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: validation
# PROMPT CATEGORY
- 1 Test Writer-Fixer Agent model coding
- 2 Question Quality Lab Game Evaluator model evaluation
- 3 Cruelty-Free Beauty Product Evaluator general user research
- 4 Playwright Web App Testing Toolkit developer operations
- 5 CLI Project Tooling Standards Guide developer coding
- 6 Arcjet AI Endpoint Protection Implementer developer security
- 7 Software QA Tester for Login Functionality model evaluation
- 8 Xcode iPhone-Only App Project Setup developer coding
- 9 Turkish Employee Leave Rules JSON support agent hr
- 10 WCAG Web Accessibility Auditor Remediator developer evaluation
- 11 Prompt Quality Audit Compliance Checker model evaluation
- 12 AI File Trust Metadata Auditor agent security
- 13 AI File Metadata Compliance Auditor agent security
- 14 Conductor Project Artifacts Validator agent evaluation
- 15 Conductor Project Artifacts Validator agent operations
- 16 Full Output Enforcement Enforcer agent safety
- 17 Research Idea Novelty Literature Checker agent research
- 18 LLM Experiment Integrity Auditor agent evaluation
- 19 Research Method Novelty Literature Checker agent research
- 20 Research Agent Validation Best Practices agent research
- 21 Conductor Project Artifacts Validator agent operations
- 22 BigCode Code Model Benchmarking developer coding
- 23 Agent Evaluation Framework Builder agent evaluation
- 24 Full Output Enforcement Rules agent other
- 25 Research Method Novelty Checker agent research
- 26 Hreflang SEO Validator and Generator developer marketing
- 27 Full Output Enforcement for Code Generation agent coding
- 28 Verification Before Completion Enforcer agent safety