web crawling, and supporting MCP protocol integration.
2.5 points
18

What is the WebSearch MCP Server?

The WebSearch MCP Server is a tool based on the Model Context Protocol (MCP), designed to help users efficiently obtain information on the web through advanced search and content extraction. It integrates multiple functions, such as intelligent search, web page scraping, content parsing, and data export.

How to use the WebSearch MCP Server?

Using the WebSearch MCP Server is very simple. First, install the required dependencies, then set the necessary API keys, and finally run the server to start using its provided functions.

Applicable Scenarios

Suitable for scenarios that require rapid retrieval of Internet data, analysis of web page content, or batch downloading of specific information, such as market research, data analysis, or academic research.

Main Features

Advanced SearchPerform a deep web search based on the input keywords and return detailed search results.
Content ExtractionExtract the required information from a specified list of URLs, supporting natural language instructions.
Web CrawlerRecursively crawl the target website, supporting the setting of maximum depth and page limits.
Web Page ScrapingExtract structured data from a single web page and support the screenshot function.

Advantages and Limitations

Advantages
Powerful and diverse functions, supporting various task requirements.
Integrates multiple APIs, such as Firecrawl and OpenAI, to enhance search and analysis capabilities.
Easy to configure, suitable for users with different technical levels.
Open - source and free, facilitating secondary development and customization.
Limitations
Some advanced functions may require additional API key support.
For large - scale crawler tasks, stronger hardware support may be required.
Relies on external API services, and network conditions may affect performance.

How to Use

Install Dependencies
Ensure that Python 3.8 or a higher version is installed, and synchronize the dependencies through the uv package manager.
Configure Environment Variables
Create a.env file and add the Firecrawl and OpenAI API keys.
Start the Server
Run the main script to start the WebSearch MCP Server.

Usage Examples

Search ExampleSearch for relevant materials about 'Artificial Intelligence'.
Content Extraction ExampleExtract contact information from a company's official website.

Frequently Asked Questions

How to obtain the API keys for Firecrawl and OpenAI?
Why are the search results sometimes inaccurate?

Related Resources

WebSearch GitHub Repository
View the source code and contribute to the project.
Firecrawl Official Documentation
Learn more about the usage of the Firecrawl API.
OpenAI Official Platform
Register and obtain the OpenAI API key.
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "websearch": {
      "command": "uv",
      "args": [
        "--directory",
        "D:\\ABSOLUTE\\PATH\\TO\\WebSearch",
        "run",
        "main.py"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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
343
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
830
4.3 points
M
MCP Server Airbnb
Certified
MCP service for Airbnb listing search and details query
TypeScript
248
4 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
229
4 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
1.1K
5 points
B
Bilibili MCP Js
Certified
A Bilibili video search server based on the Model Context Protocol (MCP), providing API interfaces to support video content search, paginated queries, and video information return, including LangChain call examples and test scripts.
TypeScript
245
4.2 points
F
Firecrawl MCP Server
The Firecrawl MCP Server is a Model Context Protocol server integrating Firecrawl's web - scraping capabilities, providing rich web - scraping, searching, and content - extraction functions.
TypeScript
3.9K
5 points
R
Rednote MCP
RedNote MCP is a tool that provides services for accessing Xiaohongshu content. It supports functions such as authentication management, keyword - based note search, and command - line initialization, and can access note content via URL.
TypeScript
450
4.5 points
Featured MCP Services
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
141
4.5 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
86
4.3 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
1.7K
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
830
4.3 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
6.7K
4.5 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#
567
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
754
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
284
4.5 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase