Semantic C++ code analysis using libclang. Enables Claude to understand C++ codebases through AST parsing rather than text search - find classes, navigate inheritance, trace function calls, and explore code relationships.

A modular Wavespeed offering high-quality image and video generation with flexible outputs, robust error handling, and comprehensive logging.

SQLite-based data toolkit offering catalog enrichment, canned queries, and direct SQL execution for AI-driven, human-readable data exploration.

Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations.

RuneScape data toolkit delivering RS/OSRS item details, price history, highscores, and live rankings through unified endpoints.

Unified XRPL MCP server enabling cross-network access to accounts, tokens, NFTs, DIDs, and AMMs via a developer-friendly interface.

Real-time Python package vulnerability scanner that checks dependencies against OSV and NVD databases, providing comprehensive security analysis with CVE details, lock file support, and actionable upgrade recommendations.

Dynamic Azure DevOps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files.

Connects AI desktop apps with Revit via predefined tools to inspect parameters, read models, and select elements with feedback-driven collaboration.

Unified Cloudinary assets tooling enabling NLP-driven ingestion, transformation, AI analysis, and metadata orchestration across multiple tools.

CarrotAI is a cutting-edge AI agent application that delivers real-time streaming chat via Server-Sent Events (SSE) with built-in Model Control Protocol (MCP) integration. It supports concurrent connections to multiple SSE MCP servers and provides user interfaces in English, Chinese, and Japanese.

A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.

A browser extension and MCP server that allows you to interact with the browser you are using.

This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.

Grasshopper MCP Bridge - Claude takes control of Grasshopper

本项目是一个基于 FastMCP 的全网短视频去水印解析服务，支持多平台视频分享链接的解析，自动提取视频真实地址及相关信息。 适用于需要批量解析、去水印、采集短视频的场景。本项目还支持视频内容文本提取功能，可以通过语音识别将视频内容转为文本。

ai_agents_mcp_examples

MCP Implementation for Gmail Services

Refines AI-generated text into natural, grammatically correct, readable writing with length control and term preservation, integrating AI detection and Claude Desktop for seamless workflows.

Browser-first platform with visual node editing, local LLM inference, and modular flow-driven AI pipelines.

透過 MCP（Model Context Protocol），使 AI 工具能夠與 LINE Desktop 整合，並執行訊息的讀取與發送操作。Through the MCP (Model Context Protocol), AI tools can be integrated with LINE Desktop to perform message reading and sending operations.

A lightweight MCP (Model Context Protocol) server designed for seamless integrating ComIDP with Claude Desktop.

An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare (free) and ngrok automated tunnelling.

MCP Codestyle Server 是一个基于 Spring AI 实现的 Model Context Protocol (MCP) 服务器，为 IDE 和 AI 代理提供代码模板搜索和检索工具。该服务从本地缓存查找模板，并在缺失时自动从远程仓库下载元数据和文件进行修复。