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
- 1Python Algorithms Instructor for Beginners with ASCII Visualsstudenteducation
- 2Scientific CO2 Data Visualizermodeldata_visualization
- 3Stress Relief Hypnotherapy Session Facilitatorgeneral usermedical
- 4Sports Research Lifecycle Assistantstudentresearch
- 5GitHub Trending Dashboard Generatoragenttool_use
- 6Giresun University Org Charts and Workflows Designergeneral usereducation
- 7Lead Data Analyst for Python Dashboard Analysismodelanalysis
- 8Autonomous Research Data Analysis Agentmodelresearch
- 9RNA-seq Differential Expression Analysis Guideanalystresearch
- 10C Process Memory Profiler Developerdevelopercoding
- 11JavaScript Text Analysis Tool Buildermodelcoding
- 12FDR Analysis Program for Commercial Airlinesmodelanalysis
- 13ERP Report Semantic Intent Analyzermodelanalysis
- 14Cohort Retention and Feature Adoption Analyzeranalystanalysis
- 15SwanLab ML Experiment Tracking Guideagentcoding
- 16Matplotlib Python Plotting Guideagentcoding
- 17NetworkX Python Graph Analysis Toolkitagentcoding
- 18PyDESeq2 RNA-seq Differential Expression Guideanalystanalysis
- 19Scanpy scRNA-seq Analysis Workflowagentanalysis
- 20SHAP Model Interpretability Guideagentanalysis
- 21Vaex Large Dataset Analysis Skilldeveloperanalysis