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