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
- 801Active Directory Forest Trust Auditoragentsecurity
- 802Paperzilla CLI Command Referenceagentresearch
- 803PPTX File Handling Skill Guideagentoperations
- 804Qdrant Vector Similarity Search Guideagenttool_use
- 805PyTorch Lightning Training Workflows Guidedevelopercoding
- 806PufferLib High-Performance RL Assistantagentcoding
- 807PyTDC Drug Discovery Dataset Guidedevelopermedical
- 808Pydicom DICOM Medical Imaging Guideagentmedical
- 809Pinecone Vector Database Python Guidedevelopertool_use
- 810Ray Data ML Processing Guidedevelopercoding
- 811BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 812Pypict Pairwise Test Generation Skillagentcoding
- 813QuTiP Quantum Dynamics Simulator Guideagentphysics
- 814RDKit Cheminformatics Python Guideagentchemistry
- 815Claude MCP Research Review Workflowagentresearch
- 816RWKV Architecture Guide with Code Examplesdevelopercoding
- 817LLM Project Pipeline Development Methodologyagentplanning
- 818PrimeKG Knowledge Graph Query Skillagentmedical
- 819PyLabRobot Multi-Vendor Lab Automationagentoperations
- 820PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 821Protocols.io API Integration Guideagenttool_use
- 822PyDESeq2 RNA-seq Differential Expression Guideanalystanalysis
- 823Schema Markup Implementation Expertagentmarketing
- 824Product Manager Resume Review and Tailoringmodelhr
- 825Privacy Policy Compliance Generatorgeneral userlegal
- 826Pysam Genomic File Operations Guideagentcoding
- 827Scikit-Survival Analysis Modeling Guideagentmachine_learning
- 828Code Review Feedback Reception Protocolagentcoding
- 829PyHealth Clinical Pipeline Builderagentmedical
- 830Prompt Injection Jailbreak Detectordevelopersecurity
- 831Ray Train Distributed Training Workflowsdevelopercoding
- 832Seaborn Statistical Visualization Referenceagentanalysis
- 833Clinical Psychology Philosophy Companiongeneral userpersonal_assistant
- 834Pyvene Causal Interventions Guidedeveloperanalysis
- 835Ruby Metaprogramming and Rails Expertdevelopercoding
- 836RevOps Lead Lifecycle Optimizeragentsales
- 837Exa Scientific Web Search Toolkitagentresearch
- 838SEO Site Audit Expertagentmarketing
- 839Scanpy scRNA-seq Analysis Workflowagentanalysis
- 840Segment Anything Model User Guidedeveloperother
- 841Code Review Subagent Dispatcheragentcoding
- 842scVelo RNA Velocity Analysis Workflowagentanalysis
- 843scikit-bio Bioinformatics Analysis Skillagentanalysis
- 844Semantic Scholar Published Paper Searchagentresearch
- 845SentencePiece Tokenizer Training Guidedevelopercoding
- 846Sentence Transformers Embeddings Usage Guidedevelopercoding
- 847DataForSEO Live SEO Data Handleragentmarketing
- 848Scientific Diagram AI Generatorresearcherimage_generation
- 849RingCentral Automation Status Guideagenttool_use
- 850Google SEO API Commandsagentmarketing
- 851Firecrawl SEO Site Crawling Commandsagentmarketing
- 852SEO Drift Baseline Comparison Commandsagentmarketing
- 853Gemini SEO Image Generatoragentimage_generation
- 854Documentation to Claude AI Skills Converteragenttool_use
- 855SGLang LLM Serving Framework Guidedevelopertool_use
- 856Rowan Molecular Modeling Python APIagentscientific_computing
- 857Repo Agent Skills Configuration Setupagentoperations
- 858SimPO Preference Optimization Training Guidedevelopermachine_learning
- 859Slack GIF Creator Toolkitagentimage_generation
- 860SkyPilot Multi-Cloud ML Orchestration Guidedeveloperoperations
- 861Speculative Decoding for LLM Inferenceagentcoding
- 862SimPy Discrete-Event Simulation Guideagentcoding
- 863Stable Baselines3 RL Training Guideagentcoding
- 864Stable Diffusion Diffusers Image Generation Guideagentimage_generation
- 865Subagent-Driven Development Executoragentplanning
- 866SHAP Model Interpretability Guideagentanalysis
- 867Slime RL Post-Training Framework Guidedevelopercoding
- 868Statsmodels Python Statistical Modeling Guideagentcoding
- 869Claude Superpowers Lab Environment Guideagentother
- 870TensorRT-LLM Inference Optimization Guidedevelopercoding
- 871SymPy Symbolic Mathematics Guideagentcoding
- 872Tavily Web Search Skill Guideagenttool_use
- 873SAELens Sparse Autoencoder Training Guideagentresearch
- 874TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 875Claude Code Model Router with Cost Loggingagenttool_use
- 876Natural Language SQL Query Generatoranalystcoding
- 877TileDB-VCF Genomic Variant Data Handlerdeveloperanalysis
- 878Torchforge PyTorch RL Training Guidedevelopercoding
- 879Hugging Face Transformers Library Guideagentcoding
- 880Statistical Test Selection and APA Reportinganalystanalysis
- 881Git Worktree Isolated Workspace Setupagentoperations
- 882Agent Tool Design Principlesagenttool_use
- 883UI Interface Building Constraints Guideagentproduct
- 884Superpowers Skill Invocation Protocolagenttool_use
- 885UMAP-Learn Dimensionality Reduction Guidedeveloperanalysis
- 886Vaex Large Dataset Analysis Skilldeveloperanalysis
- 887Vexor Semantic File Search Skillagenttool_use
- 888Secure Environment Variable Management Skillagentsecurity
- 889AI Marketing Video Produceragentcreative
- 890Web Artifacts Builder Instructionsagentcoding
- 891UX/UI Principles Agent Skillsagentevaluation
- 892Wave Accounting Integration Statusagentfinance
- 893Viboscope Psychometric Compatibility Matcheragentpersonal_assistant
- 894Verl RL Training Guide for LLMsdevelopercoding
- 895Unsplash Photography Integration Workflowagenttool_use
- 896Playwright Local Webapp Testing Scriptsagenttesting
- 897Whisper Speech Recognition Model Guidedevelopertool_use
- 898Codebase Architecture Deep Analyzeragentanalysis
- 899PyTorch Geometric GNN Implementation Guideagentcoding
- 900Zoho Desk Automation Statusagentcustomer_support