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 task_types: teach
# PROMPT CATEGORY
- 401 Matchms Mass Spectrometry Library Guide agent analysis
- 402 LLM Pruning with Wanda and SparseGPT agent machine_learning
- 403 MCP Server Development Guide developer coding
- 404 Mixture of Experts Training Guide developer coding
- 405 Miles Enterprise RL Training Guide developer coding
- 406 Mergekit LLM Model Merging Guide developer machine_learning
- 407 Molfeat Molecular Featurization Guide developer coding
- 408 OpenMM MDAnalysis Molecular Dynamics Workflow agent research
- 409 NetworkX Python Graph Analysis Toolkit agent coding
- 410 NeMo Guardrails LLM Safety Setup developer safety
- 411 Multi-Agent Architecture Patterns Guide agent planning
- 412 Agent Memory Architecture Designer agent planning
- 413 Nnsight Remote Model Interpretability Guide developer coding
- 414 Flash Attention PyTorch Optimization Guide developer coding
- 415 Opentrons Protocol API Writer developer coding
- 416 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 417 Falco Container Threat Detection Rules security professional security
- 418 AFL++ Coverage-Guided Fuzzing Procedure agent security
- 419 DNS Tunneling Detection with Entropy Analysis security analyst security
- 420 PathML Computational Pathology Toolkit agent medical
- 421 SSL/TLS Security Assessment with Sslyze agent security
- 422 Trivy Container Security Scanning Guide agent security
- 423 PennyLane Quantum ML Library Guide developer coding
- 424 Polars-Bio Genomic Interval Operations developer data_extraction
- 425 Phoenix AI Observability Platform Guide developer tool_use
- 426 Python PDF Processing Operations Guide agent operations
- 427 Prioritization Frameworks Reference Guide agent product
- 428 Phylogenetics Analysis Pipeline agent analysis
- 429 Polars DataFrame Library Reference agent coding
- 430 Programmatic SEO Strategy Advisor agent marketing
- 431 PHP Generators Iterators and SPL Expert agent coding
- 432 Paperzilla CLI Command Reference agent research
- 433 PPTX File Handling Skill Guide agent operations
- 434 Qdrant Vector Similarity Search Guide agent tool_use
- 435 PyTorch Lightning Training Workflows Guide developer coding
- 436 PufferLib High-Performance RL Assistant agent coding
- 437 PyTDC Drug Discovery Dataset Guide developer medical
- 438 Pydicom DICOM Medical Imaging Guide agent medical
- 439 Pinecone Vector Database Python Guide developer tool_use
- 440 SaaS Pricing Strategy Advisor agent sales
- 441 BitsAndBytes LLM Quantization Workflows developer coding
- 442 Pypict Pairwise Test Generation Skill agent coding
- 443 GoPhish Python Phishing Campaign Automation agent security
- 444 QuTiP Quantum Dynamics Simulator Guide agent physics
- 445 RDKit Cheminformatics Python Guide agent chemistry
- 446 Referral & Affiliate Program Designer agent marketing
- 447 RWKV Architecture Guide with Code Examples developer coding
- 448 LLM Project Pipeline Development Methodology agent planning
- 449 PrimeKG Knowledge Graph Query Skill agent medical
- 450 PyLabRobot Multi-Vendor Lab Automation agent operations
- 451 PyOpenMS Proteomics Analysis Assistant developer analysis
- 452 Protocols.io API Integration Guide agent tool_use
- 453 PyDESeq2 RNA-seq Differential Expression Guide analyst analysis
- 454 Pysam Genomic File Operations Guide agent coding
- 455 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 456 Code Review Feedback Reception Protocol agent coding
- 457 PyHealth Clinical Pipeline Builder agent medical
- 458 Prompt Injection Jailbreak Detector developer security
- 459 Ray Train Distributed Training Workflows developer coding
- 460 Seaborn Statistical Visualization Reference agent analysis
- 461 Pyvene Causal Interventions Guide developer analysis
- 462 Ruby Metaprogramming and Rails Expert developer coding
- 463 Scanpy scRNA-seq Analysis Workflow agent analysis
- 464 Segment Anything Model User Guide developer other
- 465 Code Review Subagent Dispatcher agent coding
- 466 scVelo RNA Velocity Analysis Workflow agent analysis
- 467 scikit-bio Bioinformatics Analysis Skill agent analysis
- 468 SentencePiece Tokenizer Training Guide developer coding
- 469 Sentence Transformers Embeddings Usage Guide developer coding
- 470 DataForSEO Live SEO Data Handler agent marketing
- 471 Google SEO API Commands agent marketing
- 472 Firecrawl SEO Site Crawling Commands agent marketing
- 473 Documentation to Claude AI Skills Converter agent tool_use
- 474 SGLang LLM Serving Framework Guide developer tool_use
- 475 Rowan Molecular Modeling Python API agent scientific_computing
- 476 SimPO Preference Optimization Training Guide developer machine_learning
- 477 Slack GIF Creator Toolkit agent image_generation
- 478 Social Media Content Strategist agent marketing
- 479 SkyPilot Multi-Cloud ML Orchestration Guide developer operations
- 480 Speculative Decoding for LLM Inference agent coding
- 481 SimPy Discrete-Event Simulation Guide agent coding
- 482 Stable Baselines3 RL Training Guide agent coding
- 483 Stable Diffusion Diffusers Image Generation Guide agent image_generation
- 484 SHAP Model Interpretability Guide agent analysis
- 485 Slime RL Post-Training Framework Guide developer coding
- 486 Statsmodels Python Statistical Modeling Guide agent coding
- 487 TensorRT-LLM Inference Optimization Guide developer coding
- 488 SymPy Symbolic Mathematics Guide agent coding
- 489 SAELens Sparse Autoencoder Training Guide agent research
- 490 Test-Driven Development Workflow Rules agent coding
- 491 TDD Red-Green-Refactor Workflow Guide agent coding
- 492 TransformerLens Mechanistic Interpretability Guide developer coding
- 493 TileDB-VCF Genomic Variant Data Handler developer analysis
- 494 Torchforge PyTorch RL Training Guide developer coding
- 495 Hugging Face Transformers Library Guide agent coding
- 496 Statistical Test Selection and APA Reporting analyst analysis
- 497 Agent Tool Design Principles agent tool_use
- 498 UI Interface Building Constraints Guide agent product
- 499 Superpowers Skill Invocation Protocol agent tool_use
- 500 UMAP-Learn Dimensionality Reduction Guide developer analysis