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 category: coding
# PROMPT CATEGORY
- 401LLM Knowledge Distillation Implementation Guidedevelopercoding
- 402Makepad Debugging and Reference Materialsagentcoding
- 403Migrate TypeScript Tests to Shoehorndevelopercoding
- 404Matplotlib Python Plotting Guideagentcoding
- 405LaTeX Academic Paper Format Converteragentcoding
- 406Codebase Architecture Deepening Advisoragentcoding
- 407Lightning Channel Factory Implementation Referenceagentcoding
- 408MCP Server Development Guidedevelopercoding
- 409Mixture of Experts Training Guidedevelopercoding
- 410Miles Enterprise RL Training Guidedevelopercoding
- 411Molfeat Molecular Featurization Guidedevelopercoding
- 412Monorepo Architecture Setup Advisoragentcoding
- 413NetworkX Python Graph Analysis Toolkitagentcoding
- 414nanoGPT Minimal GPT Training Guidedevelopercoding
- 415Elite Senior Engineer TDD UX Workflowagentcoding
- 416LaTeX Paper PDF Compileragentcoding
- 417Nnsight Remote Model Interpretability Guidedevelopercoding
- 418Flash Attention PyTorch Optimization Guidedevelopercoding
- 419Opentrons Protocol API Writerdevelopercoding
- 420PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 421Gemini Elite Coder and UX Validatormodelcoding
- 422PennyLane Quantum ML Library Guidedevelopercoding
- 423Rails 8 Project Generator with Inertia Reactagentcoding
- 424Phase-Gated Debugging Protocol Enforceragentcoding
- 425Polars DataFrame Library Referenceagentcoding
- 426PHP Generators Iterators and SPL Expertagentcoding
- 427PyTorch Lightning Training Workflows Guidedevelopercoding
- 428PufferLib High-Performance RL Assistantagentcoding
- 429Ray Data ML Processing Guidedevelopercoding
- 430BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 431Pypict Pairwise Test Generation Skillagentcoding
- 432Two-Axis Git Diff Code Revieweragentcoding
- 433Refactor Plan Interviewer and GitHub Issue Creatoragentcoding
- 434RWKV Architecture Guide with Code Examplesdevelopercoding
- 435Pydantic Multi-Model API Generatordevelopercoding
- 436React Flow Node Component Creatordevelopercoding
- 437Pysam Genomic File Operations Guideagentcoding
- 438Code Review Feedback Reception Protocolagentcoding
- 439Throwaway Prototype Builder for Logic or UIagentcoding
- 440Ray Train Distributed Training Workflowsdevelopercoding
- 441Ruby Metaprogramming and Rails Expertdevelopercoding
- 442Code Review Subagent Dispatcheragentcoding
- 443SentencePiece Tokenizer Training Guidedevelopercoding
- 444Sentence Transformers Embeddings Usage Guidedevelopercoding
- 445Husky Pre-Commit Hooks Setup Guidedevelopercoding
- 446Speculative Decoding for LLM Inferenceagentcoding
- 447SimPy Discrete-Event Simulation Guideagentcoding
- 448Stable Baselines3 RL Training Guideagentcoding
- 449Slime RL Post-Training Framework Guidedevelopercoding
- 450Systematic Debugging Process Guideagentcoding
- 451Statsmodels Python Statistical Modeling Guideagentcoding
- 452Full Output Enforcement for Code Generationagentcoding
- 453TensorRT-LLM Inference Optimization Guidedevelopercoding
- 454SymPy Symbolic Mathematics Guideagentcoding
- 455Code Change State Machine Trackeragentcoding
- 456Test-Driven Development Workflow Rulesagentcoding
- 457TDD Red-Green-Refactor Workflow Guideagentcoding
- 458TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 459Natural Language SQL Query Generatoranalystcoding
- 460Torchforge PyTorch RL Training Guidedevelopercoding
- 461Hugging Face Transformers Library Guideagentcoding
- 462Advanced TypeScript Type Safety Expertagentcoding
- 463Web Artifacts Builder Instructionsagentcoding
- 464Verl RL Training Guide for LLMsdevelopercoding
- 465Git Changelog Generatoragentcoding
- 466Vector Database Engineer for RAG Systemsagentcoding
- 467Codebase Wiki Catalogue Generatoragentcoding
- 468Zustand TypeScript Store Generatordevelopercoding
- 469PyTorch Geometric GNN Implementation Guideagentcoding
- 470Code Zoom-Out Module Mapperagentcoding
- 471Zarr Python Chunked Arrays Guideagentcoding