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
- 201PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 202NeMo Curator GPU Data Curation Guidedeveloperdata_extraction
- 203PathML Computational Pathology Toolkitagentmedical
- 204PennyLane Quantum ML Library Guidedevelopercoding
- 205Polars-Bio Genomic Interval Operationsdeveloperdata_extraction
- 206Phoenix AI Observability Platform Guidedevelopertool_use
- 207Python PDF Processing Operations Guideagentoperations
- 208Prioritization Frameworks Reference Guideagentproduct
- 209NotebookLM Browser Automation Skillagenttool_use
- 210Polars DataFrame Library Referenceagentcoding
- 211Paperzilla CLI Command Referenceagentresearch
- 212PPTX File Handling Skill Guideagentoperations
- 213Qdrant Vector Similarity Search Guideagenttool_use
- 214PyTorch Lightning Training Workflows Guidedevelopercoding
- 215PufferLib High-Performance RL Assistantagentcoding
- 216PyTDC Drug Discovery Dataset Guidedevelopermedical
- 217Pydicom DICOM Medical Imaging Guideagentmedical
- 218Pinecone Vector Database Python Guidedevelopertool_use
- 219Ray Data ML Processing Guidedevelopercoding
- 220BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 221QuTiP Quantum Dynamics Simulator Guideagentphysics
- 222RDKit Cheminformatics Python Guideagentchemistry
- 223RWKV Architecture Guide with Code Examplesdevelopercoding
- 224LLM Project Pipeline Development Methodologyagentplanning
- 225Senior Product Manager Skills Agentagentproduct
- 226PyLabRobot Multi-Vendor Lab Automationagentoperations
- 227PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 228Protocols.io API Integration Guideagenttool_use
- 229Pysam Genomic File Operations Guideagentcoding
- 230PyHealth Clinical Pipeline Builderagentmedical
- 231Seaborn Statistical Visualization Referenceagentanalysis
- 232Clinical Psychology Philosophy Companiongeneral userpersonal_assistant
- 233Pyvene Causal Interventions Guidedeveloperanalysis
- 234RevOps Lead Lifecycle Optimizeragentsales
- 235Scanpy scRNA-seq Analysis Workflowagentanalysis
- 236scVelo RNA Velocity Analysis Workflowagentanalysis
- 237scikit-bio Bioinformatics Analysis Skillagentanalysis
- 238SentencePiece Tokenizer Training Guidedevelopercoding
- 239RingCentral Automation Status Guideagenttool_use
- 240Firecrawl SEO Site Crawling Commandsagentmarketing
- 241Documentation to Claude AI Skills Converteragenttool_use
- 242SGLang LLM Serving Framework Guidedevelopertool_use
- 243Rowan Molecular Modeling Python APIagentscientific_computing
- 244Claude Skill Creator with Slack Sharingagentoperations
- 245SkyPilot Multi-Cloud ML Orchestration Guidedeveloperoperations
- 246Speculative Decoding for LLM Inferenceagentcoding
- 247SimPy Discrete-Event Simulation Guideagentcoding
- 248Stable Baselines3 RL Training Guideagentcoding
- 249Stable Diffusion Diffusers Image Generation Guideagentimage_generation
- 250Subagent-Driven Development Executoragentplanning
- 251Slime RL Post-Training Framework Guidedevelopercoding
- 252Statsmodels Python Statistical Modeling Guideagentcoding
- 253Claude Superpowers Lab Environment Guideagentother
- 254TensorRT-LLM Inference Optimization Guidedevelopercoding
- 255SymPy Symbolic Mathematics Guideagentcoding
- 256Tavily Web Search Skill Guideagenttool_use
- 257SAELens Sparse Autoencoder Training Guideagentresearch
- 258Code Change State Machine Trackeragentcoding
- 259TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 260Claude Code Model Router with Cost Loggingagenttool_use
- 261TileDB-VCF Genomic Variant Data Handlerdeveloperanalysis
- 262Torchforge PyTorch RL Training Guidedevelopercoding
- 263Hugging Face Transformers Library Guideagentcoding
- 264UI Interface Building Constraints Guideagentproduct
- 265UMAP-Learn Dimensionality Reduction Guidedeveloperanalysis
- 266Vaex Large Dataset Analysis Skilldeveloperanalysis
- 267Vexor Semantic File Search Skillagenttool_use
- 268Secure Environment Variable Management Skillagentsecurity
- 269Wave Accounting Integration Statusagentfinance
- 270Viboscope Psychometric Compatibility Matcheragentpersonal_assistant
- 271Verl RL Training Guide for LLMsdevelopercoding
- 272Whisper Speech Recognition Model Guidedevelopertool_use
- 273PyTorch Geometric GNN Implementation Guideagentcoding
- 274Zoho Desk Automation Statusagentcustomer_support
- 275x402 Express USDC Payment Middlewareagenttool_use
- 276Zarr Python Chunked Arrays Guideagentcoding
- 277XLSX File Creation and Analysis Standardsagentdata_extraction
- 278X Twitter Article Publisher Skillagentmarketing