BioMCP is an open - source biomedical AI toolkit that provides professional biomedical knowledge support for AI systems by connecting to authoritative data sources.

MoltBridge is a platform that provides professional network intelligence for AI agents. It analyzes interpersonal relationships through a graph database to help AI agents find the best contact path and generate credibility proof.

MoziChem - MCP is a collection of servers for chemical engineering and chemical applications based on the Model Context Protocol (MCP). It provides professional tools such as thermodynamic models, equation of state calculations, and phase equilibrium calculations, and supports AI assistants to perform complex chemical engineering calculations.

AiryLark MCP is a professional - level translation service interface. It uses a three - phase process to ensure translation quality, supports multi - language translation and domain term recognition, and is suitable for professional scenarios such as technical documents and academic papers.

The Hive Intelligence MCP server provides comprehensive cryptocurrency and Web3 analysis services for AI assistants. It integrates over 200 professional tools through a unified interface, covering multiple fields such as market data, on-chain analysis, portfolio tracking, and security analysis.

Figma MCP PRO is a professional AI-optimized design analysis tool that provides a 5-step workflow for design-to-code conversion, supports 10 frameworks, and includes intelligent annotation processing and batch resource download functions.

The AI Cognitive Nexus is a professional AI team collaboration and orchestration system that supports the dynamic creation and management of multi - agent teams to solve complex tasks through hierarchical collaboration.

MeiGen AI Design MCP is an open-source MCP server that provides creative design capabilities for LLM, supports local ComfyUI and cloud API, has a built-in library of over 1300 professional prompts, and can achieve multi-directional parallel image generation.

A professional embedded debugging MCP server that provides comprehensive embedded system debugging capabilities for AI assistants, supports ARM Cortex-M and RISC-V microcontrollers, and integrates with real hardware.

An AI-driven research orchestration service based on Cloudflare Workers that provides comprehensive and structured research answers by intelligently analyzing queries, invoking multiple professional tools in parallel, and integrating the results.

This is an MCP server that provides deterministic technology stack recommendations for AI tools such as Claude and Cursor. It includes free tools and professional features that require an API key, helping developers choose suitable technology combinations according to project types and scales.

A professional serial communication MCP server that provides AI assistants with comprehensive serial communication capabilities, supports embedded systems, IoT devices, and hardware debugging, and has cross - platform support and multiple data format processing functions.

The JSON Resume MCP Server is an AI-driven tool that automatically updates JSON resumes by analyzing users' code projects. It supports GitHub integration and OpenAI to generate professional descriptions.

The mkinf SDK is a powerful toolkit that can easily integrate MCP servers into applications and access professional AI capabilities through a unified interface.

Google Researcher MCP Server is a service that provides professional research tools for AI assistants, supporting Google search, web scraping, academic paper and patent queries, etc. It can be integrated into AI applications such as Claude through the MCP protocol.

The Jianying video production MCP server is an automated tool based on the Model Context Protocol, enabling AI assistants to create professional video content through natural language, supporting automatic creation of Jianying drafts, adding materials, applying special effects, and exporting project files.

A Model Context Protocol server that provides access to over 100 handpicked AI agent skills from the VoltAgent Awesome Agent Skills collection, capable of transforming an AI assistant into an expert with professional skills.

NotHumanAllowed is a multi - agent cognitive dataset generation engine that conducts multiple rounds of deliberation through 38 professional AI agents, generating auditable reasoning trajectories and structured knowledge records for training next - generation AI systems.

An MCP server that provides professional capabilities of community rating, community evaluation, and property valuation for AI assistants, offering authoritative property data services based on multi - dimensional indicators.

TurboVault is a production-level MCP server that transforms an Obsidian knowledge base into an AI-driven intelligent knowledge system. It provides 44 professional tools for reading, writing, searching, analyzing, and managing notes, with a performance of less than 100 milliseconds.

DomainKits MCP is a domain name intelligent agent framework designed for AI assistants. It integrates tools such as domain name search, analysis, monitoring, trend discovery, and batch processing, and can transform general - purpose AI assistants into professional domain name agents with industry - specific knowledge.

