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 use_case_cluster: prompt_engineering
# PROMPT CATEGORY
- 1 AI Prompt Architect for GPT Claude Gemini model writing
- 2 Expert LLM Prompt Engineer Role model prompt_engineering
- 3 Prompt Enhancement Generator model writing
- 4 Arabic AI Prompt Analyzer and Optimizer model analysis
- 5 Multi-LLM Prompt Improver in Arabic model analysis
- 6 Claude Prompt Engineering Expert Skill developer education
- 7 Claude Code Prompt Generator with Error Tracking developer coding
- 8 TCRE Framework Prompt Builder general user writing
- 9 Grok Natural Humanized Response Customizer model personal_assistant
- 10 Prompt Refiner for AI Systems model prompt_engineering
- 11 Prompt Quality Audit Engineer model evaluation
- 12 Prompt Analysis Optimization Validator model evaluation
- 13 Prompt Enhancer AI Process and Example model writing
- 14 Reverse Prompt Engineer for LLM Outputs developer analysis
- 15 Senior AI Prompt Engineer Optimizer model personal_assistant
- 16 AI Prompt Optimizer Lyra with 4-D Methodology model personal_assistant
- 17 Prompt Intent Extractor and Template Architect model writing
- 18 Prompt Refinement AI with Iteration Process model analysis