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
- 1AI Computer Vision Specialist Roadmap Coachstudenteducation
- 2AI Engineer for ML Integration and Deploymentmodelcoding
- 3Cybersecurity Viral Tool Architectdevelopersecurity
- 4Defense AI Intelligence Report Generatoranalystresearch
- 5Underwater Acoustics DL Simulation Experiment Guidestudentresearch
- 6AudioCraft Text-to-Music Generation Guideagenttool_use
- 7CLIP Model Code Examples and Guidedevelopertool_use
- 8CELLxGENE Census Single-Cell Data Queryagentdata_extraction
- 9SwanLab ML Experiment Tracking Guideagentcoding
- 10HuggingFace Accelerate Distributed Training Guidedevelopercoding
- 11LLaVA Vision-Language Model Guidedeveloperother
- 12Mamba State Space Model Guidedevelopercoding
- 13LLM Knowledge Distillation Implementation Guidedevelopercoding
- 14LLM Pruning with Wanda and SparseGPTagentmachine_learning
- 15Mixture of Experts Training Guidedevelopercoding
- 16nanoGPT Minimal GPT Training Guidedevelopercoding
- 17Nnsight Remote Model Interpretability Guidedevelopercoding
- 18Flash Attention PyTorch Optimization Guidedevelopercoding
- 19PyTorch Lightning Training Workflows Guidedevelopercoding
- 20PufferLib High-Performance RL Assistantagentcoding
- 21Ray Data ML Processing Guidedevelopercoding
- 22RWKV Architecture Guide with Code Examplesdevelopercoding
- 23Ray Train Distributed Training Workflowsdevelopercoding
- 24Pyvene Causal Interventions Guidedeveloperanalysis
- 25Segment Anything Model User Guidedeveloperother
- 26Sentence Transformers Embeddings Usage Guidedevelopercoding
- 27SimPO Preference Optimization Training Guidedevelopermachine_learning
- 28Stable Baselines3 RL Training Guideagentcoding
- 29TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 30Torchforge PyTorch RL Training Guidedevelopercoding
- 31PyTorch Geometric GNN Implementation Guideagentcoding