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 domain: software_engineering
# PROMPT CATEGORY
- 301Codex AI Code Review and Changelog Generatordevelopercoding
- 302CrewAI Multi-Agent Orchestration Guidedevelopertool_use
- 303BigCode Code Model Benchmarkingdevelopercoding
- 304FAISS Vector Similarity Search Guidedevelopercoding
- 305fp-ts Type Selection Referencedevelopercoding
- 306HQQ LLM Quantization Guidedevelopercoding
- 307Dask Parallel Computing Guidedevelopercoding
- 308HuggingFace Accelerate Distributed Training Guidedevelopercoding
- 309GGUF Quantization llama.cpp Guidedevelopercoding
- 310SaaS Directory Submissions Strategistdevelopermarketing
- 311LangChain Agents RAG and Tools Guidedevelopercoding
- 312GRPO RL Training with TRLdevelopercoding
- 313Modern JavaScript Async Programming Expertdevelopercoding
- 314Dummy Dataset Generatordevelopercoding
- 315Lambda Labs GPU Cloud Guidedevelopertool_use
- 316LlamaIndex RAG Framework Guidedevelopercoding
- 317GPTQ LLM 4-Bit Quantization Guidedevelopercoding
- 318SHA-256 Log Integrity Chain Builderdevelopersecurity
- 319Transformer Long Context Extension Guidedevelopercoding
- 320Mamba State Space Model Guidedevelopercoding
- 321LLM Knowledge Distillation Implementation Guidedevelopercoding
- 322LangSmith LLM Observability Guidedeveloperevaluation
- 323Migrate TypeScript Tests to Shoehorndevelopercoding
- 324Modal Serverless GPU ML Guidedeveloperoperations
- 325llama.cpp CPU GPU Inference Guidedevelopertool_use
- 326LlamaGuard Content Moderation Deployment Guidedevelopersafety
- 327MCP Server Development Guidedevelopercoding
- 328Mixture of Experts Training Guidedevelopercoding
- 329Miles Enterprise RL Training Guidedevelopercoding
- 330nanoGPT Minimal GPT Training Guidedevelopercoding
- 331NeMo Guardrails LLM Safety Setupdevelopersafety
- 332Nnsight Remote Model Interpretability Guidedevelopercoding
- 333Flash Attention PyTorch Optimization Guidedevelopercoding
- 334PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 335NeMo Curator GPU Data Curation Guidedeveloperdata_extraction
- 336PennyLane Quantum ML Library Guidedevelopercoding
- 337Phoenix AI Observability Platform Guidedevelopertool_use
- 338PyTorch Lightning Training Workflows Guidedevelopercoding
- 339Pinecone Vector Database Python Guidedevelopertool_use
- 340Ray Data ML Processing Guidedevelopercoding
- 341BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 342RWKV Architecture Guide with Code Examplesdevelopercoding
- 343Pydantic Multi-Model API Generatordevelopercoding
- 344React Flow Node Component Creatordevelopercoding
- 345Prompt Injection Jailbreak Detectordevelopersecurity
- 346Ray Train Distributed Training Workflowsdevelopercoding
- 347Pyvene Causal Interventions Guidedeveloperanalysis
- 348Ruby Metaprogramming and Rails Expertdevelopercoding
- 349Segment Anything Model User Guidedeveloperother
- 350SentencePiece Tokenizer Training Guidedevelopercoding
- 351Sentence Transformers Embeddings Usage Guidedevelopercoding
- 352Husky Pre-Commit Hooks Setup Guidedevelopercoding
- 353SGLang LLM Serving Framework Guidedevelopertool_use
- 354SimPO Preference Optimization Training Guidedevelopermachine_learning
- 355Slime RL Post-Training Framework Guidedevelopercoding
- 356TensorRT-LLM Inference Optimization Guidedevelopercoding
- 357Torchforge PyTorch RL Training Guidedevelopercoding
- 358UMAP-Learn Dimensionality Reduction Guidedeveloperanalysis
- 359Verl RL Training Guide for LLMsdevelopercoding
- 360User Story Test Scenario Generatordevelopertesting
- 361Whisper Speech Recognition Model Guidedevelopertool_use
- 362Zustand TypeScript Store Generatordevelopercoding