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 subcategories: performance_optimization
# PROMPT CATEGORY
- 1 Elite Frontend UI Developer model coding
- 2 Expert Mobile App Builder for iOS Android developer coding
- 3 Scalable Backend Architect Expert developer coding
- 4 Comprehensive PHP Codebase Reviewer developer analysis
- 5 Code Improvement and Refactoring Suggester developer coding
- 6 Senior Python Code Reviewer developer coding
- 7 Super Hero Protocol Performance Optimizer general user medical
- 8 Web App Enhancement Development Plan Generator developer planning
- 9 Software Optimization Auditor developer coding
- 10 Senior Frontend Task Checklist Architect developer coding
- 11 Multi-Layer Caching Architecture Designer developer coding
- 12 Scalable Backend Architect with Checklists developer coding
- 13 Performance Optimization Workflow Specialist developer coding
- 14 Astro v6 Strict Architecture Rules developer coding
- 15 Iterative App Improvement Analyst developer coding
- 16 HTS Veri Analiz Portal Developer developer coding
- 17 C# SOAP API Large Data Optimizer developer coding
- 18 Go Programming Expert Assistant developer coding
- 19 Elite Modern Frontend Developer Specialist developer coding
- 20 Secure Full-Stack Web App Developer model coding
- 21 Idiomatic PHP Code Optimization Expert agent coding
- 22 PHP Generators Iterators SPL Expert agent coding
- 23 Ruby Metaprogramming and Rails Expert agent coding
- 24 Ruby Metaprogramming and Rails Expert agent coding
- 25 C Systems Programming Expert agent coding
- 26 Flash Attention PyTorch Optimization Guide developer coding
- 27 PHP Generators Iterators and SPL Expert agent coding
- 28 RWKV Architecture Guide with Code Examples developer coding