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 FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
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: validation
# PROMPT CATEGORY
- 1Test Writer-Fixer Agentmodelcoding
- 2Question Quality Lab Game Evaluatormodelevaluation
- 3Cruelty-Free Beauty Product Evaluatorgeneral userresearch
- 4Playwright Web App Testing Toolkitdeveloperoperations
- 5CLI Project Tooling Standards Guidedevelopercoding
- 6Arcjet AI Endpoint Protection Implementerdevelopersecurity
- 7Software QA Tester for Login Functionalitymodelevaluation
- 8Xcode iPhone-Only App Project Setupdevelopercoding
- 9Turkish Employee Leave Rules JSONsupport agenthr
- 10WCAG Web Accessibility Auditor Remediatordeveloperevaluation
- 11Prompt Quality Audit Compliance Checkermodelevaluation
- 12AI File Trust Metadata Auditoragentsecurity
- 13AI File Metadata Compliance Auditoragentsecurity
- 14Conductor Project Artifacts Validatoragentevaluation
- 15Conductor Project Artifacts Validatoragentoperations
- 16Full Output Enforcement Enforceragentsafety
- 17Research Idea Novelty Literature Checkeragentresearch
- 18LLM Experiment Integrity Auditoragentevaluation
- 19Research Method Novelty Literature Checkeragentresearch
- 20Research Agent Validation Best Practicesagentresearch
- 21Conductor Project Artifacts Validatoragentoperations
- 22BigCode Code Model Benchmarkingdevelopercoding
- 23Agent Evaluation Framework Builderagentevaluation
- 24Full Output Enforcement Rulesagentother
- 25Research Method Novelty Checkeragentresearch
- 26Hreflang SEO Validator and Generatordevelopermarketing
- 27Full Output Enforcement for Code Generationagentcoding
- 28Verification Before Completion Enforceragentsafety