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 task_types: analyze
# PROMPT CATEGORY
- 601AI Writing Patterns Auditor and Rewriteragentwriting
- 602Codex AI Code Review with Changelogdevelopercoding
- 603Codex AI Code Review with Changelogdevelopercoding
- 604Kubernetes Audit Log Security Analyzeranalystsecurity
- 605Event Sourcing Architect Advisoragentsoftware_engineering
- 606Conductor Project Artifacts Validatoragentevaluation
- 607Scientific Research Analysis Skills Guideagentresearch
- 608Code Debugger Root Cause Analystagentcoding
- 609Error Log Pattern Detectiveagentanalysis
- 610FDA FSMA Food Safety Auditoragentlegal
- 611FDA MedTech Compliance Auditoragentmedical
- 612FDA FSMA Food Safety Auditoragentsafety
- 613Security Audit Fix Verifieragentsecurity
- 614Code Error Root Cause Debuggeragentcoding
- 615Security Audit Fix Revieweragentsecurity
- 616Error Detective Log Analyzeragentcoding
- 617FDA MedTech Compliance Auditoragentmedical
- 618Kotler PESTEL SWOT Macro Analyzeragentanalysis
- 619Legacy Codebase Modernization Specialistagentcoding
- 620Bitcoin Lightning Network Protocol Revieweragentanalysis
- 621Kotler PESTEL SWOT Macro Analyzeragentanalysis
- 622Portfolio Risk Manager Advisoragentfinance
- 623Osterwalder Business Model Canvas Architectagentplanning
- 624Bitcoin Lightning Network Design Revieweragentanalysis
- 625Quantitative Analyst Trading Strategiesagentfinance
- 626Threat Modeling Security Architecture Expertagentsecurity
- 627Istio Linkerd Service Mesh Expertagentoperations
- 628Supply Chain Dependency Risk Auditoragentsecurity
- 629Nielsen Heuristics Mobile UX Auditoragentevaluation
- 630StyleSeed UX Feedback States Implementerdeveloperproduct
- 631Threat Modeling Security Expertagentsecurity
- 632Supply Chain Dependency Risk Auditoragentsecurity
- 633UX/UI Principles Interface Evaluatoragentevaluation
- 634StyleSeed UI Design Token Manageragentproduct
- 635Nielsen Heuristics Mobile UX Auditoragentevaluation
- 636Vector Database Engineer Expertagentdata_extraction
- 637Vector Database Engineer Expertagentdata_extraction
- 638Portfolio Risk Manager Advisoragentfinance
- 639Codebase Wiki Catalogue and Onboarding Guide Generatoragentwriting
- 640Codebase Architecture Code Path Traceragentanalysis
- 641Codebase Wiki Catalogue Architectagentwriting
- 642Codebase Wiki Researcheragentanalysis
- 643Technical Wiki Documentation Page Writeragentwriting
- 644Web Interface Guidelines File Revieweragentcoding
- 645Codebase Evidence Wiki QA Responderagentcoding
- 646StyleSeed UI Design Token Manageragentproduct
- 647Web Interface Guidelines Compliance Revieweragentcoding
- 648Technical Wiki Documentation Page Writeragentwriting
- 649ARA Research Artifact Compileragentresearch
- 650StyleSeed UX Feedback States Adderagentproduct
- 651ARA Level 2 Epistemic Rigor Reviewermodelevaluation
- 652App Store Optimization Listing Auditoragentmarketing
- 653Codebase Source Evidence Question Answeringagentcoding
- 654ML Ablation Study Planneragentresearch
- 655Autonomous LLM Research Review Loopagentresearch
- 656Research Session Provenance Recorderagentresearch
- 657ML Experiment Results Analyzeragentanalysis
- 658ARIS Meta-Optimization Log Analyzeragentoperations
- 659Research Idea Novelty Literature Checkeragentresearch
- 660ML Experiment Results Monitoragentoperations
- 661Research Idea Novelty Literature Checkeragentresearch
- 662LLM Experiment Integrity Auditoragentevaluation
- 663Patent Novelty and Non-Obviousness Assessoragentlegal
- 664ML AI Theorem Proof Package Writeragentresearch
- 665ML Paper Outline Generatoragentwriting
- 666Patent Prior Art Search Workflowagentlegal
- 667Autonomous Gemini Research Review Loopagentresearch
- 668Research Formula Derivation Package Builderagentresearch
- 669Codex ML Research Review Workflowagentresearch
- 670Multi-Round Patent Examiner Review Workflowagentlegal
- 671Codex MCP ML Research Revieweragentresearch
- 672Autonomous EDA Design Space Exploreragentplanning
- 673Patent Invention Disclosure Structureragentlegal
- 674WandB Training Metrics Health Checkeragentoperations
- 675System Performance Profiler with Instrumentationagentanalysis
- 676Patent Figure Description and Numeral Generatoragentlegal
- 677Research Result-to-Claim Evaluatoragentevaluation
- 678AI Writing Patterns Audit and Rewriteagentwriting
- 679Autonomous Research Review Improvement Loopagentresearch
- 680Gemini MCP Multi-Round Research Revieweragentresearch
- 681Autonomous LLM Research Review Loopagentresearch
- 682Research Method Novelty Literature Checkeragentresearch
- 683Beachhead Market Segment Analyzeragentproduct
- 684New Product Feature Ideationagentproduct
- 685Health Medical Analysis Assistant Skillagentmedical
- 686Content Strategy Planning Guideagentmarketing
- 687Conductor Project Artifacts Validatoragentoperations
- 688Customer Journey Map Generatoragentproduct
- 689Website SEO Audit with Subagent Delegationagentanalysis
- 690Root Cause Code Debuggeragentcoding
- 691Insider Data Exfiltration DLP Analyzersecurity analystsecurity
- 692Competitor Analysis and Differentiation Strategistagentanalysis
- 693SaaS Co-Marketing Strategistmarketing professionalmarketing
- 694Cohort Retention and Feature Adoption Analyzeranalystanalysis
- 695Context Degradation Pattern Diagnoseragentevaluation
- 696Competitor Profiling Intelligence Analystagentresearch
- 697Codex AI Code Review and Changelog Generatordevelopercoding
- 698Marketing Copy Seven-Sweeps Editoragentwriting
- 699DHDNA Cognitive Pattern Profileragentanalysis
- 700Community Marketing Strategy Advisoragentmarketing