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 tags: python
# PROMPT CATEGORY
- 1 Context7 Library Documentation Expert developer coding
- 2 PCTCE to GOKHAN-2026 Code Options Query developer coding
- 3 MCP Server Builder Guide developer tool_use
- 4 Scalable Backend Architect Expert developer coding
- 5 Claude Skill Creation Guide developer tool_use
- 6 Claude Code Developer Status Bar Script developer coding
- 7 Cybersecurity Viral Tool Architect developer security
- 8 Senior Python Code Reviewer developer coding
- 9 Structured Python Production Code Generator developer coding
- 10 Minimax Music API Generation Agent developer creative
- 11 Python Security Code Auditor developer security
- 12 Pytest Unit Test Suite Generator developer coding
- 13 Multi-Layer Data Validation Implementer developer security
- 14 Software Optimization Auditor developer coding
- 15 Git Diff Security Auditor developer security
- 16 Polyglot Code Formatter Configurator developer coding
- 17 Interview Prep Single-Page App Builder developer coding
- 18 DevOps Environment Configuration Specialist developer operations
- 19 Scalable Backend Architect with Checklists developer coding
- 20 Risk-Based Quality Test Strategy Architect developer software_testing
- 21 Blood Grouping Detection API via Image Processing developer coding
- 22 Code Refactoring Expert with Checklists developer coding
- 23 Arcjet AI Endpoint Protection Implementer developer security
- 24 Python CAN Simulation for Single ECU developer coding
- 25 Python Algo Trading QA Tester developer coding
- 26 Customizable Company Web Template Builder developer coding
- 27 Pydroid3 Android Updates Checker Script developer coding
- 28 Deep Copy Implementation Guide for Python Java JS developer coding
- 29 Real-Time Flight Tracking Desktop App Builder developer coding
- 30 Docker Python Dev Container for VS Code developer coding
- 31 Azure AI Transcription Python SDK Guide developer coding
- 32 FastAPI Router Pattern Creator developer coding
- 33 Pydantic Multi-Model API Contract Creator developer coding
- 34 Pydantic Multi-Model API Contract Creator developer coding
- 35 Arboreto Gene Regulatory Network Inference developer analysis
- 36 AutoGPT Autonomous Agent Platform Guide developer tool_use
- 37 AWQ LLM Quantization Guide developer coding
- 38 Azure Python Transcription SDK Guide developer tool_use
- 39 BLIP-2 Vision-Language Model Guide developer other
- 40 CLIP Model Code Examples and Guide developer tool_use
- 41 Constitutional AI Training Workflows developer safety
- 42 Cirq Quantum Computing Framework Guide developer coding
- 43 Claude API Application Builder developer coding
- 44 DeepChem Molecular ML Workflow Guide developer research
- 45 COBRApy Metabolic Modeling Assistant developer coding
- 46 Chroma Embedding Database Usage Guide developer tool_use
- 47 CrewAI Multi-Agent Orchestration Guide developer tool_use
- 48 BigCode Code Model Benchmarking developer coding
- 49 FAISS Vector Similarity Search Guide developer coding
- 50 Datamol Cheminformatics Python Guide developer coding
- 51 HQQ LLM Quantization Guide developer coding
- 52 Dask Parallel Computing Guide developer coding
- 53 GGUF Quantization llama.cpp Guide developer coding
- 54 Histolab WSI Tile Extraction Guide developer medical
- 55 LangChain Agents RAG and Tools Guide developer coding
- 56 GRPO RL Training with TRL developer coding
- 57 LLaVA Vision-Language Model Guide developer other
- 58 Dummy Dataset Generator developer coding
- 59 LlamaIndex RAG Framework Guide developer coding
- 60 GPTQ LLM 4-Bit Quantization Guide developer coding
- 61 SHA-256 Log Integrity Chain Builder developer security
- 62 Transformer Long Context Extension Guide developer coding
- 63 Mamba State Space Model Guide developer coding
- 64 Python mTLS Certificate Generator for Zero Trust developer security
- 65 LLM Knowledge Distillation Implementation Guide developer coding
- 66 LangSmith LLM Observability Guide developer evaluation
- 67 Cloud Workload Protection Implementation developer security
- 68 Modal Serverless GPU ML Guide developer operations
- 69 LlamaGuard Content Moderation Deployment Guide developer safety
- 70 Medchem Molecular Filtering Library developer medical
- 71 MCP Server Development Guide developer coding
- 72 Mixture of Experts Training Guide developer coding
- 73 Miles Enterprise RL Training Guide developer coding
- 74 Molfeat Molecular Featurization Guide developer coding
- 75 nanoGPT Minimal GPT Training Guide developer coding
- 76 NeMo Guardrails LLM Safety Setup developer safety
- 77 Nnsight Remote Model Interpretability Guide developer coding
- 78 Flash Attention PyTorch Optimization Guide developer coding
- 79 Opentrons Protocol API Writer developer coding
- 80 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 81 NeMo Curator GPU Data Curation Guide developer data_extraction
- 82 PennyLane Quantum ML Library Guide developer coding
- 83 Polars-Bio Genomic Interval Operations developer data_extraction
- 84 Phoenix AI Observability Platform Guide developer tool_use
- 85 PyTorch Lightning Training Workflows Guide developer coding
- 86 PyTDC Drug Discovery Dataset Guide developer medical
- 87 Pinecone Vector Database Python Guide developer tool_use
- 88 Ray Data ML Processing Guide developer coding
- 89 BitsAndBytes LLM Quantization Workflows developer coding
- 90 RWKV Architecture Guide with Code Examples developer coding
- 91 Pydantic Multi-Model API Generator developer coding
- 92 PyOpenMS Proteomics Analysis Assistant developer analysis
- 93 Prompt Injection Jailbreak Detector developer security
- 94 Ray Train Distributed Training Workflows developer coding
- 95 Pyvene Causal Interventions Guide developer analysis
- 96 Segment Anything Model User Guide developer other
- 97 SentencePiece Tokenizer Training Guide developer coding
- 98 Sentence Transformers Embeddings Usage Guide developer coding
- 99 SGLang LLM Serving Framework Guide developer tool_use
- 100 Slime RL Post-Training Framework Guide developer coding