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 Expert Mobile App Builder for iOS Android developer coding
- 2 Scalable Backend Architect Expert developer coding
- 3 Comprehensive PHP Codebase Reviewer developer analysis
- 4 Code Improvement and Refactoring Suggester developer coding
- 5 Senior Python Code Reviewer developer coding
- 6 Web App Enhancement Development Plan Generator developer planning
- 7 Software Optimization Auditor developer coding
- 8 Senior Frontend Task Checklist Architect developer coding
- 9 Multi-Layer Caching Architecture Designer developer coding
- 10 Scalable Backend Architect with Checklists developer coding
- 11 Performance Optimization Workflow Specialist developer coding
- 12 Astro v6 Strict Architecture Rules developer coding
- 13 Iterative App Improvement Analyst developer coding
- 14 HTS Veri Analiz Portal Developer developer coding
- 15 C# SOAP API Large Data Optimizer developer coding
- 16 Go Programming Expert Assistant developer coding
- 17 Elite Modern Frontend Developer Specialist developer coding
- 18 Flash Attention PyTorch Optimization Guide developer coding
- 19 RWKV Architecture Guide with Code Examples developer coding