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 workflow_stage: analysis
# PROMPT CATEGORY
- 1Context7 Library Documentation Expertdevelopercoding
- 2Codebase Onboarding Guide Generatordevelopercoding
- 3Code Analysis Onboarding Documentation Generatordeveloperanalysis
- 4Sentry Bug Fixer Expertdevelopercoding
- 5MCP Server Builder Guidedevelopertool_use
- 66-Day Sprint Feature Prioritizerdeveloperplanning
- 7Project Technical Analysis Reviewerdeveloperanalysis
- 8SPA Frontend Debugger Expertdevelopercoding
- 9Vercel SPA Blank Screen Diagnoserdevelopercoding
- 10GitHub Repository Analystdeveloperanalysis
- 11Claude Prompt Engineering Expert Skilldevelopereducation
- 12AI Vulnerability Analysis and Automation Acceleratordevelopersecurity
- 13GHAS Alerts and Repo Vulnerability Analyzerdevelopersecurity
- 14GHAS Vulnerability Triage and Upgrade Recommenderdevelopersecurity
- 15AI Agent Permissions Updater for Claude Geminidevelopersecurity
- 16Dead-Code Audit Triage and Cleanup Plannerdeveloperanalysis
- 17Web Page Redesign Plan Generatordeveloperplanning
- 18Website Performance Audit Optimizerdeveloperanalysis
- 19Multi-DB SQL Query Optimizer and Builderdevelopercoding
- 20Unity Architecture Specialistdevelopercoding
- 21Codebase Design System Forensic Auditordeveloperdata_extraction
- 22Design System Drift Auditordeveloperanalysis
- 23Software System Architecture Designerdeveloperplanning
- 24Software Optimization Auditordevelopercoding
- 25Test Results Analyzer for CI/CD Quality Insightsdeveloperanalysis
- 26UI Component Library Architectdevelopercoding
- 27Git Workflow Expert Task Managerdevelopercoding
- 28Performance Optimization Workflow Specialistdevelopercoding
- 29TypeScript Type System Architectdevelopercoding
- 30Software Tool Evaluator with Checklistsdeveloperevaluation
- 31DevOps Dependency Manager and Auditordeveloperoperations
- 32Base R Programming Reference Guidedevelopercoding
- 33Flutter Map SDK Layer Bug Fixerdevelopercoding
- 34Project Architecture Guide for Programmersdevelopercoding
- 35LLM Security Vulnerability Analyzerdevelopersecurity
- 36Reverse Prompt Engineer for LLM Outputsdeveloperanalysis
- 37Comprehensive Repository Bug Analysis and Fixerdevelopercoding
- 38C# SOAP API Large Data Optimizerdevelopercoding
- 39GitHub Repository Code Tutordevelopercoding
- 40.NET Enterprise API Project Analyzerdeveloperanalysis
- 41Code Directory Structure Explainerdeveloperanalysis
- 42AST-Grep Code Analysis Superpowerdevelopercoding
- 43Supabase Edge Functions Mobile Performance Auditordeveloperanalysis
- 44WCAG Accessibility Testing Remediatordeveloperevaluation
- 45Node.js Express File Analysis API Expertdevelopercoding
- 46App Color Palette Harmonizerdevelopercreative
- 47Ethereum Smart Contract Vulnerability Analyzerdevelopersecurity
- 48fp-ts Type Selection Quick Referencedevelopercoding
- 49Haskell Advanced Type Systems Expertdevelopercoding