2,016 boosters for "ai" — AI-graded, open source, ready to install
This booster helps developers maintain accurate, consistent documentation across README, ARCHITECTURE, and other files by identifying omissions and inconsistencies against the actual implementation. It's valuable for open-source maintainers and teams that prioritize documentation quality.
A refactoring task booster that helps developers improve code quality by optimizing structure, naming, performance, and maintainability with before/after comparisons. Ideal for developers seeking to enhance existing codebases and establish better coding practices.
Enterprise-grade MCP server that integrates Cloudflare APIs with Claude, enabling developers to programmatically manage Cloudflare infrastructure and services while maintaining NIST 800-53/FedRAMP High compliance standards.
Editor is an AI writing coach that transforms rough drafts into polished content by optimizing clarity, readability, and voice consistency. Ideal for content creators, marketers, and developers who need to elevate their written output.
An MCP Server that enables Claude to execute SQL queries and interact with databases (PostgreSQL via Sequelize). Developers building AI applications that need database access will find this useful for data retrieval and manipulation tasks.
A comprehensive Copilot instruction set that enforces strict Laravel best practices, type safety, and modern package versions (Laravel 12, Filament 5, Pest 4) for developers building high-quality applications. Ideal for teams standardizing on the Laravel Sail stack who want AI-assisted development with consistent code quality guardrails.
Automates the ws plugin release workflow by managing version bumps, changelog updates, and git synchronization. Useful for plugin maintainers who need to publish releases consistently and reduce manual coordination errors.
A Windsurf-specific prompt that provides rules and best practices for safely managing and testing NixOS configurations, including validation commands and git commit workflows. Ideal for developers maintaining complex NixOS setups who need AI assistance while avoiding common pitfalls.
A protocol guide for developing MCP plugins compatible with Windsurf, covering planning and implementation steps for integrating AI tools with Node.js and Python environments.
HotashKom is a Laravel-based e-commerce platform booster tailored for Bangladesh market needs, providing Copilot with specific guidelines for building features like product management, order processing, and local courier integration. It benefits Laravel developers building region-specific e-commerce solutions who need context-aware AI assistance.
An MCP server that integrates Obsidian vaults as a knowledge management layer for AI assistants like Claude and Copilot, enabling developers and knowledge workers to leverage their personal notes and documentation in AI-powered workflows.
A rule set for AI coders working on shallweswim, an open water swimming conditions aggregator. Developers using Windsurf get clear commands, critical rules, and architecture guidelines for contributing to the project.
A system prompt that configures an AI agent to evaluate text by delegating to a tool called `evaluate_review_text`, then summarize results and update graph state. Best suited for developers building evaluation workflows in Claude-based IDEs.
Cursor Rules for Python development that enforce best practices including type annotations, pytest testing, modular architecture, and comprehensive documentation. Ideal for Python developers using Cursor who want to maintain code quality and AI-assisted development standards.
Xc MCP is an MCP server that integrates Xcode command-line tools into Claude, enabling iOS/macOS developers to automate builds, testing, and development workflows directly through AI-assisted interactions. It's ideal for developers working on Apple platforms who want to leverage AI for build automation and CLI tool orchestration.
A Model Context Protocol server that enables Claude to create and manage collections of web entities (companies, people, papers) with automated search and enrichment capabilities via the Exa Websets API. Ideal for researchers, competitive analysts, and developers building AI-powered entity management systems.
Cursor Rules booster providing comprehensive full-stack development guidelines for Vue 3 + Go projects with bilingual language conventions and detailed technology stack specifications.
This skill helps developers discover and understand all installed plugins by displaying their triggers, commands, and available agents in one place. It's essential for users working with Claude Code who need to explore plugin capabilities without manual searching.
SurveyGen is a Cursor-integrated prompt guide for building a TypeScript/Vue 3 survey auto-filler tool that bypasses copy restrictions on Wenjuanxing (a Chinese survey platform). Developers working with modern Vue.js stack and Cursor IDE benefit from structured coding standards and best practices.
An MCP server that manages project documentation and automatically saves conversation logs to a user-specified directory, enabling seamless integration of AI conversations into project workflows. Useful for teams wanting to maintain searchable records of AI-assisted development sessions.
Cursor Rules for n8n custom node development that provides coding standards, naming conventions, and best practices to guide developers in building TypeScript-based n8n nodes. Ideal for developers working within the Cursor IDE who need to maintain consistency and quality when extending n8n's capabilities.
A Cursor IDE prompt booster that establishes Python coding standards and modular design principles for bootstrapped startups seeking efficient, maintainable code architecture.
PRD-to-Project is a Windsurf rules configuration that automates project setup from product requirement documents, enabling AI-assisted collaborative development with structured workflows, security patterns, and quality standards. Developers and product teams benefit from reduced boilerplate setup and streamlined AI collaboration.
Development rules and coding standards for building an FDIC Bank Find MCP Server in Rust, designed specifically for Windsurf developers. Helps teams maintain code quality, follow Rust idioms, and implement features systematically using test-first development.
