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: teach
# PROMPT CATEGORY
- 401Matchms Mass Spectrometry Library Guideagentanalysis
- 402LLM Pruning with Wanda and SparseGPTagentmachine_learning
- 403MCP Server Development Guidedevelopercoding
- 404Mixture of Experts Training Guidedevelopercoding
- 405Miles Enterprise RL Training Guidedevelopercoding
- 406Mergekit LLM Model Merging Guidedevelopermachine_learning
- 407Molfeat Molecular Featurization Guidedevelopercoding
- 408OpenMM MDAnalysis Molecular Dynamics Workflowagentresearch
- 409NetworkX Python Graph Analysis Toolkitagentcoding
- 410NeMo Guardrails LLM Safety Setupdevelopersafety
- 411Multi-Agent Architecture Patterns Guideagentplanning
- 412Agent Memory Architecture Designeragentplanning
- 413Nnsight Remote Model Interpretability Guidedevelopercoding
- 414Flash Attention PyTorch Optimization Guidedevelopercoding
- 415Opentrons Protocol API Writerdevelopercoding
- 416PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 417Falco Container Threat Detection Rulessecurity professionalsecurity
- 418AFL++ Coverage-Guided Fuzzing Procedureagentsecurity
- 419DNS Tunneling Detection with Entropy Analysissecurity analystsecurity
- 420PathML Computational Pathology Toolkitagentmedical
- 421SSL/TLS Security Assessment with Sslyzeagentsecurity
- 422Trivy Container Security Scanning Guideagentsecurity
- 423PennyLane Quantum ML Library Guidedevelopercoding
- 424Polars-Bio Genomic Interval Operationsdeveloperdata_extraction
- 425Phoenix AI Observability Platform Guidedevelopertool_use
- 426Python PDF Processing Operations Guideagentoperations
- 427Prioritization Frameworks Reference Guideagentproduct
- 428Phylogenetics Analysis Pipelineagentanalysis
- 429Polars DataFrame Library Referenceagentcoding
- 430Programmatic SEO Strategy Advisoragentmarketing
- 431PHP Generators Iterators and SPL Expertagentcoding
- 432Paperzilla CLI Command Referenceagentresearch
- 433PPTX File Handling Skill Guideagentoperations
- 434Qdrant Vector Similarity Search Guideagenttool_use
- 435PyTorch Lightning Training Workflows Guidedevelopercoding
- 436PufferLib High-Performance RL Assistantagentcoding
- 437PyTDC Drug Discovery Dataset Guidedevelopermedical
- 438Pydicom DICOM Medical Imaging Guideagentmedical
- 439Pinecone Vector Database Python Guidedevelopertool_use
- 440SaaS Pricing Strategy Advisoragentsales
- 441BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 442Pypict Pairwise Test Generation Skillagentcoding
- 443GoPhish Python Phishing Campaign Automationagentsecurity
- 444QuTiP Quantum Dynamics Simulator Guideagentphysics
- 445RDKit Cheminformatics Python Guideagentchemistry
- 446Referral & Affiliate Program Designeragentmarketing
- 447RWKV Architecture Guide with Code Examplesdevelopercoding
- 448LLM Project Pipeline Development Methodologyagentplanning
- 449PrimeKG Knowledge Graph Query Skillagentmedical
- 450PyLabRobot Multi-Vendor Lab Automationagentoperations
- 451PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 452Protocols.io API Integration Guideagenttool_use
- 453PyDESeq2 RNA-seq Differential Expression Guideanalystanalysis
- 454Pysam Genomic File Operations Guideagentcoding
- 455Scikit-Survival Analysis Modeling Guideagentmachine_learning
- 456Code Review Feedback Reception Protocolagentcoding
- 457PyHealth Clinical Pipeline Builderagentmedical
- 458Prompt Injection Jailbreak Detectordevelopersecurity
- 459Ray Train Distributed Training Workflowsdevelopercoding
- 460Seaborn Statistical Visualization Referenceagentanalysis
- 461Pyvene Causal Interventions Guidedeveloperanalysis
- 462Ruby Metaprogramming and Rails Expertdevelopercoding
- 463Scanpy scRNA-seq Analysis Workflowagentanalysis
- 464Segment Anything Model User Guidedeveloperother
- 465Code Review Subagent Dispatcheragentcoding
- 466scVelo RNA Velocity Analysis Workflowagentanalysis
- 467scikit-bio Bioinformatics Analysis Skillagentanalysis
- 468SentencePiece Tokenizer Training Guidedevelopercoding
- 469Sentence Transformers Embeddings Usage Guidedevelopercoding
- 470DataForSEO Live SEO Data Handleragentmarketing
- 471Google SEO API Commandsagentmarketing
- 472Firecrawl SEO Site Crawling Commandsagentmarketing
- 473Documentation to Claude AI Skills Converteragenttool_use
- 474SGLang LLM Serving Framework Guidedevelopertool_use
- 475Rowan Molecular Modeling Python APIagentscientific_computing
- 476SimPO Preference Optimization Training Guidedevelopermachine_learning
- 477Slack GIF Creator Toolkitagentimage_generation
- 478Social Media Content Strategistagentmarketing
- 479SkyPilot Multi-Cloud ML Orchestration Guidedeveloperoperations
- 480Speculative Decoding for LLM Inferenceagentcoding
- 481SimPy Discrete-Event Simulation Guideagentcoding
- 482Stable Baselines3 RL Training Guideagentcoding
- 483Stable Diffusion Diffusers Image Generation Guideagentimage_generation
- 484SHAP Model Interpretability Guideagentanalysis
- 485Slime RL Post-Training Framework Guidedevelopercoding
- 486Statsmodels Python Statistical Modeling Guideagentcoding
- 487TensorRT-LLM Inference Optimization Guidedevelopercoding
- 488SymPy Symbolic Mathematics Guideagentcoding
- 489SAELens Sparse Autoencoder Training Guideagentresearch
- 490Test-Driven Development Workflow Rulesagentcoding
- 491TDD Red-Green-Refactor Workflow Guideagentcoding
- 492TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 493TileDB-VCF Genomic Variant Data Handlerdeveloperanalysis
- 494Torchforge PyTorch RL Training Guidedevelopercoding
- 495Hugging Face Transformers Library Guideagentcoding
- 496Statistical Test Selection and APA Reportinganalystanalysis
- 497Agent Tool Design Principlesagenttool_use
- 498UI Interface Building Constraints Guideagentproduct
- 499Superpowers Skill Invocation Protocolagenttool_use
- 500UMAP-Learn Dimensionality Reduction Guidedeveloperanalysis