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: prompt_optimization
# PROMPT CATEGORY
- 1 AI Prompt Architect for GPT Claude Gemini model writing
- 2 Polar.sh Payment Prompts for Notion Template Sales model prompt_engineering
- 3 Prompt Refiner for AI Systems model prompt_engineering
- 4 Prompt Quality Audit Engineer model evaluation
- 5 Prompt Analysis Optimization Validator model evaluation
- 6 AI Prompt Optimizer Lyra with 4-D Methodology model personal_assistant
- 7 Chimera Prompt Optimizer and Jailbreak Researcher model research
- 8 Interactive Prompt Engineer Optimizer model personal_assistant
- 9 ARIS Meta-Optimization Log Analyzer agent operations
- 10 AI Agent Reasoning Trace Optimizer agent evaluation