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 workflow_stage: unknown
# PROMPT CATEGORY
- 1Azure AI Transcription Python SDK Guidedevelopercoding
- 2AI-Powered E2E Web Testing Skilldevelopercoding
- 3AI-Powered E2E Web Testing Skilldevelopertesting
- 4Claude Code Configuration Guidedevelopercoding
- 5Claude Code Model Router with Cost Loggingdevelopertool_use
- 6Lightning Channel Factory Implementation Advisordevelopercoding
- 7Arboreto Gene Regulatory Network Inferencedeveloperanalysis
- 8AutoGPT Autonomous Agent Platform Guidedevelopertool_use
- 9AWQ LLM Quantization Guidedevelopercoding
- 10Azure Python Transcription SDK Guidedevelopertool_use
- 11BLIP-2 Vision-Language Model Guidedeveloperother
- 12Constitutional AI Training Workflowsdevelopersafety
- 13Cirq Quantum Computing Framework Guidedevelopercoding
- 14Claude API Application Builderdevelopercoding
- 15DeepChem Molecular ML Workflow Guidedeveloperresearch
- 16COBRApy Metabolic Modeling Assistantdevelopercoding
- 17Chroma Embedding Database Usage Guidedevelopertool_use
- 18CrewAI Multi-Agent Orchestration Guidedevelopertool_use
- 19fp-ts Type Selection Referencedevelopercoding
- 20HQQ LLM Quantization Guidedevelopercoding
- 21Dask Parallel Computing Guidedevelopercoding
- 22Histolab WSI Tile Extraction Guidedevelopermedical
- 23LangChain Agents RAG and Tools Guidedevelopercoding
- 24GRPO RL Training with TRLdevelopercoding
- 25LLaVA Vision-Language Model Guidedeveloperother
- 26Lambda Labs GPU Cloud Guidedevelopertool_use
- 27LlamaIndex RAG Framework Guidedevelopercoding
- 28GPTQ LLM 4-Bit Quantization Guidedevelopercoding
- 29Transformer Long Context Extension Guidedevelopercoding
- 30Mamba State Space Model Guidedevelopercoding
- 31LangSmith LLM Observability Guidedeveloperevaluation
- 32llama.cpp CPU GPU Inference Guidedevelopertool_use
- 33LlamaGuard Content Moderation Deployment Guidedevelopersafety
- 34Medchem Molecular Filtering Librarydevelopermedical
- 35MCP Server Development Guidedevelopercoding
- 36Mixture of Experts Training Guidedevelopercoding
- 37Miles Enterprise RL Training Guidedevelopercoding
- 38Mergekit LLM Model Merging Guidedevelopermachine_learning
- 39Molfeat Molecular Featurization Guidedevelopercoding
- 40nanoGPT Minimal GPT Training Guidedevelopercoding
- 41NeMo Guardrails LLM Safety Setupdevelopersafety
- 42Nnsight Remote Model Interpretability Guidedevelopercoding
- 43PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 44NeMo Curator GPU Data Curation Guidedeveloperdata_extraction
- 45PennyLane Quantum ML Library Guidedevelopercoding
- 46Polars-Bio Genomic Interval Operationsdeveloperdata_extraction
- 47Phoenix AI Observability Platform Guidedevelopertool_use
- 48PyTorch Lightning Training Workflows Guidedevelopercoding
- 49PyTDC Drug Discovery Dataset Guidedevelopermedical
- 50Pinecone Vector Database Python Guidedevelopertool_use
- 51Ray Data ML Processing Guidedevelopercoding
- 52BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 53RWKV Architecture Guide with Code Examplesdevelopercoding
- 54PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 55Pyvene Causal Interventions Guidedeveloperanalysis
- 56SentencePiece Tokenizer Training Guidedevelopercoding
- 57SGLang LLM Serving Framework Guidedevelopertool_use
- 58SkyPilot Multi-Cloud ML Orchestration Guidedeveloperoperations
- 59Slime RL Post-Training Framework Guidedevelopercoding
- 60TensorRT-LLM Inference Optimization Guidedevelopercoding
- 61TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 62TileDB-VCF Genomic Variant Data Handlerdeveloperanalysis
- 63Torchforge PyTorch RL Training Guidedevelopercoding
- 64UMAP-Learn Dimensionality Reduction Guidedeveloperanalysis
- 65Vaex Large Dataset Analysis Skilldeveloperanalysis
- 66Verl RL Training Guide for LLMsdevelopercoding
- 67Whisper Speech Recognition Model Guidedevelopertool_use