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.

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.

Octagon MCP is a market data model context protocol server that integrates the Octagon market intelligence API, providing AI agent services for public market data, private market data, and deep research.

The Neural Child Development System is a breakthrough artificial intelligence framework that reconstructs the learning method of neural networks by simulating human psychological development stages (including cognitive, emotional, and social growth). This system integrates developmental psychology theories (such as Piaget's cognitive development stages and attachment theory) and neuroscience principles to build a complex architecture including perceptual processing, emotional regulation, memory systems, and psychological components, aiming to create AI with real emotional intelligence and natural development capabilities.

Octagon MCP is a model context protocol server that integrates the Octagon market intelligence API, providing AI - agent analysis tools for public and private market data.

An implementation of an MCP server integrated with RSS3 API, providing convenient query functions for the open network.

An AI-driven MCP server that automatically connects to the Malware Bazaar platform, providing real-time threat intelligence and malware sample metadata for authorized network security research.

Sonatype MCP Server is a protocol server that connects AI assistants to Sonatype's dependency management and security intelligence platform, providing developers with real-time insights into security vulnerability scanning, license compliance checking, and health analysis of open-source dependencies.

This project implements the Model Context Protocol (MCP) as a practical solution for the Personal Intelligence Framework (PIF). It builds a meaningful space for the development of understanding between humans and AI through structured tools and a progressive interaction mode.

A browser automation tool based on the MCP architecture that combines web scraping capabilities with LLM intelligence, supports Google search, intelligent web page content extraction, and AI processing, suitable for various website types.

FastApply MCP Server is an enterprise-level code intelligence platform that provides comprehensive code analysis, search, and refactoring capabilities through local AI models, AST semantic search, security scanning, and intelligent pattern recognition. It supports multi-language development and large codebase processing.

XRAY MCP is a progressive code intelligence tool designed for AI assistants. It provides structured code analysis capabilities through ast-grep, helping AI understand the code repository structure, symbol relationships, and change impacts without complex configuration or a language server.

A headless code editor service based on the Language Server Protocol (LSP) and Model Context Protocol (MCP), providing language intelligence support and AI-assisted code operation functions.

The PLTM MCP server provides 78 tools for Claude Desktop, conducts AGI experiments based on general physical principles, including functions such as memory operations, diverse retrieval, meta - cognition, and knowledge acquisition, aiming to promote the system's evolution towards higher - order intelligence through principles such as criticality and self - organization.

This project uses the MCP protocol and AI technology to build automated network security tools, covering multiple fields such as red - team attack simulation, SOC analysis, malware development, and threat hunting, to achieve the intelligence and automation of security tasks.

Octagon VC Agents is an MCP server that runs AI-driven venture capitalist agents, simulating the investment thinking of well-known VCs (such as Fred Wilson, Peter Thiel, etc.). It combines real-time transaction data and in-depth research intelligence from Octagon Private Markets to provide services such as financing feedback, due diligence simulation, and term negotiation.

An MCP server implementation integrating RSS3 API, supporting the query of open network information such as decentralized chains, social platforms, RSS3 network data, and AI intelligence.

This project is a command - line interface (CLI) tool that integrates Arcee AI, TESS, and MCP services. It adopts the Clean Architecture and DDD design principles to provide an abstract layer for unified access to multiple artificial intelligence services.

Chronos Protocol is an MCP server that provides time intelligence, persistent memory, and full traceability for AI programming agents. It achieves cross-session continuity and development analysis through an activity log system and an intelligent reminder function.

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.

The UniAuto MCP Server is a general test automation server integrated with AI capabilities, featuring a multi-layer self-healing mechanism, visual intelligence, and cross-platform support. It can significantly reduce test maintenance costs and improve test resilience.

The Profitelligence MCP server provides financial intelligence services for AI agents. It integrates multi-signal analysis of insider trading data, SEC filings, economic indicators, etc. through 7 efficient tools, providing semantically optimized and LLM-optimized financial data responses for AI assistants like Claude.

The Allstacks MCP Server is a Model Context Protocol service that provides comprehensive access to the Allstacks API. It supports over 208 tools through HTTP basic authentication, covering 12 categories such as metric analysis, work item management, user teams, organizational projects, dashboards, employee analysis, predictive planning, tag management, alert monitoring, AI intelligence, work packages, and risk management.

This is an unofficial Model Context Protocol (MCP) server that transforms the Associated Press Media API into an AI - optimized content intelligence resource. It provides 26 tools and 17 intelligent prompt templates, enabling AI applications to seamlessly access, analyze, and interact with the Associated Press's comprehensive news content through a natural language interface.

The Health & Fitness Coach MCP is a comprehensive project that combines AI intelligence with traditional fitness applications. It enables intelligent interaction between AI tools and fitness data through the Model Context Protocol (MCP) and consists of two major components: a web application and an MCP server.

The Artefact Revenue Intelligence MCP Server is an AI - native revenue operations platform based on the Model Context Protocol that versionizes, compares, and deploys GTM strategies like code. It provides intelligent tools such as pipeline signal detection, constraint analysis, value engine health assessment, RFM analysis, ICP triangulation, and GTM change proposals through the HubSpot API to help B2B revenue teams achieve AI - driven revenue intelligence analysis.

Octagon VC Agents is an MCP server that runs AI-driven venture capital agents, mimicking the investment thinking of well-known venture capital figures (such as Marc Andreessen, Peter Thiel, etc.). It combines real-time transaction data and in-depth research intelligence from Octagon Private Markets to provide services such as financing feedback, due diligence simulation, and term negotiation.

The MITRE ATT&CK MCP Server is an AI - native threat intelligence tool that provides comprehensive access to the MITRE ATT&CK framework through the Model Context Protocol. It has the ability to query over 200 techniques, over 140 threat groups, and over 700 software entries, supports the generation of ATT&CK Navigator visualization layers, and is designed for security teams and AI agents.

The DeepRecall MCP server provides product safety intelligence services for AI agents through the model context protocol, and can search for over 120,000 product recall information from multiple global regulatory agencies.