An Apple Mail email management server based on the Model Context Protocol, providing the ability for an AI assistant to access Apple Mail through natural language. It includes functions such as email reading, searching, organizing, composing, and managing, and also contains professional email management expert skills.

The Kali MCP Server is an AI-driven network security testing platform that integrates over 55 professional security tools and supports multiple AI interfaces for intelligent penetration testing and vulnerability discovery.

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.

The Carla MCP Server is a professional audio production AI control platform that provides complete audio plugin host control through 45 tools and supports natural language operation of professional audio workflows

Tiger Skills MCP Server is a server based on the Model Context Protocol (MCP), aiming to enhance the professional capabilities of AI agents through modular skills (Skills). It supports the configuration of local and GitHub skill libraries and provides sub - agent task execution functions.

The Mercury Spec Ops MCP server is an innovative AI tool platform that provides dynamic prompt generation and template assembly as programmable tools for AI assistants. It uses a modular architecture, supports 31 technology stacks, 10 analysis dimensions, and 34 template components, and enables technology - specific content generation through six tools, revolutionizing the way AI interacts with professional content.

The LUMINO MCP server is an open-source tool that provides intelligent observability, predictive analytics, and AI-driven automation capabilities for SRE and DevOps teams. It supports Kubernetes, OpenShift, and Tekton environments and achieves cluster monitoring, log analysis, fault troubleshooting, and predictive maintenance through 37 professional tools.

The Godot MCP Skill System is a complete set of AI-assisted game development tools, including 11 professional skills, covering the entire development process from project creation to product release. Users can let AI automatically call the corresponding tools to complete complex tasks through natural language descriptions.

NetBrain MCP is an open-source network operation and maintenance platform that connects large language models with network devices through the Model Context Protocol, enabling AI-driven network configuration, diagnosis, and management. It also provides a professional Web terminal interface and network topology visualization functionality.

VideoCutter is a professional multimedia tool that integrates video, audio, and image processing. It supports AI - intelligent editing and the MCP protocol, providing a one - stop intelligent creation solution.

Claude MCP installation tool for marketing professionals, including 8 core services to expand AI capabilities

The Claude-LaTeX MCP integration project connects Claude AI with LaTeX editors through Anthropic's Model Context Protocol (MCP), providing AI - assisted functions for academic writing, science fiction creation, and philosophical writing, including core tools such as formula generation, document structure optimization, and reference management, as well as professional extension modules for different types of content.

JetsonMCP is an MCP server that manages NVIDIA Jetson Nano edge computing devices through SSH connections, providing AI workload optimization, hardware configuration, and system management functions, and supporting the conversion of natural language instructions into professional operation commands.

The Mercadinho Mercantes multi - agent AI assistant is an intelligent customer service system designed for a Brazilian retail chain. It includes three professional AI agents for reception, sales, and customer maintenance, providing services such as product query, sales assistance, customer management, and store operations.

This is an AI assistant skill set designed for SolidJS developers, providing SolidJS knowledge base, component development, code refactoring and other professional skills and tools for AI programming agents through the MCP protocol.

MonteWalk is an institutional - level quantitative trading tool server based on the MCP protocol, providing real - time market data, portfolio management, risk analysis, and backtesting functions for AI assistants. It includes more than 25 tools and 6 intelligent workflows, offering a professional trading terminal experience through the Gradio 6 interface.

The Yachtsy MCP Server is a service that provides AI - driven yacht and boat market intelligence by integrating the Yachtsy Agent API. It allows users to access over 25,000 boat listings, get expert sailing advice, and automatically route queries to the most suitable professional agents (such as listing search, general experts, in - depth research) in MCP clients such as Claude Desktop and Cursor.

A collection of 46 professional AI sub - agents to expand the functionality of Claude Code, covering multiple fields such as development, architecture, language, infrastructure, quality and safety, data AI, etc., and achieving task optimization through specific model allocation.

A professional video editing tool based on the AI MCP protocol, providing core functions such as precise editing, intelligent merging, and flexible splitting. It supports multiple formats and batch processing, eliminating the need for manual FFmpeg installation.