1,292 boosters for "ai" — open source, verified from GitHub, ready to install
"name": "claude-local-docs", "version": "1.0.23", "description": "Local-first Context7 alternative — indexes JS/TS dependency docs with a 4-stage RAG pipeline (vector + BM25 + RRF + cross-encoder reranking). Uses TEI Docker containers for GPU-accelerated embeddings and reranking.",
WPT-diff is intended as a web-platform-tests runner for testing API interceptor compatibility, though the booster itself appears to be a legal warning rather than functional prompt content.
"name": "virtual-team", "description": "Virtual development team: TDD, debugging, code review, backlog management, and proven workflow patterns", "homepage": "https://github.com/ovargas/virtual-team",
Expert guide for building AI-powered applications with the Glove TypeScript framework, helping developers create agent-based systems with tools and custom renderers. Ideal for developers working with Glove projects, React integrations, and AI model adapters.
The plan-generator transforms high-level product requirements into executable project blueprints (genesis.xml files) with structured task DAGs and agent assignments. It's invaluable for cofounders and product teams who need to bridge strategic vision with concrete execution plans.
"name": "ai-quick-starter", "description": "Bilingual Claude Code skill collection for repository engineering, research, refactoring, documentation, and capture workflows.", "email": "astro_air@126.com",
Par5 MCP is a parallel execution server that enables running shell commands and AI agents across lists concurrently, ideal for developers automating batch operations and scaling workflows in Claude and other AI environments.
CodeKarmic — Windsurf Rules is an AI-powered code review ruleset for the Windsurf IDE that enforces TypeScript/JavaScript coding standards including UTF-8 encoding, camelCase naming, strict compilation, and multilingual comment practices. It helps development teams maintain consistent code quality and style across their projects.
This booster provides Copilot instructions for automating content curation and SEO-optimized article generation from trending topics, targeting content creators and marketers.
"mcpName": "io.github.arikusi/nakkas", "description": "MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.", "main": "./dist/index.js",
Automates synchronization of custom Ollama models across distributed Vera AI clusters using YAML configuration and templating. Benefits DevOps engineers and teams managing multi-instance LLM deployments who need centralized model management.
TicketFast is a Next.js-based ticket management system with AI capabilities that enforces consistent architecture patterns, component structure, and styling conventions for Windsurf projects. Developers building ticket management features in Windsurf will benefit from these pre-established rules and best practices.
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.
An AI-powered code reviewer that identifies quality issues, security vulnerabilities, and optimization opportunities across multiple programming languages. Developers use it to enforce best practices, reduce technical debt, and maintain high code standards automatically.
This booster generates comprehensive documentation for code, covering overview, API details, setup, usage guides, and technical specifications in well-formatted markdown. Developers working with Claude Code can use it to automate documentation generation and ensure consistent, thorough project documentation.
Windsurf Rules for ai-pr-reviewer establishes coding pattern preferences and best practices to guide AI code review decisions, helping teams maintain clean, consistent codebases without duplication or unnecessary pattern changes.
Allyson MCP Server is an AI-powered SVG animation generator that integrates with Claude to transform static SVG files into animated components using Framer Motion, enabling developers to quickly add motion graphics to their projects without manual animation coding.
An MCP server that enables realistic interview roleplay scenarios powered by AI, helping job seekers practice interviews and prepare for technical or behavioral assessments.
Cursor Rules for the Afterlife Flutter project that establish architecture patterns, file organization, naming conventions, and AI service integration standards to guide consistent development of AI-powered digital twin applications.
An MCP server that discovers and exposes Agent Skills for Claude, enabling developers to extend AI capabilities with reusable skill modules. Useful for AI engineers building skill-based agent systems.
Forage is a self-improving tool discovery system that enables AI agents to automatically find, install, and learn to use new tools without manual configuration. It benefits developers building extensible AI applications and agents that need dynamic capability expansion.
A Windsurf-specific ruleset that enforces TypeScript conventions, monorepo structure, and development practices for Freedom's open-source, privacy-focused ecosystem. Developers working on Freedom's codebase benefit from clear, automated guidance on file organization, imports, and testing patterns.
Enables AI coding agents to control and test Compose Desktop applications via HTTP, automating UI interactions like clicks, text entry, and screenshots. Developers building or testing Compose Desktop apps with AI assistance benefit most.
"description": "Multi-model AI plan review: run any acpx-supported agent (Codex, Gemini, Kimi, Qwen, etc.) in parallel, synthesize feedback, debate contradictions", "url": "https://github.com/strml" "homepage": "https://github.com/STRML/cc-debate",
