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 task_types: analyze
# PROMPT CATEGORY
- 601 AI Writing Patterns Auditor and Rewriter agent writing
- 602 Codex AI Code Review with Changelog developer coding
- 603 Codex AI Code Review with Changelog developer coding
- 604 Kubernetes Audit Log Security Analyzer analyst security
- 605 Event Sourcing Architect Advisor agent software_engineering
- 606 Conductor Project Artifacts Validator agent evaluation
- 607 Scientific Research Analysis Skills Guide agent research
- 608 Code Debugger Root Cause Analyst agent coding
- 609 Error Log Pattern Detective agent analysis
- 610 FDA FSMA Food Safety Auditor agent legal
- 611 FDA MedTech Compliance Auditor agent medical
- 612 FDA FSMA Food Safety Auditor agent safety
- 613 Security Audit Fix Verifier agent security
- 614 Code Error Root Cause Debugger agent coding
- 615 Security Audit Fix Reviewer agent security
- 616 Error Detective Log Analyzer agent coding
- 617 FDA MedTech Compliance Auditor agent medical
- 618 Kotler PESTEL SWOT Macro Analyzer agent analysis
- 619 Legacy Codebase Modernization Specialist agent coding
- 620 Bitcoin Lightning Network Protocol Reviewer agent analysis
- 621 Kotler PESTEL SWOT Macro Analyzer agent analysis
- 622 Portfolio Risk Manager Advisor agent finance
- 623 Osterwalder Business Model Canvas Architect agent planning
- 624 Bitcoin Lightning Network Design Reviewer agent analysis
- 625 Quantitative Analyst Trading Strategies agent finance
- 626 Threat Modeling Security Architecture Expert agent security
- 627 Istio Linkerd Service Mesh Expert agent operations
- 628 Supply Chain Dependency Risk Auditor agent security
- 629 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 630 StyleSeed UX Feedback States Implementer developer product
- 631 Threat Modeling Security Expert agent security
- 632 Supply Chain Dependency Risk Auditor agent security
- 633 UX/UI Principles Interface Evaluator agent evaluation
- 634 StyleSeed UI Design Token Manager agent product
- 635 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 636 Vector Database Engineer Expert agent data_extraction
- 637 Vector Database Engineer Expert agent data_extraction
- 638 Portfolio Risk Manager Advisor agent finance
- 639 Codebase Wiki Catalogue and Onboarding Guide Generator agent writing
- 640 Codebase Architecture Code Path Tracer agent analysis
- 641 Codebase Wiki Catalogue Architect agent writing
- 642 Codebase Wiki Researcher agent analysis
- 643 Technical Wiki Documentation Page Writer agent writing
- 644 Web Interface Guidelines File Reviewer agent coding
- 645 Codebase Evidence Wiki QA Responder agent coding
- 646 StyleSeed UI Design Token Manager agent product
- 647 Web Interface Guidelines Compliance Reviewer agent coding
- 648 Technical Wiki Documentation Page Writer agent writing
- 649 ARA Research Artifact Compiler agent research
- 650 StyleSeed UX Feedback States Adder agent product
- 651 ARA Level 2 Epistemic Rigor Reviewer model evaluation
- 652 App Store Optimization Listing Auditor agent marketing
- 653 Codebase Source Evidence Question Answering agent coding
- 654 ML Ablation Study Planner agent research
- 655 Autonomous LLM Research Review Loop agent research
- 656 Research Session Provenance Recorder agent research
- 657 ML Experiment Results Analyzer agent analysis
- 658 ARIS Meta-Optimization Log Analyzer agent operations
- 659 Research Idea Novelty Literature Checker agent research
- 660 ML Experiment Results Monitor agent operations
- 661 Research Idea Novelty Literature Checker agent research
- 662 LLM Experiment Integrity Auditor agent evaluation
- 663 Patent Novelty and Non-Obviousness Assessor agent legal
- 664 ML AI Theorem Proof Package Writer agent research
- 665 ML Paper Outline Generator agent writing
- 666 Patent Prior Art Search Workflow agent legal
- 667 Autonomous Gemini Research Review Loop agent research
- 668 Research Formula Derivation Package Builder agent research
- 669 Codex ML Research Review Workflow agent research
- 670 Multi-Round Patent Examiner Review Workflow agent legal
- 671 Codex MCP ML Research Reviewer agent research
- 672 Autonomous EDA Design Space Explorer agent planning
- 673 Patent Invention Disclosure Structurer agent legal
- 674 WandB Training Metrics Health Checker agent operations
- 675 System Performance Profiler with Instrumentation agent analysis
- 676 Patent Figure Description and Numeral Generator agent legal
- 677 Research Result-to-Claim Evaluator agent evaluation
- 678 AI Writing Patterns Audit and Rewrite agent writing
- 679 Autonomous Research Review Improvement Loop agent research
- 680 Gemini MCP Multi-Round Research Reviewer agent research
- 681 Autonomous LLM Research Review Loop agent research
- 682 Research Method Novelty Literature Checker agent research
- 683 Beachhead Market Segment Analyzer agent product
- 684 New Product Feature Ideation agent product
- 685 Health Medical Analysis Assistant Skill agent medical
- 686 Content Strategy Planning Guide agent marketing
- 687 Conductor Project Artifacts Validator agent operations
- 688 Customer Journey Map Generator agent product
- 689 Website SEO Audit with Subagent Delegation agent analysis
- 690 Root Cause Code Debugger agent coding
- 691 Insider Data Exfiltration DLP Analyzer security analyst security
- 692 Competitor Analysis and Differentiation Strategist agent analysis
- 693 SaaS Co-Marketing Strategist marketing professional marketing
- 694 Cohort Retention and Feature Adoption Analyzer analyst analysis
- 695 Context Degradation Pattern Diagnoser agent evaluation
- 696 Competitor Profiling Intelligence Analyst agent research
- 697 Codex AI Code Review and Changelog Generator developer coding
- 698 Marketing Copy Seven-Sweeps Editor agent writing
- 699 DHDNA Cognitive Pattern Profiler agent analysis
- 700 Community Marketing Strategy Advisor agent marketing