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 task_types: critique
# PROMPT CATEGORY
- 101 Python Algo Trading QA Tester developer coding
- 102 JavaScript Codebase Continuation Assistant developer coding
- 103 Academic Research Paper Evaluator analyst evaluation
- 104 Mobile App UI/UX Screenshot Analyzer model analysis
- 105 AI Computer Vision Algorithm Analyzer model analysis
- 106 Git Diff Code Review Analyzer developer coding
- 107 Global Trade Contract Reviewer legal professional legal
- 108 GitHub Repository Code Tutor developer coding
- 109 Pull Request Security Reviewer developer coding
- 110 Elite Modern Frontend Developer Specialist developer coding
- 111 Code Review Assistant for Errors and Optimizations developer coding
- 112 Computer Science PhD Thesis Evaluator model education
- 113 .NET Enterprise API Project Analyzer developer analysis
- 114 AST-Grep Code Analysis Superpower developer coding
- 115 Supabase Edge Functions Mobile Performance Auditor developer analysis
- 116 WCAG Web Accessibility Auditor Remediator developer evaluation
- 117 Brutal Text Criticism Roaster general user analysis
- 118 WCAG Accessibility Testing Remediator developer evaluation
- 119 Resume Reviewer for Job Openings general user hr
- 120 AI Safety Resume Reviewer for Anthropic Fellows model hr
- 121 AWS Cloud Architecture Expert developer operations
- 122 IPD Research Commercialization Evaluator model research
- 123 Bug Discovery Code Analyzer developer coding
- 124 Code Review Expert for Quality and Security developer coding
- 125 2025 Retrospective and 2026 Strategic Coach executive personal_assistant
- 126 Wazuh Security Monitoring Research Project Generator student security
- 127 Interactive Business English Trainer student education
- 128 Code Review Specialist for Quality and Security model coding
- 129 Startup Business Idea Feasibility Analyzer model analysis
- 130 Web App Source Code Pentest Report Generator model security
- 131 GitHub Repository Best Practices Analyzer developer analysis
- 132 FDA FSMA Food Safety Auditor agent legal
- 133 FDA MedTech Compliance Auditor agent medical
- 134 FDA FSMA Food Safety Auditor agent safety
- 135 Security Audit Fix Verifier agent security
- 136 FDA MedTech Compliance Auditor agent medical
- 137 Bitcoin Lightning Network Protocol Reviewer agent analysis
- 138 Bitcoin Lightning Network Design Reviewer agent analysis
- 139 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 140 UX/UI Principles Interface Evaluator agent evaluation
- 141 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 142 Codex ML Research Review Workflow agent research
- 143 Codex MCP ML Research Reviewer agent research
- 144 Multi-Jurisdiction Patent Claims Drafter agent legal
- 145 Gemini MCP Multi-Round Research Reviewer agent research
- 146 Marketing Copy Seven-Sweeps Editor agent writing
- 147 Marketing Page CRO Analyzer agent marketing
- 148 FDA Food Safety Compliance Auditor agent legal
- 149 Security Audit Fix Commit Reviewer agent security
- 150 AI Text Humanizer and Rewriter model writing
- 151 Grammar Logic Flow Text Reviewer model writing
- 152 Domain Model Plan Grilling Interviewer agent planning
- 153 FDA MedTech Compliance Auditor agent medical
- 154 Existing Product Feature Assumption Analyzer product manager product
- 155 Bitcoin Lightning Network Protocol Reviewer agent analysis
- 156 Codebase Architecture Deepening Advisor agent coding
- 157 Scientific Manuscript Peer Reviewer agent evaluation
- 158 Existing Web Design Premium Upgrader agent creative
- 159 Claude MCP Research Review Workflow agent research
- 160 Product Manager Resume Review and Tailoring model hr
- 161 ScholarEval Academic Research Evaluator agent evaluation
- 162 End-to-End Autonomous Research Pipeline agent research
- 163 UI/UX Design Intelligence Guide agent product
- 164 Conversational Markdown Article Shaper agent writing
- 165 Nielsen Heuristics Mobile UX Auditor agent evaluation