# 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.

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.

A cross - platform tool that supports batch converting PNG/JPG images to WebP format, provides multi - threaded processing and various conversion options, and integrates the MCP protocol for easy use in AI development environments.

The Eunomia MCP Server is an open - source data governance tool for data policy management in LLM applications, supporting integration with the MCP server.

An AI - based automatic meeting scheduling assistant based on the Model Context Protocol that can automatically parse When2Meet event information and mark users' available time through natural language or timestamps.

Brummer is a terminal user interface tool that supports multiple package managers, provides intelligent log management and real - time monitoring, and integrates the MCP server for external tool access.

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

The GigAPI MCP server is an MCP-compatible service designed for the GigAPI time-series data lake. It provides the ability to seamlessly integrate with Claude Desktop and other MCP clients, supporting operations such as SQL queries, data writing, and database management.

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

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

The Nia Codebase MCP service provides code understanding and integration functions

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.

The Railway MCP Server is a service based on the Model Context Protocol (MCP) for managing the infrastructure of Railway.app through natural language, including deploying services, managing variables, and monitoring deployments.

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.

Continuo is a persistent memory system that provides semantic search and hierarchical compression functions for the development environment, enabling cross - session knowledge storage and retrieval through a vector database and the MCP protocol.

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

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.

A ResourceHacker tool server based on the MCP protocol, which can operate Windows PE file resources through natural language, supporting resource operations such as extraction, modification, addition, and deletion

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

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.

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