Nucleus is a locally - prioritized and sovereignty - prioritized operating system designed for AI agents, providing persistent memory, governance frameworks, compliance audits, and decision - tracking functions. It is particularly suitable for regulated industries.

Octagon Deep Research MCP provides AI-driven in-depth research and analysis services, integrates advanced research agents, has no rate limit, is faster than ChatGPT in-depth research, and is more comprehensive than Grok DeepSearch or Perplexity. It supports various MCP clients and is suitable for comprehensive research on any topic or industry.

The MCP server for industrial Internet of Things and edge computing provides 11 tools through HTTP endpoints, enabling AI - driven industrial automation, predictive maintenance, and smart factory operations, and supporting multiple protocols such as MQTT and Modbus.

An intelligent stock data query and analysis service based on the MCP protocol, providing functions such as stock information query, financial analysis, and industry search, and supporting natural - language interaction.

MRC Data is a platform that provides independently verified Chinese garment supply chain data infrastructure for AI agents. It covers over 3,000 manufacturers, 350+ laboratory - tested fabrics, and 170+ industrial clusters, distinguishing between claimed values and verified values to solve the problem of unreliable data on B2B platforms.

Insight Stack is a lightweight industrial monitoring and intelligent analysis platform that integrates an MCP gateway, an anomaly detection backend, a MySQL database, and an OPC UA simulator. It provides data query and anomaly interpretation functions through a local LLM.

This project includes two servers based on the Model Context Protocol (MCP): an IoT device control server and a memory management server. The IoT server provides device control, status query, and real-time update functions, suitable for scenarios such as smart homes and industrial IoT; the memory management server provides long-term memory storage and semantic search functions, suitable for fields such as conversation history and knowledge management.

This is an MCP+RAG proof-of-concept project for the oil and gas industry. It automatically distributes user queries to the correct domain services (such as drilling, production, procurement, etc.) through intelligent routing and combines hybrid retrieval technology to obtain accurate information from documents, providing answers with references to achieve fast and unified access to cross-domain data.

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.

The OT Security MCP Server provides AI query services for industrial control system security standards such as IEC 62443, NIST 800 - 82/53, and MITRE ATT&CK for ICS, helping engineers, architects, and compliance officers quickly obtain security requirements, network segmentation guidance, and threat intelligence.

ifcMCP is an MCP server project that enables LLM agents to interact with IFC (Industry Foundation Classes) files and supports multiple tools to operate on IFC file data.

The OPC UA MCP Server project connects industrial systems with AI agents to enable real-time monitoring and control.

The AWX MCP Server is an industry-standard MCP server that connects the AWX/Ansible automation platform to AI tools, enabling AI assistants to manage job templates, start and monitor tasks, and manage inventories and projects using natural language, automating infrastructure workflows.

A project for parsing the key content of Media Kit PDF files in the advertising and marketing industry, achieving automated processing through integration with the MCP service.

The RevenueBase MCP Server provides access to the industry-leading email verification API, supporting functions such as real-time verification, batch processing, and credit management, with an accuracy rate of over 99%.

The Rootdata MCP Server is a server based on the Model Context Protocol, which provides the function of querying the newly added hot projects in the blockchain and Web3 fields daily, helping AI assistants obtain the latest industry dynamics.

The Lara - MCP project aims to provide efficient and user - friendly solutions for various industries by optimizing workflows and enhancing operational efficiency.

CRIC Property AI MCP Server is a server implementation based on CRIC's intelligent AI assistant for the property industry, providing functions such as industry information, hot questions, and knowledge base search, and supporting two access methods: SSE and Stdio.

The Hand Marketing MCP server extracts multi-dimensional tags by analyzing user conversations, intelligently matches the industry product database, and provides highly personalized product recommendation services.

An MCP server for accessing financial report APIs, providing query tools and resources for corporate financial filings, industry classifications, and other data.

This is an example project of a securities information service based on the C# MCP SDK. It provides 4 types of financial tool interfaces, which can query real-time stock prices, industry sector data, historical market quotes and other information, and supports calls through the Claude desktop application.