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