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: optimization
# PROMPT CATEGORY
- 1 Claude Prompt Engineering Expert Skill developer education
- 2 Website Performance Audit Optimizer developer analysis
- 3 Arista Network Configuration Engineer model operations
- 4 AI Computer Vision Algorithm Analyzer model analysis
- 5 Context Optimization Techniques Guide agent operations
- 6 GPTQ LLM 4-Bit Quantization Guide developer coding
- 7 ARIS Meta-Optimization Log Analyzer agent operations
- 8 LLM Pruning with Wanda and SparseGPT agent machine_learning
- 9 Slack GIF Creator Toolkit agent image_generation