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 FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
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
- 101LlamaGuard Content Moderation Deployment Guidedevelopersafety
- 102Medchem Molecular Filtering Librarydevelopermedical
- 103MCP Server Development Guidedevelopercoding
- 104Mixture of Experts Training Guidedevelopercoding
- 105Miles Enterprise RL Training Guidedevelopercoding
- 106Mergekit LLM Model Merging Guidedevelopermachine_learning
- 107Molfeat Molecular Featurization Guidedevelopercoding
- 108nanoGPT Minimal GPT Training Guidedevelopercoding
- 109NeMo Guardrails LLM Safety Setupdevelopersafety
- 110Nnsight Remote Model Interpretability Guidedevelopercoding
- 111Flash Attention PyTorch Optimization Guidedevelopercoding
- 112Opentrons Protocol API Writerdevelopercoding
- 113PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 114NeMo Curator GPU Data Curation Guidedeveloperdata_extraction
- 115PennyLane Quantum ML Library Guidedevelopercoding
- 116Polars-Bio Genomic Interval Operationsdeveloperdata_extraction
- 117Phoenix AI Observability Platform Guidedevelopertool_use
- 118PyTorch Lightning Training Workflows Guidedevelopercoding
- 119PyTDC Drug Discovery Dataset Guidedevelopermedical
- 120Pinecone Vector Database Python Guidedevelopertool_use
- 121Ray Data ML Processing Guidedevelopercoding
- 122BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 123RWKV Architecture Guide with Code Examplesdevelopercoding
- 124PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 125Prompt Injection Jailbreak Detectordevelopersecurity
- 126Ray Train Distributed Training Workflowsdevelopercoding
- 127Pyvene Causal Interventions Guidedeveloperanalysis
- 128Ruby Metaprogramming and Rails Expertdevelopercoding
- 129Segment Anything Model User Guidedeveloperother
- 130SentencePiece Tokenizer Training Guidedevelopercoding
- 131Sentence Transformers Embeddings Usage Guidedevelopercoding
- 132SGLang LLM Serving Framework Guidedevelopertool_use
- 133SimPO Preference Optimization Training Guidedevelopermachine_learning
- 134SkyPilot Multi-Cloud ML Orchestration Guidedeveloperoperations
- 135Slime RL Post-Training Framework Guidedevelopercoding
- 136TensorRT-LLM Inference Optimization Guidedevelopercoding
- 137TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 138TileDB-VCF Genomic Variant Data Handlerdeveloperanalysis
- 139Torchforge PyTorch RL Training Guidedevelopercoding
- 140UMAP-Learn Dimensionality Reduction Guidedeveloperanalysis
- 141Vaex Large Dataset Analysis Skilldeveloperanalysis
- 142Verl RL Training Guide for LLMsdevelopercoding
- 143Whisper Speech Recognition Model Guidedevelopertool_use