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104 boosters for "generation" — AI-graded, open source, ready to install

526 Skills444 Agents636 MCP Servers1245 Prompts

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MCP Server

Creative Meditate MCP Server

Heuristic scoring (no AI key configured).

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software-catalog — Copilot Instructions

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.

by ucdavis

copilotrules

CoPi

MCP Server

Json Mcp Server MCP Server

This MCP server enables Claude to query, validate, and generate schemas for JSON data, making it ideal for developers working with JSON-heavy workflows who need AI-assisted data manipulation and validation.

claude-code-optimal-setup — System Prompt

A comprehensive system prompt that enforces production-grade coding standards, verification practices, and quality gates for Claude Code across multiple platforms (Cursor, Windsurf, ChatGPT). Ideal for developers who need reliable, tested code generation with built-in git integration and quality enforcement.

f1-chat — Cursor Rules

A specialized Formula 1 racing chat application built with Next.js, React, and Tailwind CSS. This project uses Retrieval Augmented Generation to provide accurate, context-aware responses.

by nickklos10

langchainnextjs

Skill

tbdflow

tbdflow enables AI coding assistants to manage Trunk-Based Development workflows through a standardized CLI, automating branch creation, commits, syncing, and changelog generation. Developers using TBD practices and AI pair programming will benefit from reduced Git decision-making and enforced workflow consistency.

by diegosouzapw

skill

MCP Server

Iwsdk Rag Mcp MCP Server

MCP server providing semantic code search and API reference for the Immersive Web SDK using RAG (Retrieval-Augmented Generation) with vector embeddings

by felixtrz

mcpmodel-context-protocol

CDCC

Prompt

TestLeaf_PlaywrightAutomationTraining — Copilot Instructions

Copilot instructions for Playwright automation training that guides code generation without comments. Useful for developers learning test automation but needs significant expansion in scope and clarity.

frontend-design

Guides AI code generation to create polished, distinctive frontend interfaces that avoid generic aesthetics. Useful for developers who want production-grade UI components and pages built with creative design intentionality.

by maybeandrews

aiskill

Prompt

HAS — Copilot Instructions

HAS Copilot Instructions provides custom instructions for GitHub Copilot to assist in developing an AI-powered Hostel Allotment and Booking System with React, Node.js, and blockchain features. It benefits full-stack developers building this specific project by guiding Copilot's code generation and suggestions.

Gemini Agent Configuration Guide

A comprehensive configuration guide for integrating Google's Gemini language model as an agent within the CodeBolt platform, enabling developers to customize AI-assisted code generation across multiple programming languages and frameworks.

by codeboltai

CCCD

Skill

photo-studio-skill

A skill booster that generates professional AI-enhanced photos and portraits using ByteDance's Seedream 4.5 model, enabling users to create styled portraits, group photos, edit images, and design posters. Useful for creators, designers, and anyone needing AI-powered image generation.

by diegosouzapw

aiprompt

Prompt

redops — Copilot Instructions

Copilot guidelines for contributing Java code to Redops, an attack-simulation tool, covering naming conventions, code quality, testing, security, and ethical usage standards.

ZelAI SDK

ZelAI SDK provides developers with a unified interface to access ZelStudio's cloud AI services (image, video, LLM, STT, TTS) through an OpenAI-compatible API. It benefits developers building AI-powered applications who need multi-modal AI capabilities without managing separate service integrations.

by ZelStudio

apiai

Prompt

compute-jobs-dashboard — System Prompt

A system prompt that positions Claude as a principal-level full-stack architect for Django + React projects, enforcing opinionated, security-focused design decisions with deep reasoning. Ideal for developers building scalable compute job platforms who need architectural guidance and code generation aligned with production best practices.

rag-foundation — System Prompt

A production-grade system prompt for building a security-hardened RAG (Retrieval-Augmented Generation) document Q&A platform with JWT auth, multi-tenant isolation, and Gemini integration. Ideal for teams building enterprise-ready AI assistants that prioritize security and observability.

webgallery-kim — Cursor Rules

A set of Cursor IDE rules for the webgallery-kim project that defines custom shorthand commands and guidelines for code generation, modification, and Git workflows. Useful for team members working on this specific project who want standardized development practices.

by jongchoon580325

cursorrules

Agent

smrt

smrt is an AI agent expert for building intelligent agents using the @have/smrt framework with capabilities in ORM, database schema generation, and cross-package integration. Developers building complex AI agents with persistent entity management will benefit from its specialized framework knowledge.

by happyvertical

aiagent

Prompt

rag-prototype — Copilot Instructions

This booster provides Copilot instructions for a Node.js RAG (Retrieval-Augmented Generation) customer support system, helping developers integrate intelligent document-based chat functionality with best practices for async/await, logging, and error handling.

RAG-prod — System Prompt

A lightweight production-ready RAG system prompt that integrates contextual chunking and vector retrieval via Chroma, designed for developers building AI-enhanced code editors and IDEs. Developers working with Claude, ChatGPT, or Cursor who need retrieval-augmented generation without heavy infrastructure will benefit from this ready-to-deploy foundation.

antonym-conversion-prompt — System Prompt

A Japanese-language system prompt that transforms input text into semantically and structurally opposite expressions while preserving rhythm, rhyme, and cultural context. Ideal for writers, content creators, and developers building creative AI applications that need nuanced antonym generation.

BadRooBot My_test_mcp

BadRooBot My_test_mcp is an MCP server that provides weather data and image generation capabilities, enabling developers to integrate real-time weather information and AI-powered image creation into Claude-based applications for planning and reporting workflows.

by BadRooBot

CDCCCu

MCP Server

BowenXU0126 Aistudio_hw3

A lightweight MCP server that generates personalized greetings with optional pirate-themed flair. Best suited for developers building chatbots or applications needing fun, customizable salutation generation.

by BowenXU0126

CDCCCu

Skill

mcporter

mcporter is a CLI tool that enables direct interaction with MCP (Model Context Protocol) servers, allowing developers to list, configure, authenticate, and call MCP tools via HTTP or stdio. It's valuable for developers building or integrating with MCP-based systems who need programmatic access to server capabilities.

by ThinkfleetAI

mcp