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
- 1Intent Recognition Planner Agentagentplanning
- 2Structured Autonomy Implementation Agentagentcoding
- 3Nurse Skill Description Generatoragentmedical
- 4PR Implementation Plan Generatoragentplanning
- 5Test AI Agent Skill Describeragenttool_use
- 6Simple Private AI Companion PWA Buildermodelpersonal_assistant
- 7Deep Investigation Agent for Geopoliticsmodelresearch
- 8CLI Agent Manager via Tmuxagenttool_use
- 9Multi-Session Coding Project Blueprint Generatoragentplanning
- 10Claude Code Configuration and Usage Guideagentcoding
- 11UI Building Constraints Guideagentproduct
- 12ARA Research Artifact Compileragentresearch
- 13ARA Level 2 Epistemic Rigor Reviewermodelevaluation
- 14ML Ablation Study Planneragentresearch
- 15Codex ML Research Review Workflowagentresearch
- 16Coding Project Blueprint Generatoragentplanning
- 17Research Agent Validation Best Practicesagentresearch
- 18Context Engineering Fundamentalsagentplanning
- 19Claude Code Configuration and Usage Guideagentcoding
- 20Context Degradation Pattern Diagnoseragentevaluation
- 21Hosted Background Agent Infrastructureagenttool_use
- 22Agent Conversation Handoff Document Writeragentworkflow
- 23Agent Memory Architecture Designeragentplanning
- 24Experiment Results Claim Evaluation Gateagentevaluation
- 25Senior Product Manager Skills Agentagentproduct
- 26Superpowers Skill Invocation Protocolagenttool_use
- 27Verification Before Completion Enforceragentsafety