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 workflow_stage: classification
# PROMPT CATEGORY
- 1 Intent Recognition Planner Agent agent planning
- 2 Exam Question Classifier by Chapter and Type student education
- 3 Concise Sentence Language Detector general user classification
- 4 Orchestration Agent Router for Dev Artifacts model planning
- 5 Conversation Language Detection Guide model personal_assistant
- 6 Create-PR Alias Redirect to PR Writer agent coding
- 7 Create-PR Alias Redirect to PR Writer agent operations
- 8 Legacy Create-PR Workflow Alias agent coding
- 9 Claude Superpowers Lab Environment Guide agent other
- 10 AWS Infrastructure Automation and Architecture Guide agent operations
- 11 Create-PR Alias to PR-Writer Redirect agent coding
- 12 Scientific Research Skills Guide agent research
- 13 Parallel Web Toolkit Capability Router agent tool_use
- 14 Prompt Injection Jailbreak Detector developer security
- 15 Exa Scientific Web Search Toolkit agent research
- 16 Knowledge Source to AI Skill Builder agent tool_use
- 17 Vector Database Engineer for RAG Systems agent coding