# MCP Integration

PopUI is a companion application for Claude Desktop on macOS, providing two - way interactive UI tools.

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

This project is a stock price server based on the Yahoo Finance API, designed specifically for MCP (Multi - Agent Control Protocol), providing functions such as real - time stock data acquisition, watchlist management, and technical analysis.

A demonstration of a RAG application integrated with an MCP server, featuring document retrieval, context-aware prompt generation, and LLM API integration.

A Python-based document processing and Retrieval Augmented Generation (RAG) server that uses the DuckDB database to store embedding vectors, supports multiple file format processing, and provides a Web interface and API.

A project demonstrating the integration of MCP and Cursor IDE

AgentCraft is an enterprise-level AI agent framework that provides secure and scalable intelligent agent services.

Chakra MCP Server is a tool that natively integrates with Anthropic's Model Context Protocol (MCP), allowing users to interact with databases and subscribed data shares through natural language. It supports natural language queries, data share interactions, and database management functions.

An MCP server based on the Serper API, providing Google search functionality and an AI in-depth research tool, supporting configurable search parameters, multi-level research depth, and result quality monitoring.

The Icons8 MCP Server provides instant access to over 368,865 icons for AI programming environments, supporting free high-resolution PNG previews and paid SVG downloads. It can be directly integrated into various development tools to quickly obtain icon resources.

A local task manager based on Redis, providing a modern web interface, rich CLI tools, and MCP server integration, supporting task management, time tracking, and log analysis.

The Generect Live API MCP Server provides B2B lead generation and company search tools, supports remote and local deployment, and allows access to various enterprise data services through an API key.

The MCP integration server of the Huly platform provides comprehensive workspace management functions such as project management, issue tracking, document collaboration, calendar events, and time tracking

The Indian Railways MCP service provides an integration of train information query tools

ReActMCP Web Search is an MCP server integrated with the Exa API, providing real-time web search functionality for AI assistants, supporting basic search and advanced filtering options, and returning results in Markdown format.

This project guides developers on how to integrate the MCP service with GitHub Copilot to extend the capabilities of the AI-assisted development workflow. Through less than an hour of learning, users will set up the GitHub MCP server, implement Copilot proxy mode integration, and complete the full process practice from issue research to code submission.

A full-stack application that integrates the Model Context Protocol (MCP) with Anthropic's Claude LLM, providing an interactive chat interface and utilizing MCP tools.

Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework designed for JupyterLab. It supports models from GitHub Copilot and other LLM providers, including local Ollama models. It significantly enhances productivity through features such as code generation, auto - completion, and chat interfaces, and supports the integration of Model Context Protocol (MCP) services.

A Docker-based secure code execution environment that provides isolated sandbox support for the MCP protocol

An MCP server implementation that provides video transcription functions (such as for YouTube, Facebook, TikTok, etc.) and can be integrated with LLMs.

workers-mcp is a toolkit that connects Cloudflare Workers to MCP clients, allowing developers to expose Worker functions for use by MCP clients such as Claude Desktop.

gbox is an open - source self - hosted sandbox project that provides a secure environment for MCP integration and other AI agent use cases. It includes tools such as a terminal, browser, and file editor, supports local task execution and file processing, and provides Python and Typescript SDKs.

A Gradle-based MCP server for managing Tomcat applications, providing process control, log query, and real-time monitoring functions

An AI planning system integrating Google Gemini CLI and Claude Code, providing functions such as automatic planning and execution, persistent context management, and MCP integration.

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.

An automated suite for Android APK security analysis that integrates tools such as JEB, JADX, APKTOOL, FlowDroid, and MobSF, and provides a unified API interface through the MCP protocol to achieve vulnerability detection with multi - tool cross - validation.

The AgentMail MCP server provides tools for interacting with the AgentMail API, supporting functions such as sending, receiving, and replying to emails.

ImageGen MCP Server is an MCP server that supports multiple AI image generation models (including GPT-Image-1, Google Imagen 4, Flux 1.1, etc.), providing flexible image generation, size adjustment, and output format options, and can be seamlessly integrated into various MCP clients.

Oracle Nightly is an MCP server based on TypeScript, providing semantic search functions for Oracle philosophical knowledge. It combines SQLite FTS5 full - text search and ChromaDB vector search, and includes an HTTP API and command - line tools.

An all-in-one Docker image for the QuantConnect Lean algorithmic trading engine, supporting automatic GPU selection, a modern web interface, REST API, and MCP protocol integration