# Web Search

An MCPAgent interactive application based on Streamlit, with functions such as conversation memory, web search, and model selection, providing a modern and responsive user interface.

A Google search MCP service without an API key, providing structured web search results

The MCP Server is a server that provides AI assistants with the ability to perform web searches and access web pages, supporting the secure acquisition of real-time information and the processing of web page content.

The MCP Gemini API server is a Google Gemini API proxy service designed for Cursor and Claude, providing functions such as text generation, image analysis, video analysis, and web search.

An intelligent research agent tool based on HuggingFace smolagents, providing advanced research functions such as web search and document analysis

A TypeScript-based MCP server that provides web search and content scraping functions through the Serper API and supports integration with Claude Desktop.

A powerful MCP server that provides web search and similar content search functions, specifically designed for Claude Desktop.

Demonstrate how to use Pydantic AI and the MCP Server to create a web search agent

This project provides two MCP server implementations that connect Claude Desktop to Azure search capabilities, supporting searches for document and web content through the Azure AI Agent Service (recommended) or direct Azure AI Search integration.

An MCP server based on Jina Reader API, providing web content search and retrieval functions.

This project provides two implementations of the MCP server, connecting Claude Desktop with Azure search capabilities and supporting document and web content search through Azure AI agent service (recommended) or direct Azure AI Search integration.

An MCP server project based on the Tavily API for performing web searches and returning results, supporting integration with clients such as Claude Desktop and Cursor.

An MCP service project based on DuckDuckGo, providing web search, result extraction, content retrieval, and summary generation functions.

Perplexity Deep Research MCP is a Model Context Protocol server that provides web search functionality for the Perplexity AI API, supporting AI assistants to perform web searches using the sonar - deep - research model.

An MCP server providing Marginalia search services

A simple MCP server based on Perplexity AI, providing web search functionality and supporting development and deployment in the Windows environment.

A research - level MCP server implementation that interacts with the Perplexity website without an API key, providing AI - driven research functions such as web search, document retrieval, API lookup, and code analysis.

Bocha is a search engine designed specifically for AI, providing high-quality search services for nearly tens of billions of web pages and ecological content across the network, supporting structured data in multiple vertical fields such as weather, news, and encyclopedias, and suitable for various AI applications.

An MCP server implemented for the RAG Web Browser Actor, supporting AI agents to perform web searches and content extraction.

This project documentation records the commonly used Model Context Protocol (MCP) server and its functions, including terminal control, web search, GitHub interaction, and knowledge graph memory functions.

A local web search server based on the MCP protocol that provides functions for web page content search, extraction, and processing, and supports result limitation, domain filtering, and content truncation.

This project implements the integration of the TypeScript MCP proxy with Ollama. Through a unified interface, AI models can call multiple tools, supporting functions such as file operations and web searches.

The Apify MCP Server is a service that implements the Model Context Protocol (MCP), allowing AI assistants to interact with various Actors on the Apify platform through SSE or Stdio to perform tasks such as data scraping and web search.

This is an extended project based on the AWS sample code repository, adding example functionality for PostgreSQL database connection and Wikipedia web search.

An MCP server implementation integrating the SearxNG API, providing web search functionality and supporting pagination control.

A local web search server based on the MCP protocol, providing web content search and extraction functions.

An MCP server that provides Google Search and web content viewing functions, with advanced anti - crawler evasion technology

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.

The Linkup MCP Server is a tool used to integrate Linkup's web search functionality with AI models supporting function calls through the MCP protocol.

An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.