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: education
# PROMPT CATEGORY
- 201 LLaVA Vision-Language Model Guide developer other
- 202 LlamaIndex RAG Framework Guide developer coding
- 203 Mamba State Space Model Guide developer coding
- 204 Makepad Rust UI Development Skills agent coding
- 205 LangSmith LLM Observability Guide developer evaluation
- 206 Matplotlib Python Plotting Guide agent coding
- 207 Modal Serverless GPU ML Guide developer operations
- 208 Bitcoin Lightning Channel Factories Explainer agent education
- 209 Mixture of Experts Training Guide developer coding
- 210 Miles Enterprise RL Training Guide developer coding
- 211 nanoGPT Minimal GPT Training Guide developer coding
- 212 PennyLane Quantum ML Library Guide developer coding
- 213 Puzzle Activity Planner with Generator Links agent planning
- 214 PyTorch Lightning Training Workflows Guide developer coding
- 215 PufferLib High-Performance RL Assistant agent coding
- 216 QuTiP Quantum Dynamics Simulator Guide agent physics
- 217 RWKV Architecture Guide with Code Examples developer coding
- 218 Ray Train Distributed Training Workflows developer coding
- 219 Scientific Research Ideation Partner scientist research
- 220 SentencePiece Tokenizer Training Guide developer coding
- 221 SimPy Discrete-Event Simulation Guide agent coding
- 222 Stable Baselines3 RL Training Guide agent coding
- 223 Slime RL Post-Training Framework Guide developer coding
- 224 Statsmodels Python Statistical Modeling Guide agent coding
- 225 SymPy Symbolic Mathematics Guide agent coding
- 226 SAELens Sparse Autoencoder Training Guide agent research
- 227 TransformerLens Mechanistic Interpretability Guide developer coding
- 228 Torchforge PyTorch RL Training Guide developer coding
- 229 Hugging Face Transformers Library Guide agent coding
- 230 UI Interface Building Constraints Guide agent product
- 231 Verl RL Training Guide for LLMs developer coding
- 232 Whisper Speech Recognition Model Guide developer tool_use
- 233 PyTorch Geometric GNN Implementation Guide agent coding
- 234 Zarr Python Chunked Arrays Guide agent coding