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 task_types: explain
# PROMPT CATEGORY
- 101 LlamaGuard Content Moderation Deployment Guide developer safety
- 102 Medchem Molecular Filtering Library developer medical
- 103 MCP Server Development Guide developer coding
- 104 Mixture of Experts Training Guide developer coding
- 105 Miles Enterprise RL Training Guide developer coding
- 106 Mergekit LLM Model Merging Guide developer machine_learning
- 107 Molfeat Molecular Featurization Guide developer coding
- 108 nanoGPT Minimal GPT Training Guide developer coding
- 109 NeMo Guardrails LLM Safety Setup developer safety
- 110 Nnsight Remote Model Interpretability Guide developer coding
- 111 Flash Attention PyTorch Optimization Guide developer coding
- 112 Opentrons Protocol API Writer developer coding
- 113 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 114 NeMo Curator GPU Data Curation Guide developer data_extraction
- 115 PennyLane Quantum ML Library Guide developer coding
- 116 Polars-Bio Genomic Interval Operations developer data_extraction
- 117 Phoenix AI Observability Platform Guide developer tool_use
- 118 PyTorch Lightning Training Workflows Guide developer coding
- 119 PyTDC Drug Discovery Dataset Guide developer medical
- 120 Pinecone Vector Database Python Guide developer tool_use
- 121 Ray Data ML Processing Guide developer coding
- 122 BitsAndBytes LLM Quantization Workflows developer coding
- 123 RWKV Architecture Guide with Code Examples developer coding
- 124 PyOpenMS Proteomics Analysis Assistant developer analysis
- 125 Prompt Injection Jailbreak Detector developer security
- 126 Ray Train Distributed Training Workflows developer coding
- 127 Pyvene Causal Interventions Guide developer analysis
- 128 Ruby Metaprogramming and Rails Expert developer coding
- 129 Segment Anything Model User Guide developer other
- 130 SentencePiece Tokenizer Training Guide developer coding
- 131 Sentence Transformers Embeddings Usage Guide developer coding
- 132 SGLang LLM Serving Framework Guide developer tool_use
- 133 SimPO Preference Optimization Training Guide developer machine_learning
- 134 SkyPilot Multi-Cloud ML Orchestration Guide developer operations
- 135 Slime RL Post-Training Framework Guide developer coding
- 136 TensorRT-LLM Inference Optimization Guide developer coding
- 137 TransformerLens Mechanistic Interpretability Guide developer coding
- 138 TileDB-VCF Genomic Variant Data Handler developer analysis
- 139 Torchforge PyTorch RL Training Guide developer coding
- 140 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 141 Vaex Large Dataset Analysis Skill developer analysis
- 142 Verl RL Training Guide for LLMs developer coding
- 143 Whisper Speech Recognition Model Guide developer tool_use