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.
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http). Use search_prompts to search the library. For prompt_type=skill results, use list_skill_files to inspect the folder, read_skill_file to load SKILL.md or references, and get_skill_download to get the ZIP URL.
OPTION B — JSON CONFIG manual setup
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
}Browse by category
PROMPTS LIBRARY
- 1Cybersecurity Viral Tool Architectdevelopersecurity
- 2CLIP Model Code Examples and Guidedevelopertool_use
- 3HuggingFace Accelerate Distributed Training Guidedevelopercoding
- 4LLaVA Vision-Language Model Guidedeveloperother
- 5Mamba State Space Model Guidedevelopercoding
- 6LLM Knowledge Distillation Implementation Guidedevelopercoding
- 7Mixture of Experts Training Guidedevelopercoding
- 8nanoGPT Minimal GPT Training Guidedevelopercoding
- 9Nnsight Remote Model Interpretability Guidedevelopercoding
- 10Flash Attention PyTorch Optimization Guidedevelopercoding
- 11PyTorch Lightning Training Workflows Guidedevelopercoding
- 12Ray Data ML Processing Guidedevelopercoding
- 13RWKV Architecture Guide with Code Examplesdevelopercoding
- 14Ray Train Distributed Training Workflowsdevelopercoding
- 15Pyvene Causal Interventions Guidedeveloperanalysis
- 16Segment Anything Model User Guidedeveloperother
- 17Sentence Transformers Embeddings Usage Guidedevelopercoding
- 18SimPO Preference Optimization Training Guidedevelopermachine_learning
- 19TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 20Torchforge PyTorch RL Training Guidedevelopercoding