AI PROMPTS
THE OPEN AI PROMPTS LIBRARY
A community-curated library of prompts for every AI — across coding, writing, research, design, marketing, and dozens more categories. Discover, share, and remix what works.
AVAILABLE FOR EVERY AI
Claude, ChatGPT, Gemini, Cursor, Copilot, Perplexity, Grok — and any other model or assistant you use.
SEARCH FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
URL
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
prompt
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http).
OPTION B — JSON CONFIG manual setup
mcp.json
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
FILTERED BY domain: software_engineering
# PROMPT CATEGORY
- 101CKEditor 5 Newsletter Plugin Developerdevelopercoding
- 102Structured Python Production Code Generatordevelopercoding
- 103App Store Screenshots Gallery Generatordevelopercoding
- 104Antigravity Secure Coding Workflow Rulesmodelcoding
- 105Spring Boot SOLID Architect Specialistdevelopercoding
- 106Playnance G Coin Web3 Wallet Builderdevelopercoding
- 107AI Vulnerability Analysis and Automation Acceleratordevelopersecurity
- 108GHAS Alerts and Repo Vulnerability Analyzerdevelopersecurity
- 109Ollama Agentic Code Workflow Builder Querydevelopercoding
- 110HTWind Single-File Widget Generatormodelcoding
- 111Codebase Security Fix and Test Writerdevelopersecurity
- 112Repository Performance Audit Engineermodelevaluation
- 113GHAS Vulnerability Triage and Upgrade Recommenderdevelopersecurity
- 114Vitest TypeScript Unit Test Guidedevelopercoding
- 115Python Security Code Auditordevelopersecurity
- 116Homepage UI Redesign with Header, Tags, Cardsmodelcreative
- 117prompts.chat Project Taste Guidelinesdevelopercoding
- 118Angular Standalone Directive Generatordevelopercoding
- 119Iterative AI Robotics Technical Blog Writerwriterwriting
- 120Structured Cross-Language Code Translatordevelopercoding
- 121AI Agent Permissions Updater for Claude Geminidevelopersecurity
- 122Dead-Code Audit Triage and Cleanup Plannerdeveloperanalysis
- 123In-Depth Spec Interview Refineragenttool_use
- 124Linear Issue Git Branch PR Creatoragentcoding
- 125Pytest Unit Test Suite Generatordevelopercoding
- 126Next.js Best Practices Guidelinesdevelopercoding
- 127React Flow Sales Funnel Application Buildermodelcoding
- 128Git Commit Push PR Automatoragenttool_use
- 129Code Review Specialistmodelcoding
- 130Design Audit JSON to Token Architectdeveloperanalysis
- 131FORME.md Codebase Update Documenterdevelopercoding
- 132React Tailwind Single-File Page Builderdevelopercoding
- 133Web Page Redesign Plan Generatordeveloperplanning
- 134Webpage Design Criteria Reviewer and Improverdeveloperanalysis
- 135Plain-Language Project FORME.md Generatorexecutivewriting
- 136AI-First Design Handoff Specs Generatoragentcoding
- 137Operating Systems Course Module Generatorstudenteducation
- 138Playwright Web App Testing Toolkitdeveloperoperations
- 139Website Performance Audit Optimizerdeveloperanalysis
- 140Multi-DB SQL Query Optimizer and Builderdevelopercoding
- 141Unity Architecture Specialistdevelopercoding
- 142Codebase Design System Forensic Auditordeveloperdata_extraction
- 143Responsive Web App Development Plan Generatordeveloperplanning
- 144Web Launch Readiness Checklist Generatordeveloperoperations
- 145SaaS Dashboard Backend Security Auditormodelsecurity
- 146Web UI QA Audit Specialistmodelevaluation
- 147Privacy-First Secure Chat App Designermodelcoding
- 148Next.js Visual Masterpiece Feedback Form Creatordevelopercoding
- 149C++ Efficient Solver with Compact Stylingdevelopercoding
- 150AI Agents MCP Video Knowledge Extractormodeleducation
- 151Tistory Poster Skin UI Enhancerdevelopercoding
- 152Web App Enhancement Development Plan Generatordeveloperplanning
- 153PROGRESS.md Manager for Agentic Codingagentcoding
- 154CLAUDE.md Design System Reference Compilermodeldocumentation
- 155REST GraphQL gRPC API Designerdeveloperapi_design
- 156Design System Drift Auditordeveloperanalysis
- 157React SaaS Metrics Dashboard Generatordevelopercoding
- 158PostgreSQL R2 Backup Restore Pipeline Implementermodeloperations
- 159Software System Architecture Designerdeveloperplanning
- 160Repository Security Architecture Audit Frameworkmodelsecurity
- 161Documentation Maintainer with Task Checklistsdeveloperwriting
- 162Multi-Layer Data Validation Implementerdevelopersecurity
- 163Design System Component Spec Generatormodelcoding
- 164Software Optimization Auditordevelopercoding
- 165Database Schema Architectdevelopercoding
- 166Xcode MCP Usage Guidelines for Agentsagenttool_use
- 167API Performance Load Chaos Testing Expertdeveloperoperations
- 168WCAG Web Accessibility Auditordeveloperevaluation
- 169Security Vulnerability Auditor Checklist Generatormodelsecurity
- 170AI Agents Video Knowledge Extractormodeleducation
- 171Senior Frontend Task Checklist Architectdevelopercoding
- 172Test Results Analyzer for CI/CD Quality Insightsdeveloperanalysis
- 173UI Component Library Architectdevelopercoding
- 174DevOps CI/CD Automation Pipeline Architectdeveloperoperations
- 175Git Diff Security Auditordevelopersecurity
- 176Repo Workflow AGENTS.md Editoragentworkflow
- 177Comprehensive Test Suite Engineerdevelopercoding
- 178Faker.js Mock Data Generatordevelopertesting
- 179Multi-Layer Caching Architecture Designerdevelopercoding
- 180Polyglot Code Formatter Configuratordevelopercoding
- 181Interview Prep Single-Page App Builderdevelopercoding
- 182Git Workflow Expert Task Managerdevelopercoding
- 183DevOps Environment Configuration Specialistdeveloperoperations
- 184Scalable Backend Architect with Checklistsdevelopercoding
- 185Performance Optimization Workflow Specialistdevelopercoding
- 186Risk-Based Quality Test Strategy Architectdevelopersoftware_testing
- 187Task-Oriented Code Review Expertmodelcoding
- 188Java Data Access Best Practices Checklistdevelopercoding
- 189UI Design Handoff Generatordeveloperproduct
- 190Repository Codebase Indexer Generatormodelanalysis
- 191TypeScript Type System Architectdevelopercoding
- 192Software Tool Evaluator with Checklistsdeveloperevaluation
- 193Rapid MVP Prototype Plannermodelsoftware_engineering
- 194Mirror AI Personal Coaching Web Appdevelopercoding
- 195Product PRD and Development Roadmap Plannermodelproduct
- 196Error Handling Logging Resilience Specialistdevelopercoding
- 197Post-Implementation Software Self-Audit Generatormodeloperations
- 198Structured Code Security and Quality Reviewerdevelopercoding
- 199Dating Profile Audit Web App Builderdevelopercoding
- 200POSIX Shell Script Developer with Checklistsdevelopercoding