Development Tools

The Azure MCP Server provides a comprehensive bridge between AI agents and over 30 Azure services, enabling automated resource management, cloud architecture design, and database operations through a standardized interface.

A robust framework for building multi-agent systems and AI pipelines, featuring support for tool calling, vectorized model operations, and fine-tuning capabilities across various LLM providers.

The official MiniMax MCP server provides advanced multimodal AI capabilities including high-quality text-to-speech, voice cloning, music generation, and state-of-the-art video and image generation via MiniMax APIs.

The Azure DevOps MCP Server enables local interaction with Azure DevOps services like repositories, work items, builds, and wikis directly through MCP-compatible clients.

Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by Terraform

Rsdoctor is a comprehensive build analyzer for Rspack and webpack ecosystems that provides visualization, time consumption analysis, and an MCP server for intelligent troubleshooting.

A high-performance memory service that provides persistent, semantic context across AI sessions for Claude, Cursor, and other MCP clients. It features hybrid SQLite/Cloudflare storage, automated document ingestion, and a knowledge graph system for intelligent relationship mapping.

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

Integrates ElevenLabs' advanced text-to-speech and audio processing APIs into MCP clients, enabling voice cloning, speech generation, and multi-speaker transcription.

An MCP server for Xiaohongshu (XHS) automation, enabling AI-driven content publishing, cookie management, and creator data analysis via natural language.

Peekaboo is a native macOS automation server that provides high-fidelity screen capture, GUI control, and AI-powered vision analysis to perform complex UI tasks through a standardized MCP interface.

A plugin for JADX that integrates the Model Context Protocol (MCP) to enable AI-powered reverse engineering and static analysis of Android APKs directly within LLMs like Claude.

Minima is an on-premises RAG (Retrieval-Augmented Generation) server that enables local file searching and indexing for use with Claude, ChatGPT, and GitHub Copilot.

A robust MySQL database connector for LLMs featuring SSH tunnel support, security-focused read/write controls, and comprehensive schema inspection capabilities.

An MCP server that provides a direct interface to the Claude Code CLI, allowing agents to execute complex, multi-step coding tasks, file operations, and Git commands with automatic permission bypass.

A comprehensive directory and registry of officially maintained remote MCP servers, categorizing them by capability and authentication methods like OAuth 2.1 and API keys.

OpenOps is a no-code FinOps automation platform designed to manage and optimize cloud costs through customizable workflows, reporting tables, and deep integrations with AWS, Azure, and GCP.

A comprehensive open-source chatbot platform that integrates the Model Context Protocol (MCP) to provide advanced tools like browser automation, code execution, and visual workflows.

A native Go-based MCP server providing comprehensive management for Kubernetes, OpenShift, and Helm. It enables AI agents to perform CRUD operations, view logs, execute commands, manage Virtual Machines via KubeVirt, and monitor service meshes with Kiali.

A headless browser-based MCP server that uses Playwright to fetch, render, and extract clean Markdown or HTML content from JavaScript-heavy websites.

A proxy server that enables AI assistants to interact with JetBrains IDEs, facilitating code analysis and development tasks directly within the IDE environment.

SafeDep vet-mcp provides real-time security vetting for open source packages, detecting vulnerabilities and malicious code in software dependencies. It allows AI agents to perform automated security analysis and policy enforcement for multi-ecosystem projects.

A comprehensive MCP server that bridges AI IDEs with Tencent CloudBase, enabling full-stack application deployment, database management, and cloud function orchestration through natural language.

A bridge between Large Language Models and Robot Operating System (ROS), enabling bidirectional communication to control robots and monitor sensor data using natural language.

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

An MCP server that provides AI systems with access to structured documentation by fetching and parsing llms.txt files from user-defined URLs.

A documentation-specialized MCP server that provides AI agents with token-efficient access to technical docs, using session history to filter results and extract only the most relevant content.

A version-aware documentation indexing server that provides AI coding assistants with up-to-date, grounded context from websites, packages, and local files via semantic search.

A Model Context Protocol server that enables AI models to analyze Windows crash dumps and perform remote debugging by bridging with the WinDbg/CDB engine.

An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.