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 AND LOAD WITH YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. Search with search_prompts, then load skills with list_skill_files, read_skill_file, and get_skill_download.
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
- 1 Context7 Library Documentation Expert developer coding
- 2 Codebase Onboarding Guide Generator developer coding
- 3 Code Analysis Onboarding Documentation Generator developer analysis
- 4 Sentry Bug Fixer Expert developer coding
- 5 MCP Server Builder Guide developer tool_use
- 6 6-Day Sprint Feature Prioritizer developer planning
- 7 Project Technical Analysis Reviewer developer analysis
- 8 SPA Frontend Debugger Expert developer coding
- 9 Vercel SPA Blank Screen Diagnoser developer coding
- 10 GitHub Repository Analyst developer analysis
- 11 Claude Prompt Engineering Expert Skill developer education
- 12 AI Vulnerability Analysis and Automation Accelerator developer security
- 13 GHAS Alerts and Repo Vulnerability Analyzer developer security
- 14 GHAS Vulnerability Triage and Upgrade Recommender developer security
- 15 AI Agent Permissions Updater for Claude Gemini developer security
- 16 Dead-Code Audit Triage and Cleanup Planner developer analysis
- 17 Web Page Redesign Plan Generator developer planning
- 18 Website Performance Audit Optimizer developer analysis
- 19 Multi-DB SQL Query Optimizer and Builder developer coding
- 20 Unity Architecture Specialist developer coding
- 21 Codebase Design System Forensic Auditor developer data_extraction
- 22 Design System Drift Auditor developer analysis
- 23 Software System Architecture Designer developer planning
- 24 Software Optimization Auditor developer coding
- 25 Test Results Analyzer for CI/CD Quality Insights developer analysis
- 26 UI Component Library Architect developer coding
- 27 Git Workflow Expert Task Manager developer coding
- 28 Performance Optimization Workflow Specialist developer coding
- 29 TypeScript Type System Architect developer coding
- 30 Software Tool Evaluator with Checklists developer evaluation
- 31 DevOps Dependency Manager and Auditor developer operations
- 32 Base R Programming Reference Guide developer coding
- 33 Flutter Map SDK Layer Bug Fixer developer coding
- 34 Project Architecture Guide for Programmers developer coding
- 35 LLM Security Vulnerability Analyzer developer security
- 36 Reverse Prompt Engineer for LLM Outputs developer analysis
- 37 Comprehensive Repository Bug Analysis and Fixer developer coding
- 38 C# SOAP API Large Data Optimizer developer coding
- 39 GitHub Repository Code Tutor developer coding
- 40 .NET Enterprise API Project Analyzer developer analysis
- 41 Code Directory Structure Explainer developer analysis
- 42 AST-Grep Code Analysis Superpower developer coding
- 43 Supabase Edge Functions Mobile Performance Auditor developer analysis
- 44 WCAG Accessibility Testing Remediator developer evaluation
- 45 Node.js Express File Analysis API Expert developer coding
- 46 App Color Palette Harmonizer developer creative
- 47 Ethereum Smart Contract Vulnerability Analyzer developer security
- 48 fp-ts Type Selection Quick Reference developer coding
- 49 Haskell Advanced Type Systems Expert developer coding