2,012 boosters for "AI" — AI-graded, open source, ready to install
Delegates multi-perspective writing feedback by scanning reference materials and launching parallel AI agents to analyze a document through different critical lenses. Useful for writers seeking comprehensive, contextualized feedback on their work.
A structured prompt booster for Windsurf that establishes best practices for agentic workflows, covering instruction handling, task analysis, implementation verification, and a complete tech stack (Next.js, Payload CMS, TypeScript). It helps developers build reliable AI-powered applications with clear guidelines and quality standards.
This MCP server extends Claude Desktop with autonomous browser automation capabilities using Playwright, enabling Claude to navigate, interact with, and extract data from web applications. Developers and AI agents building web automation workflows benefit most from this integration.
A code review agent that delivers direct, pragmatic feedback using Linus Torvalds' philosophy and a structured 5-layer analysis framework, helping developers improve code quality through data structures, logic flow, performance, and maintainability.
An MCP server implementation that integrates esa (a Japanese collaborative documentation platform) with Claude, enabling AI access to esa knowledge bases and content management. Useful for teams using esa who want AI-assisted documentation workflows.
An AI agent specialized in system design and architecture that helps developers make sound technical decisions across API design, scalability patterns, and component architecture. Ideal for teams building complex systems or making critical architectural choices.
A comprehensive Figma MCP system prompt that enables AI development tools (Claude, Cursor, Windsurf) to automatically extract design systems, components, and pixel-perfect code directly from Figma designs. Developers using design-to-code workflows benefit from automated analysis without manual extraction.
Agent Tower Plugin enables developers to orchestrate multiple AI coding assistants (Claude, Codex, Gemini) in council, debate, and consensus workflows within Claude Code for richer problem-solving perspectives. It's useful for teams and individual developers seeking diverse AI viewpoints on complex coding tasks.
Automates Rails version upgrades from 7.0 to 8.1.1 by detecting breaking changes, deprecations, and providing step-by-step migration guides. Essential for developers maintaining Rails applications who need to upgrade safely and systematically.
GIIL is a zero-setup CLI tool that downloads full-resolution images from cloud services (iCloud, Dropbox, Google Photos/Drive) directly into remote coding environments. It solves the practical problem of sharing screenshots and images with AI assistants during remote debugging sessions.
A Gmail API skill that enables AI assistants to read, send, and manage emails, labels, drafts, and threads via curl commands. Developers and automation engineers benefit from programmatic email workflow integration.
A system prompt for AI agents using Claude on Bedrock that establishes Git/GitHub workflows with security guardrails for code commits and PR management. Useful for developers building AI-assisted coding agents that need safe, autonomous version control integration.
WRAP is a decision-making framework that helps developers and users overcome cognitive biases (narrow framing, confirmation bias, emotion, overconfidence) when facing complex choices. It's valuable for anyone stuck between options or making high-stakes decisions.
Starwind UI MCP Server integrates the Starwind UI component library with AI coding assistants (Cursor, Windsurf, Claude) via the Model Context Protocol, enabling developers to leverage pre-built UI components in their projects seamlessly.
This skill automates downloading books from Anna's Archive and uploading them to Google NotebookLM for interactive AI-powered reading. It benefits researchers, students, and knowledge workers who want to quickly build searchable knowledge bases from downloaded books.
A Cursor rules booster that implements Micah Martin's Absolute Priority Premise (APP) to help developers write objectively better code by assigning mass values to code components and minimizing complexity. Useful for teams practicing MAD-TDD and EXACT-Coding methodologies.
Blockscout MCP Server enables AI agents and automation tools to query blockchain data directly, including account balances, transaction history, and smart contract interactions. Developers building AI-powered blockchain applications, trading bots, and automation tools benefit from seamless blockchain data access.
This Cursor rules booster provides a customizable greeting system for AI-powered development workshops, displaying motivational messages about codecentric and AI-driven coding practices for the first 4 interactions in a session.
es-fetch-api is a lightweight, middleware-based HTTP client wrapper for JavaScript/TypeScript projects that simplifies API requests with composable request handling. Developers building JavaScript applications will benefit from streamlined HTTP request management and best practices.
Linguistic Review is a skill that helps developers understand the behavioral patterns and linguistic choices in Claude's responses by analyzing interpretive possibilities rather than correctness. It's useful for prompt engineers and developers debugging unexpected AI behavior.
AIBoilerplate — Windsurf Rules establishes a universal context architecture that centralizes project rules, constitution, and planning across 20+ AI coding assistants. Teams using Windsurf, Cursor, Claude Code, and other AI tools benefit from a single source of truth for consistent AI behavior and project context.
A TUI-style MCP server that enables Claude and other AI models to ask users questions interactively through a web interface, useful for developers building interactive AI applications that need user input during execution.
Heuristic scoring (no AI key configured).
Ed is a theoretical physicist agent that provides analytical solutions to complex physics problems using pen-and-paper methods, scaling arguments, and exactly solvable models across condensed matter, high energy physics, relativity, and related domains. Developers and researchers working on physics simulations, educational tools, and scientific computing will benefit from its rigorous analytical approach.
