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
# PROMPT CATEGORY
- 301Azure AI Transcription Python SDK Guidedevelopercoding
- 302AI-Powered E2E Web Testing Skilldevelopercoding
- 303AI-Powered E2E Web Testing Skilldevelopertesting
- 304Claude Code Configuration Guidedevelopercoding
- 305Codex AI Code Review with Changelogdevelopercoding
- 306Codex AI Code Review with Changelogdevelopercoding
- 307Expo Production Deployment Workflowdeveloperoperations
- 308Expo SDK 55 Jetpack Compose UI Guidedevelopercoding
- 309FastAPI Router Pattern Creatordevelopercoding
- 310fp-ts Type Selection Quick Referencedevelopercoding
- 311Modern JavaScript Async Programming Expertdevelopercoding
- 312Haskell Advanced Type Systems Expertdevelopercoding
- 313Pydantic Multi-Model API Contract Creatordevelopercoding
- 314Pydantic Multi-Model API Contract Creatordevelopercoding
- 315React Flow Node Component Generatordevelopercoding
- 316React Flow Node Component Generatordevelopercoding
- 317Claude Code Model Router with Cost Loggingdevelopertool_use
- 318TypeScript Advanced Types Expertdevelopercoding
- 319StyleSeed UX Feedback States Implementerdeveloperproduct
- 320Lightning Channel Factory Implementation Advisordevelopercoding
- 321Enterprise TypeScript Type Safety Expertdevelopercoding
- 322Zustand TypeScript Store Creatordevelopercoding
- 323Zustand TypeScript Store Generatordevelopercoding
- 324Arboreto Gene Regulatory Network Inferencedeveloperanalysis
- 325AutoGPT Autonomous Agent Platform Guidedevelopertool_use
- 326AWQ LLM Quantization Guidedevelopercoding
- 327Azure Python Transcription SDK Guidedevelopertool_use
- 328BLIP-2 Vision-Language Model Guidedeveloperother
- 329CLIP Model Code Examples and Guidedevelopertool_use
- 330Constitutional AI Training Workflowsdevelopersafety
- 331Cirq Quantum Computing Framework Guidedevelopercoding
- 332Claude API Application Builderdevelopercoding
- 333DeepChem Molecular ML Workflow Guidedeveloperresearch
- 334Multiple Software Interface Designs Generatordevelopercoding
- 335COBRApy Metabolic Modeling Assistantdevelopercoding
- 336Chroma Embedding Database Usage Guidedevelopertool_use
- 337Codex AI Code Review and Changelog Generatordevelopercoding
- 338CrewAI Multi-Agent Orchestration Guidedevelopertool_use
- 339BigCode Code Model Benchmarkingdevelopercoding
- 340FAISS Vector Similarity Search Guidedevelopercoding
- 341Datamol Cheminformatics Python Guidedevelopercoding
- 342fp-ts Type Selection Referencedevelopercoding
- 343HQQ LLM Quantization Guidedevelopercoding
- 344Dask Parallel Computing Guidedevelopercoding
- 345HuggingFace Accelerate Distributed Training Guidedevelopercoding
- 346GGUF Quantization llama.cpp Guidedevelopercoding
- 347Histolab WSI Tile Extraction Guidedevelopermedical
- 348SaaS Directory Submissions Strategistdevelopermarketing
- 349LangChain Agents RAG and Tools Guidedevelopercoding
- 350GRPO RL Training with TRLdevelopercoding
- 351LLaVA Vision-Language Model Guidedeveloperother
- 352Modern JavaScript Async Programming Expertdevelopercoding
- 353Dummy Dataset Generatordevelopercoding
- 354Lambda Labs GPU Cloud Guidedevelopertool_use
- 355LlamaIndex RAG Framework Guidedevelopercoding
- 356GPTQ LLM 4-Bit Quantization Guidedevelopercoding
- 357SHA-256 Log Integrity Chain Builderdevelopersecurity
- 358Transformer Long Context Extension Guidedevelopercoding
- 359Mamba State Space Model Guidedevelopercoding
- 360Python mTLS Certificate Generator for Zero Trustdevelopersecurity
- 361LLM Knowledge Distillation Implementation Guidedevelopercoding
- 362LangSmith LLM Observability Guidedeveloperevaluation
- 363Migrate TypeScript Tests to Shoehorndevelopercoding
- 364Cloud Workload Protection Implementationdevelopersecurity
- 365Modal Serverless GPU ML Guidedeveloperoperations
- 366llama.cpp CPU GPU Inference Guidedevelopertool_use
- 367LlamaGuard Content Moderation Deployment Guidedevelopersafety
- 368Medchem Molecular Filtering Librarydevelopermedical
- 369MCP Server Development Guidedevelopercoding
- 370Mixture of Experts Training Guidedevelopercoding
- 371Miles Enterprise RL Training Guidedevelopercoding
- 372Mergekit LLM Model Merging Guidedevelopermachine_learning
- 373Molfeat Molecular Featurization Guidedevelopercoding
- 374nanoGPT Minimal GPT Training Guidedevelopercoding
- 375NeMo Guardrails LLM Safety Setupdevelopersafety
- 376Nnsight Remote Model Interpretability Guidedevelopercoding
- 377Flash Attention PyTorch Optimization Guidedevelopercoding
- 378Opentrons Protocol API Writerdevelopercoding
- 379PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 380NeMo Curator GPU Data Curation Guidedeveloperdata_extraction
- 381PennyLane Quantum ML Library Guidedevelopercoding
- 382Polars-Bio Genomic Interval Operationsdeveloperdata_extraction
- 383Phoenix AI Observability Platform Guidedevelopertool_use
- 384PyTorch Lightning Training Workflows Guidedevelopercoding
- 385PyTDC Drug Discovery Dataset Guidedevelopermedical
- 386Pinecone Vector Database Python Guidedevelopertool_use
- 387Ray Data ML Processing Guidedevelopercoding
- 388BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 389RWKV Architecture Guide with Code Examplesdevelopercoding
- 390Pydantic Multi-Model API Generatordevelopercoding
- 391PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 392React Flow Node Component Creatordevelopercoding
- 393Prompt Injection Jailbreak Detectordevelopersecurity
- 394Ray Train Distributed Training Workflowsdevelopercoding
- 395Pyvene Causal Interventions Guidedeveloperanalysis
- 396Ruby Metaprogramming and Rails Expertdevelopercoding
- 397Segment Anything Model User Guidedeveloperother
- 398SentencePiece Tokenizer Training Guidedevelopercoding
- 399Sentence Transformers Embeddings Usage Guidedevelopercoding
- 400Hreflang SEO Validator and Generatordevelopermarketing