# Web Search

Zed extension that integrates exa-mcp-server to provide web search and content crawling functions

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

A lightweight MCP server tool that provides efficient web content search and extraction functions for LLMs, supporting DuckDuckGo search, GitHub code search, and web content cleaning to optimize LLM input.

An MCP server project that uses the Tavily API for web searches and can be integrated into Claude Desktop to provide search functionality

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

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.

An MCP server that allows Claude Desktop to directly call the ChatGPT API, supporting custom parameters and web search functions.

The Linkup MCP Server is a server based on the Model Context Protocol, providing real-time web search and web page content scraping functions through the Linkup API, enabling AI assistants to access the latest information on the Internet.

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

This project uses the SmolAgents library to build an AI assistant that integrates Brave Search and Crawl4ai's MCP server, capable of performing web searches and crawling 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.

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

An MCP server implementation integrating the SearXNG API, providing web search functions and supporting features such as pagination, time filtering, language selection, and safe search.

An MCP server based on the Tavily API that provides real-time web search functionality for AI models and supports configuration of multiple search parameters.

An MCP server implementation integrating multiple search engines and web page scraping functions

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.

An MCP server that provides Google search and web content viewing functions, with advanced anti-bot detection and avoidance capabilities, supporting custom search, caching, and browser instance pool management.

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

A DuckDuckGo search plugin designed for Claude Code, providing functions such as web search, result detail acquisition, and related search suggestions, supporting advanced filtering and content exploration.

A server project based on the MCP protocol that implements web search functionality by integrating the Brave API and can be used as a Claude extension.

An MCP server implementation integrating the Brave Search API, providing web search and local search functions, supporting result filtering and intelligent fallback mechanism.

This project is an MCP server demonstration based on the Tavily API, used to handle web search queries and supports the standard input-output transmission mode.

An MCP service for web search without an API key based on multiple search engines, supporting structured result return and article content retrieval

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.

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.

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

The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.

The Tavily MCP Server is an AI web search service based on the Tavily Search API, providing web search, answer generation, and news search functions, and supporting multiple installation and configuration methods.

An MCP server based on the Perplexity AI API, providing web search functionality for the Claude desktop client.

A web search tool project based on DuckDuckGo, including an MCP server and client, which needs to be accessed through a browser interface