# Intelligent Search

A powerful implementation of the Model Context Protocol (MCP) server that integrates multiple tools such as GitLab, Jira, Confluence, and YouTube, providing AI - driven search capabilities and development workflow tools.

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.

The Needle MCP Server is a document management and search tool that enables efficient document organization and retrieval by integrating with the Claude desktop application and leveraging the Needle ecosystem.

The MCP Server for Deep Research is a tool designed for researching complex topics, providing a complete research process from question refinement, sub - question generation to report writing, helping users systematically explore questions and generate structured reports.

MCPunk is a codebase conversation tool that does not require embedding, which helps LLMs understand codebases through intelligent search of code blocks.

An intelligent research assistant integrating Perplexity AI, providing functions such as search, document retrieval, API discovery, and code modernization check, supporting context tracking and efficient API management.

An intelligent documentation server that provides AI-assisted code improvement and document management functions through integration with Claude Desktop, supports multiple development frameworks, and has learning capabilities.

An AI chat system based on the MCP protocol, supporting intelligent calls to multiple servers

The AIO-MCP Server is a powerful model context protocol server that integrates multiple services such as GitLab, Jira, Confluence, and YouTube, providing AI-driven search capabilities and development workflow tools.

The MCP Memory Service is a semantic memory storage system based on ChromaDB and sentence transformers, providing long - term memory and semantic search functions for Claude Desktop.

The MCP Deep Web Research Server is an advanced web research tool based on Node.js, providing intelligent search queues, enhanced content extraction, and in-depth research capabilities, and can be integrated into the Claude desktop application.

Perplexity Advanced MCP is an advanced integration package that provides enhanced query processing capabilities through OpenRouter and Perplexity API, supporting simple and complex queries, and optimizing cost and performance.

A custom MCP server based on FastMCP that provides RAG functionality and multiple web search capabilities (Gemini 2.0 and Linkup), supporting local document retrieval and AI-enhanced search.

The Tacitbase MCP Server provides advanced search functions, combining native search and Typesense to enhance search capabilities.

The MCP Documentation Server is an intelligent document management tool that integrates AI code assistance and document search functions and supports multiple mainstream development frameworks.

The Sanity MCP Server is a service that connects the Sanity content management system with AI tools, enabling intelligent content management and operations through natural language instructions.

LinkedInMCP is an innovative model context protocol server designed to change the way developers interact with the LinkedIn API, providing an intelligent and secure framework for LinkedIn data retrieval and interaction.

An intelligent MCP server that acts as a guardian of development knowledge, providing AI assistants with access to the latest documentation and best practices.

The Unsplash Smart MCP Server is a professional image library integration solution designed for AI agents. It provides intelligent search, automatic attribution, and project-aware image management functions, simplifying the process of obtaining visual content for developers.

An MCP server for automatically installing VS Code extensions in the Cursor IDE, supporting natural language search, intelligent ranking, and automatic download and installation.

This project provides multiple MCP servers to enhance the functionality of the Cursor editor, including modules for Git management, search services, GitHub integration, memory storage, and sequential thinking.

A document search assistant integrated with Claude AI. It enhances Claude's document retrieval capabilities through the MCP server and supports intelligent search and explanation of documents for multiple AI/ML libraries.

An MCP server based on the Perplexity API, providing intelligent web search functions, supporting automatic model selection and various search filtering functions.

The MCP Deep Web Research Server is an advanced web research tool based on the Model Context Protocol, providing intelligent search queues, enhanced content extraction, and in - depth research capabilities, and can integrate real - time information into Claude.