napi is a tool developed by NanoAPI, aiming to automatically analyze software architecture complexity, support extracting functional modules from the codebase, provide both CLI and UI operation methods, and be compatible with mainstream CI/CD platforms to help developers optimize architecture design.

PAELLADOC is an AI - first development framework that revolutionizes software development in the AI era by implementing the Model Context Protocol (MCP) and five major philosophical principles.

adb - mcp is a proof - of - concept project aiming to provide an interface for LLMs through the MCP protocol to create an AI agent for controlling Adobe tools (such as Photoshop and Premiere). This project includes the MCP server, Node command proxy server, and Adobe application plugins, supporting natural language instruction operations on Adobe software and suitable for image and video editing automation.

RhinoMCP is a tool that connects Rhino 3D modeling software with AI agents. It enables two - way interaction through the Model Context Protocol and supports 3D object operations, document inspection, and script execution.

An AI-assisted software development workflow tool based on specification-driven development, providing a real-time dashboard to monitor project progress and document management.

CLEO is a portable brain and memory system designed for AI software development, providing project memory, verifiable sources, and agent - secure orchestration across repositories, model providers, and coding tools.

The Vulners MCP Server is a tool that provides access to the Vulners vulnerability database through the Model Context Protocol (MCP), supporting direct query of vulnerability information, CVE search, security bulletin analysis, and software package audit in AI assistants such as Claude Desktop.

Jarvis MCP is a browser-based voice conversation tool that allows users to have natural voice conversations with AI assistants through a microphone. It supports voice recognition in more than 30 languages and remote access, and no additional software or API keys are required for installation.

Spec Workflow MCP is a tool that guides AI to systematically complete software development through a structured workflow (requirements → design → tasks) to ensure that code implementation is consistent with business requirements.

KiCAD MCP is a protocol project that realizes AI - assisted PCB design. It controls the KiCAD software through natural language to complete operations such as circuit board design, component placement, and routing.

A server based on the MCP protocol, used to integrate Codelogic's software dependency data into AI programming assistants, providing code method and database impact analysis tools.

The Socket MCP server is a Model Context Protocol service for dependency security scanning, providing security scores and vulnerability detection functions for software package ecosystems such as npm and PyPI, supporting AI assistant integration and multiple deployment methods.

This is a monorepo containing Model Context Protocol (MCP) software packages and products, mainly providing a fully functional MCP server that enables AI assistants to interact with SWI - Prolog, the file system, and an extensible plugin system.

AI package security scanning tool, offering two modes: CLI and MCP server. It can quickly detect vulnerabilities, prompt injection, and supply chain attacks in MCP servers, AI skills, and software packages.

The Product Requirement Prompt (PRP) is a structured prompt that combines the goal and rationale parts of a traditional Product Requirement Document (PRD) and adds AI key layers (context, implementation details and strategies, verification gates), providing everything needed for an AI coding agent to build a working software vertical slice.

This is an MCP server for Autodesk Revit, which enables the interaction between AI agents and Revit software through natural language control. It provides more than 100 API tools, supporting functions such as document management, model creation, and view operations.

SkyDeckAI Code is an MCP server that provides a comprehensive set of AI-driven development tools, including file operations, code analysis, execution, web content retrieval, search, etc., aiming to enhance the auxiliary capabilities of AI in software development.

An MCP server integrating the Vibe Coding method and knowledge graph technology, using the Kuzu graph database for AI-assisted software development, supporting multi-language code analysis and enterprise-level security performance.

A tool for AI agents to check the security of software packages before installation, providing allow/deny decisions, risk scores, and audit logs

AI Expert Workflow MCP is a model context protocol server based on the OpenRouter API. Through three AI expert roles of product manager, UX designer, and software architect, it provides a complete workflow solution from product planning to technical implementation. The project supports independent generation of PRD documents and can also be integrated with Task Master for task management.

Vibe Coder is an MCP server designed to enhance the software development capabilities of AI assistants by integrating multiple development tools and AI capabilities.

The KiCad MCP project integrates the MCP protocol into the KiCad electronic design software. Through the built - in MCP server and client, it provides AI - assisted functions for PCB and schematic editors.

Zotero - MCP is a Python server that implements the integration of the Model Context Protocol (MCP) with the Zotero literature management software, enabling AI assistants to access and query users' Zotero literature libraries.

BoostSecurity MCP is a security tool for protecting the AI agent development workflow. It prevents supply chain attacks by verifying the security of third - party software packages and supports multiple programming languages and package ecosystems.

The first open-source MCP server that enables full-featured AI control of a remote macOS system without the need to install additional software, providing complete desktop operation capabilities.

Vibe Coder is an MCP server that provides powerful software development tools for AI assistants, including code generation, research, planning, and project scaffolding functions.

KiCAD MCP is a protocol tool for AI - assisted PCB design, which controls the KiCAD software through natural language to complete circuit board design.

This is an MCP server project based on Node.js. It integrates AI assistants with the Bouyomi-chan voice synthesis software through the Model Context Protocol to provide text-to-speech functionality.

The Moneybird MCP Server is a protocol service that connects AI assistants with Moneybird accounting software, providing contact management, financial data access, and business operation functions.

This is an MCP server that connects to the Obsidian note - taking software via REST API, providing note content retrieval, search, and semantic search functions. It supports multiple AI CLI tools and Docker deployment, and has the ability of automatic failover and health monitoring.

Intellistant is a high-performance multi-agent AI framework built on C++23, supporting MCP protocol tool calls and agent collaboration, designed for software development automation.

This project implements a full-stack AI agent system inspired by the model context protocol, including a React front-end and a FastAPI back-end. The back-end serves as an AI coordinator, using Google Gemini to parse natural language instructions, safely call the file system, browser, or GitHub tools to perform tasks, and return the structured results to the front-end. The system focuses on software development scenarios, providing secure sandbox file operations, real-time web browsing, and repository inspection functions, and visualizing the tool call process.

An AI prototype design tool based on HTML that allows you to quickly build software prototypes without using Figma/Axure. It supports features such as navigation bars, marker decoupling, and page instructions.

An MCP server project that uses Codelogic's software dependency data in an AI programming assistant to provide a code impact assessment tool.

This is an MCP server developed for the Swiss accounting software Bexio, providing over 310 tools for managing functions such as invoices, contacts, projects, and time tracking. It can be integrated through AI conversations or workflow automation.

The MCP server is a platform that supports AI - based autonomous software development. It provides functions such as file operations, network requests, database queries, Git management, and system command execution, enabling full - process automated development from concept to testing.

zPlanner is a command-line project management tool focused on software development projects. It has an AI-assisted development context memory function, supports hierarchical task management, and HTML report generation.

MCP-Blender is a server project that connects Blender and Claude AI, enabling interactive control between AI and 3D modeling software through the Model Context Protocol, and supporting parametric design and associative design.

PictMCP is an MCP server that provides reliable and algorithmically correct pairwise test generation for software developers using AI assistants to design test cases. It runs Microsoft's PICT algorithm locally using WebAssembly, separating the AI's thinking from combinatorial mathematics calculations to ensure the determinacy and correctness of test generation.

AiSpire is an AI intelligent interface developed for Vectric Aspire/V-Carve CAD/CAM software, which realizes AI-driven design and machining functions through the Lua plugin and Python MCP server.