Evaluations

Open-source projects, reviewed the honest way — including who should skip them.

AI Tools★ 265k · ShellsuperpowersSuperpowers is a methodology and toolset for AI coding agents that imposes a structured software development lifecycle. It solves the problem of chaotic, unplanned code generation by forcing agents to first collaborate on a specification, create a detailed implementation plan, and follow best practices like test-driven development.SetupDocsCommunityMaturityVerdict inside AI Tools★ 192k · TypeScriptopencodeOpenCode is an open-source AI coding agent that runs in your terminal or as a desktop app. It helps developers write, analyze, and modify code by carrying out complex tasks based on natural language prompts, aiming to automate and speed up the development process.SetupDocsCommunityMaturityVerdict inside AI Tools★ 166k · PythonskillsThis repository is a collection of official examples and a specification for 'Skills,' which are structured instructions that teach Anthropic's Claude AI how to perform specialized tasks. It provides a standardized, repeatable way to extend Claude's capabilities, turning the generalist AI into a specialist for everything from creating branded documents to automating technical workflows.SetupDocsCommunityMaturityVerdict inside AI Tools★ 140k · Pythonclaude-codeClaude Code is an AI-powered coding assistant that runs in your terminal. It's designed to understand your entire codebase, letting you use natural language to automate routine tasks, manage git workflows, and get explanations for complex code without leaving the command line.SetupDocsCommunityMaturityVerdict inside AI Tools★ 106k · TypeScriptgemini-cliGemini CLI is a command-line interface that brings Google's powerful Gemini AI models directly into your terminal. It's designed to let developers query codebases, generate new applications, automate tasks, and interact with their local environment using natural language, solving the problem of context-switching between a code editor and a separate AI web interface.SetupDocsCommunityMaturityVerdict inside AI Tools★ 103k · RustcodexCodex CLI is an official command-line tool from OpenAI that puts an AI coding assistant directly into your terminal. It's a standalone application that runs on your local machine but connects to OpenAI's cloud services to answer questions, generate code, and assist with development tasks without requiring you to open a browser or IDE.SetupDocsCommunityMaturityVerdict inside AI Tools★ 92k · awesome-mcp-serversThis is not a single piece of software, but a massive, curated directory of open-source servers built on the Model Context Protocol (MCP). MCP is a standard that lets AI models and agents safely connect to external tools like databases, APIs, and local files. This 'awesome list' solves the critical discovery problem for developers, providing a central catalog for finding pre-built capabilities to give their AI agents.SetupDocsCommunityMaturityVerdict inside AI Tools★ 89k · TypeScriptserversThis repository provides example servers for the Model Context Protocol (MCP), a standard for letting Large Language Models securely access external tools and data. It's not a ready-to-use product, but a collection of blueprints and educational code to help developers build their own custom LLM integrations.SetupDocsCommunityMaturityVerdict inside AI Tools★ 70k · JavaScripttaste-skillTaste Skill is a collection of structured prompts, or "skills," designed to improve the design quality of AI-generated frontends. It solves the problem of AI agents producing generic, boilerplate user interfaces by giving them expert-level guidance on layout, typography, motion, and spacing.SetupDocsCommunityMaturityVerdict inside AI Tools★ 54k · JavaScriptimpeccableImpeccable is a design skill and command set for AI coding assistants. It solves the problem of generic, repetitive AI-generated frontend code by giving developers a specific vocabulary to guide their AI toward more unique and polished user interfaces. Think of it as a professional design director for your AI coding partner.SetupDocsCommunityMaturityVerdict inside AI Tools★ 52k · Rustgoosegoose is a universal AI client that runs directly on your computer. It provides a single interface—as a desktop app, a command-line tool, or an API—to interact with over 15 different AI services like OpenAI, Claude, and Google Gemini. The goal is to centralize all your AI workflows, from coding and data analysis to writing and research, without being locked into a single provider's website.SetupDocsCommunityMaturityVerdict inside AI Tools★ 51k · Pythonawesome-claude-codeThis is a popular, curated 'awesome list' that gathers and organizes resources for Claude Code, a (fictional) AI coding assistant from Anthropic. It serves as a central directory for developers, pointing them to guides, tools, plugins, and best practices to get the most out of the platform. The goal is to save developers time by hand-picking the best community-built resources.SetupDocsCommunityMaturityVerdict inside AI Tools★ 48k · PythonaiderAider is an AI-powered pair programmer that runs in your computer's terminal. It allows you to chat with a large language model (LLM) that can read, edit, and write code directly in your existing projects. It solves the problem of integrating AI code generation into a professional developer's workflow by working with your local files and version control system.SetupDocsCommunityMaturityVerdict inside AI Tools★ 27k · GocrushCrush is a command-line tool that brings a powerful AI coding assistant directly into your terminal. It connects to various large language models (LLMs) and uses your existing development tools, like Language Server Protocols (LSPs), to understand the context of your code. This solves the problem of constantly switching between your editor and a web browser to use AI, keeping your entire workflow in one place.SetupDocsCommunityMaturityVerdict inside AI Tools★ 24k · TypeScriptRoo-CodeRoo Code was an ambitious AI-powered coding assistant that integrated directly into your editor. It aimed to act as a complete 'dev team' by offering specialized modes for coding, debugging, architectural planning, and answering questions about your codebase. The goal was to provide a single, context-aware tool to handle the diverse tasks a developer faces, reducing the need to switch between different applications.SetupDocsCommunityMaturityVerdict inside AI Tools★ 24k · skillsThis project is a collection of expert-written prompts, or "skills," designed to guide AI agents in creating high-quality user interfaces and animations. It aims to solve the problem of AI models lacking design "taste" by providing them with specific rules and principles from an experienced design engineer.SetupDocsCommunityMaturityVerdict inside