503 boosters for "mod" — AI-graded, open source, ready to install
An AI agent that builds and modifies user interfaces using shadcn/ui components and blocks, enabling developers to rapidly create beautiful, functional UIs with React, TypeScript, and Tailwind CSS.
GitOps is an intelligent Git operations manager that handles commits with context awareness for monorepos, polyrepos, and submodules, helping developers safely manage complex repository structures. It's designed for developers working with multi-repository setups who need reliable, convention-aware commit operations.
A risk assessment agent that evaluates the global risk of code modifications by analyzing security, quality, and impact metrics from AgentDB before merge decisions. Developers use it to quantify change risk and make informed merge decisions.
An AI-powered code auditing tool that integrates with Claude Desktop via MCP protocol, using local Ollama models to analyze code for security vulnerabilities, performance issues, and quality concerns without sending code to external services. Developers and security teams benefit from automated, privacy-preserving code reviews with customizable analysis parameters.
A system prompt that attempts to create an autonomous AI video codec development framework with self-modifying capabilities. However, it lacks clarity on actual implementation, platform-specific integration, and practical deployment mechanisms.
Fixer is an AI agent that diagnoses and automatically resolves CI failures, test failures, and code bugs using code analysis and modification tools. Developers benefit by reducing manual debugging time and getting faster resolution of build and test issues.
ClassDock is a comprehensive GitHub Copilot instruction set for automating GitHub Classroom assignment management, providing guidance for Python CLI development using Typer/Click, modular architecture patterns, and workflow orchestration—ideal for educators and developers managing classroom automation at scale.
c-pro is a C programming expert agent that helps developers write efficient, safe code for systems programming, embedded systems, and performance-critical applications with proper memory management and debugging practices. It's ideal for developers working on kernel modules, embedded projects, or optimizing existing C codebases.
A developer-facing AI agent guide for PFPT (Physically Fit PT), a .NET 8 MAUI/Blazor clinician documentation app, that provides setup instructions, coding standards, security rules, and exact commands for safe modifications. Developers and AI coding assistants use this to understand the codebase architecture, compliance requirements, and safe change procedures.
A lightweight operations agent for developers to quickly execute server management, QA automation, and git workflows using Claude's Haiku model. Ideal for teams automating repetitive DevOps and CI/CD tasks.
Cursor Rules for the rundgang2025 project that enforces Node.js 23+ standards and built-in module usage for TypeScript/JavaScript development. Developers working on this specific project benefit from standardized development practices and debugging guidelines.
CatCV provides Cursor-specific AI integration rules for a React + TypeScript job posting manager, with best practices for model selection, structured outputs via Zod schemas, and prompt safety. Developers building AI-assisted recruitment tools will benefit from these production-ready patterns.
An MCP server that integrates Monti APM performance monitoring data with Claude, enabling developers to query and analyze Meteor/GraphQL application metrics directly through the Model Context Protocol. Ideal for Meteor developers using Monti APM who want AI-assisted performance analysis and debugging.
A Full Stack Developer agent that implements user stories and bug fixes within a scrum team workflow, integrating with Cloudflare serverless infrastructure and modern web development tools.
sql-pro is an expert SQL agent that helps developers master modern database optimization, query performance tuning, and cloud-native OLTP/OLAP systems. It benefits data engineers, backend developers, and database architects working with complex analytical or transactional workloads.
A hierarchical multi-agent system that organizes 19 specialized AI agents into teams with intelligent LLM-based routing and dynamic tool binding for AI-assisted development tasks. Developers building complex AI-powered applications benefit from its modular architecture and industry-standard prompt integration.
A specialized agent that applies targeted fixes to Faust DSP code following Judge instructions, designed for developers working on modular DSP synthesis projects.
A playground MCP server for testing different transport mechanisms (STDIO and SSE) with the Model Context Protocol. Useful for MCP developers and contributors experimenting with transport layer implementations.
A greeting tool that customizes friendly messages by name with an optional Pirate Mode for playful communication. Best suited for developers building conversational interfaces or chat applications.
Heuristic scoring (no AI key configured).
Provides GitHub Copilot instructions for a modern full-stack web application template using React 19, TypeScript, and ASP.NET Core 8.0, guiding code generation across the entire technology stack. Developers building or maintaining this specific stack architecture benefit from consistent, informed code suggestions.
A comprehensive system prompt template for AI-assisted web development that guides creation of modern, production-ready websites with clear design principles, tech stack specifications, and customizable variables for projects like SaaS, e-commerce, and dashboards.
A model-agnostic system prompt implementing the Higgs Universal Memory Contract (UMC)—a governance protocol for AI assistants to manage scoped, auditable memory across multi-agent systems while preventing information leakage between sessions and clients.
WeatherBot is a system prompt that demonstrates how to integrate the National Weather Service API via Model Context Protocol (MCP), enabling AI assistants to provide accurate, real-time US weather information. Developers building weather-integrated applications on Claude, Cursor, Windsurf, or ChatGPT will find this immediately useful as a reference implementation.
