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 task_types: analyze
# PROMPT CATEGORY
- 1VSCode CodeTour File Expertdevelopercoding
- 2Context7 Library Documentation Expertdevelopercoding
- 3Codebase Onboarding Guide Generatordevelopercoding
- 4Code Analysis Onboarding Documentation Generatordeveloperanalysis
- 5Sentry Bug Fixer Expertdevelopercoding
- 6UiPath XAML Code Review Specialistdevelopercoding
- 7MCP Server Builder Guidedevelopertool_use
- 8Scalable Backend Architect Expertdevelopercoding
- 96-Day Sprint Feature Prioritizerdeveloperplanning
- 10Distributed Software Architecture Sparring Partnerdevelopercoding
- 11Universal Context Document Generator for AI Sessionsdeveloperwriting
- 12Project Technical Analysis Reviewerdeveloperanalysis
- 13Senior Software Engineer Code Copilotdevelopercoding
- 14Cascading System Failure Simulatordeveloperoperations
- 15Comprehensive PHP Codebase Reviewerdeveloperanalysis
- 16Comprehensive TypeScript Codebase Reviewerdevelopercoding
- 17JavaScript Code Review Expertdevelopercoding
- 18Code Improvement and Refactoring Suggesterdevelopercoding
- 19SPA Frontend Debugger Expertdevelopercoding
- 20Vercel SPA Blank Screen Diagnoserdevelopercoding
- 21GitHub Repository Analystdeveloperanalysis
- 22Customizable Code Review Specialistdevelopercoding
- 23Claude Prompt Engineering Expert Skilldevelopereducation
- 24CLAUDE.md File Generator for AI Codersdevelopercoding
- 25Turkish Principal Code Architecture Reviewerdevelopercoding
- 26Test-First Bug Fix Implementerdevelopercoding
- 27Senior Python Code Reviewerdevelopercoding
- 28Claude Code Prompt Generator with Error Trackingdevelopercoding
- 29Spring Boot SOLID Architect Specialistdevelopercoding
- 30AI Vulnerability Analysis and Automation Acceleratordevelopersecurity
- 31GHAS Alerts and Repo Vulnerability Analyzerdevelopersecurity
- 32Minimax Music API Generation Agentdevelopercreative
- 33Codebase Security Fix and Test Writerdevelopersecurity
- 34GHAS Vulnerability Triage and Upgrade Recommenderdevelopersecurity
- 35Python Security Code Auditordevelopersecurity
- 36Structured Cross-Language Code Translatordevelopercoding
- 37AI Agent Permissions Updater for Claude Geminidevelopersecurity
- 38Dead-Code Audit Triage and Cleanup Plannerdeveloperanalysis
- 39Pytest Unit Test Suite Generatordevelopercoding
- 40Design Audit JSON to Token Architectdeveloperanalysis
- 41FORME.md Codebase Update Documenterdevelopercoding
- 42Web Page Redesign Plan Generatordeveloperplanning
- 43Webpage Design Criteria Reviewer and Improverdeveloperanalysis
- 44Playwright Web App Testing Toolkitdeveloperoperations
- 45Website Performance Audit Optimizerdeveloperanalysis
- 46Multi-DB SQL Query Optimizer and Builderdevelopercoding
- 47Unity Architecture Specialistdevelopercoding
- 48Codebase Design System Forensic Auditordeveloperdata_extraction
- 49Web Launch Readiness Checklist Generatordeveloperoperations
- 50Next.js Visual Masterpiece Feedback Form Creatordevelopercoding
- 51Web App Enhancement Development Plan Generatordeveloperplanning
- 52REST GraphQL gRPC API Designerdeveloperapi_design
- 53Design System Drift Auditordeveloperanalysis
- 54Software System Architecture Designerdeveloperplanning
- 55Documentation Maintainer with Task Checklistsdeveloperwriting
- 56Multi-Layer Data Validation Implementerdevelopersecurity
- 57Software Optimization Auditordevelopercoding
- 58Database Schema Architectdevelopercoding
- 59WCAG Web Accessibility Auditordeveloperevaluation
- 60Senior Frontend Task Checklist Architectdevelopercoding
- 61Test Results Analyzer for CI/CD Quality Insightsdeveloperanalysis
- 62UI Component Library Architectdevelopercoding
- 63Git Diff Security Auditordevelopersecurity
- 64Comprehensive Test Suite Engineerdevelopercoding
- 65Faker.js Mock Data Generatordevelopertesting
- 66Multi-Layer Caching Architecture Designerdevelopercoding
- 67Polyglot Code Formatter Configuratordevelopercoding
- 68Git Workflow Expert Task Managerdevelopercoding
- 69DevOps Environment Configuration Specialistdeveloperoperations
- 70Scalable Backend Architect with Checklistsdevelopercoding
- 71Performance Optimization Workflow Specialistdevelopercoding
- 72Risk-Based Quality Test Strategy Architectdevelopersoftware_testing
- 73Legal Policies Drafter with Web Routesdeveloperlegal
- 74TypeScript Type System Architectdevelopercoding
- 75Software Tool Evaluator with Checklistsdeveloperevaluation
- 76Error Handling Logging Resilience Specialistdevelopercoding
- 77Structured Code Security and Quality Reviewerdevelopercoding
- 78POSIX Shell Script Developer with Checklistsdevelopercoding
- 79DevOps Dependency Manager and Auditordeveloperoperations
- 80Next.js UI/UX Architecture Reviewerdeveloperanalysis
- 81iOS App Store Compliance Auditordeveloperanalysis
- 82Terraform Module Design Expertdevelopercoding
- 83App Code Reviewer for Security Localization Simplificationdevelopercoding
- 84Astro v6 Strict Architecture Rulesdevelopercoding
- 85LazyVim Cloud Engineering Configuratordevelopercoding
- 86Code Refactoring Expert with Checklistsdevelopercoding
- 87Iterative App Improvement Analystdevelopercoding
- 88Reusable Enterprise Website Template Architectdevelopersoftware_engineering
- 89IT Project Backlog Generator from Docsdeveloperplanning
- 90Stylelint Plugin Architect Instructionsdevelopercoding
- 91Professional Code Review Expertdevelopercoding
- 92Bootstrap Front-End Website Redesignerdevelopercoding
- 93Flutter Map SDK Layer Bug Fixerdevelopercoding
- 94Multi-Language Code Reviewerdevelopercoding
- 95WCAG 2.2 Website Accessibility Auditordeveloperanalysis
- 96Conventional Git Commit Message Generatordevelopercoding
- 97Test Cases and Code Generator Tutordevelopercoding
- 98Project Architecture Guide for Programmersdevelopercoding
- 99LLM Security Vulnerability Analyzerdevelopersecurity
- 100Reverse Prompt Engineer for LLM Outputsdeveloperanalysis