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.
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http). Use search_prompts to search the library. For prompt_type=skill results, use list_skill_files to inspect the folder, read_skill_file to load SKILL.md or references, and get_skill_download to get the ZIP URL.
OPTION B — JSON CONFIG manual setup
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
- 1Context7 Library Documentation Expertdevelopercoding
- 2PCTCE to GOKHAN-2026 Code Options Querydevelopercoding
- 3MCP Server Builder Guidedevelopertool_use
- 4Scalable Backend Architect Expertdevelopercoding
- 5Claude Skill Creation Guidedevelopertool_use
- 6Claude Code Developer Status Bar Scriptdevelopercoding
- 7Cybersecurity Viral Tool Architectdevelopersecurity
- 8Senior Python Code Reviewerdevelopercoding
- 9Structured Python Production Code Generatordevelopercoding
- 10Minimax Music API Generation Agentdevelopercreative
- 11Python Security Code Auditordevelopersecurity
- 12Pytest Unit Test Suite Generatordevelopercoding
- 13Multi-Layer Data Validation Implementerdevelopersecurity
- 14Software Optimization Auditordevelopercoding
- 15Git Diff Security Auditordevelopersecurity
- 16Polyglot Code Formatter Configuratordevelopercoding
- 17Interview Prep Single-Page App Builderdevelopercoding
- 18DevOps Environment Configuration Specialistdeveloperoperations
- 19Scalable Backend Architect with Checklistsdevelopercoding
- 20Risk-Based Quality Test Strategy Architectdevelopersoftware_testing
- 21Blood Grouping Detection API via Image Processingdevelopercoding
- 22Code Refactoring Expert with Checklistsdevelopercoding
- 23Arcjet AI Endpoint Protection Implementerdevelopersecurity
- 24Python CAN Simulation for Single ECUdevelopercoding
- 25Python Algo Trading QA Testerdevelopercoding
- 26Customizable Company Web Template Builderdevelopercoding
- 27Pydroid3 Android Updates Checker Scriptdevelopercoding
- 28Deep Copy Implementation Guide for Python Java JSdevelopercoding
- 29Real-Time Flight Tracking Desktop App Builderdevelopercoding
- 30Docker Python Dev Container for VS Codedevelopercoding
- 31Azure AI Transcription Python SDK Guidedevelopercoding
- 32FastAPI Router Pattern Creatordevelopercoding
- 33Pydantic Multi-Model API Contract Creatordevelopercoding
- 34Pydantic Multi-Model API Contract Creatordevelopercoding
- 35Arboreto Gene Regulatory Network Inferencedeveloperanalysis
- 36AutoGPT Autonomous Agent Platform Guidedevelopertool_use
- 37AWQ LLM Quantization Guidedevelopercoding
- 38Azure Python Transcription SDK Guidedevelopertool_use
- 39BLIP-2 Vision-Language Model Guidedeveloperother
- 40CLIP Model Code Examples and Guidedevelopertool_use
- 41Constitutional AI Training Workflowsdevelopersafety
- 42Cirq Quantum Computing Framework Guidedevelopercoding
- 43Claude API Application Builderdevelopercoding
- 44DeepChem Molecular ML Workflow Guidedeveloperresearch
- 45COBRApy Metabolic Modeling Assistantdevelopercoding
- 46Chroma Embedding Database Usage Guidedevelopertool_use
- 47CrewAI Multi-Agent Orchestration Guidedevelopertool_use
- 48BigCode Code Model Benchmarkingdevelopercoding
- 49FAISS Vector Similarity Search Guidedevelopercoding
- 50Datamol Cheminformatics Python Guidedevelopercoding
- 51HQQ LLM Quantization Guidedevelopercoding
- 52Dask Parallel Computing Guidedevelopercoding
- 53GGUF Quantization llama.cpp Guidedevelopercoding
- 54Histolab WSI Tile Extraction Guidedevelopermedical
- 55LangChain Agents RAG and Tools Guidedevelopercoding
- 56GRPO RL Training with TRLdevelopercoding
- 57LLaVA Vision-Language Model Guidedeveloperother
- 58Dummy Dataset Generatordevelopercoding
- 59LlamaIndex RAG Framework Guidedevelopercoding
- 60GPTQ LLM 4-Bit Quantization Guidedevelopercoding
- 61SHA-256 Log Integrity Chain Builderdevelopersecurity
- 62Transformer Long Context Extension Guidedevelopercoding
- 63Mamba State Space Model Guidedevelopercoding
- 64Python mTLS Certificate Generator for Zero Trustdevelopersecurity
- 65LLM Knowledge Distillation Implementation Guidedevelopercoding
- 66LangSmith LLM Observability Guidedeveloperevaluation
- 67Cloud Workload Protection Implementationdevelopersecurity
- 68Modal Serverless GPU ML Guidedeveloperoperations
- 69LlamaGuard Content Moderation Deployment Guidedevelopersafety
- 70Medchem Molecular Filtering Librarydevelopermedical
- 71MCP Server Development Guidedevelopercoding
- 72Mixture of Experts Training Guidedevelopercoding
- 73Miles Enterprise RL Training Guidedevelopercoding
- 74Molfeat Molecular Featurization Guidedevelopercoding
- 75nanoGPT Minimal GPT Training Guidedevelopercoding
- 76NeMo Guardrails LLM Safety Setupdevelopersafety
- 77Nnsight Remote Model Interpretability Guidedevelopercoding
- 78Flash Attention PyTorch Optimization Guidedevelopercoding
- 79Opentrons Protocol API Writerdevelopercoding
- 80PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 81NeMo Curator GPU Data Curation Guidedeveloperdata_extraction
- 82PennyLane Quantum ML Library Guidedevelopercoding
- 83Polars-Bio Genomic Interval Operationsdeveloperdata_extraction
- 84Phoenix AI Observability Platform Guidedevelopertool_use
- 85PyTorch Lightning Training Workflows Guidedevelopercoding
- 86PyTDC Drug Discovery Dataset Guidedevelopermedical
- 87Pinecone Vector Database Python Guidedevelopertool_use
- 88Ray Data ML Processing Guidedevelopercoding
- 89BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 90RWKV Architecture Guide with Code Examplesdevelopercoding
- 91Pydantic Multi-Model API Generatordevelopercoding
- 92PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 93Prompt Injection Jailbreak Detectordevelopersecurity
- 94Ray Train Distributed Training Workflowsdevelopercoding
- 95Pyvene Causal Interventions Guidedeveloperanalysis
- 96Segment Anything Model User Guidedeveloperother
- 97SentencePiece Tokenizer Training Guidedevelopercoding
- 98Sentence Transformers Embeddings Usage Guidedevelopercoding
- 99SGLang LLM Serving Framework Guidedevelopertool_use
- 100Slime RL Post-Training Framework Guidedevelopercoding