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 prompt_type: skill
# PROMPT CATEGORY
- 1001Experiment Results Claim Evaluation Gateagentevaluation
- 1002RWKV Architecture Guide with Code Examplesdevelopercoding
- 1003Research Refine and Experiment Planning Pipelineagentresearch
- 1004LLM Project Pipeline Development Methodologyagentplanning
- 1005Pydantic Multi-Model API Generatordevelopercoding
- 1006Senior Product Manager Skills Agentagentproduct
- 1007PrimeKG Knowledge Graph Query Skillagentmedical
- 1008PyLabRobot Multi-Vendor Lab Automationagentoperations
- 1009Trading Portfolio Risk Manageragentfinance
- 1010PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 1011Cost-Effective Product Marketing Ideas Generatoragentmarketing
- 1012Protocols.io API Integration Guideagenttool_use
- 1013Competitive Product Positioning Strategistmarketing professionalmarketing
- 1014PyDESeq2 RNA-seq Differential Expression Guideanalystanalysis
- 1015Schema Markup Implementation Expertagentmarketing
- 1016ML/AI Theory Rigorous Proof Writeragentwriting
- 1017Impact Risk Assumption Prioritizeragentproduct
- 1018Product Manager Resume Review and Tailoringmodelhr
- 1019React Flow Node Component Creatordevelopercoding
- 1020Privacy Policy Compliance Generatorgeneral userlegal
- 1021Sales Cold Email and Proposal Drafteragentsales
- 1022Product Strategy Canvas Generatorproduct managerproduct
- 1023Patent Prior Art Search Workflowagentlegal
- 1024Product Pricing Strategy Designerexecutivesales
- 1025Product Marketing Context Document Creatoragentmarketing
- 1026Pysam Genomic File Operations Guideagentcoding
- 1027Scikit-Survival Analysis Modeling Guideagentmachine_learning
- 1028Code Review Feedback Reception Protocolagentcoding
- 1029Interactive QA GitHub Issue Fileragentoperations
- 1030Throwaway Prototype Builder for Logic or UIagentcoding
- 1031PyHealth Clinical Pipeline Builderagentmedical
- 1032Prompt Injection Jailbreak Detectordevelopersecurity
- 1033Ray Train Distributed Training Workflowsdevelopercoding
- 1034Seaborn Statistical Visualization Referenceagentanalysis
- 1035Release Notes from Tickets and Changelogsagentwriting
- 1036Clinical Psychology Philosophy Companiongeneral userpersonal_assistant
- 1037Pyvene Causal Interventions Guidedeveloperanalysis
- 1038ScholarEval Academic Research Evaluatoragentevaluation
- 1039Ruby Metaprogramming and Rails Expertdevelopercoding
- 1040RevOps Lead Lifecycle Optimizeragentsales
- 1041Exa Scientific Web Search Toolkitagentresearch
- 1042AI Agent Reasoning Trace Optimizeragentevaluation
- 1043End-to-End Autonomous Research Pipelineagentresearch
- 1044ML Experiment GPU Deployment Workflowagentoperations
- 1045Scientific Research Ideation Partnerscientistresearch
- 1046Sprint Retrospective Facilitatoragentoperations
- 1047SEO Site Audit Expertagentmarketing
- 1048Scanpy scRNA-seq Analysis Workflowagentanalysis
- 1049Segment Anything Model User Guidedeveloperother
- 1050Code Review Subagent Dispatcheragentcoding
- 1051scVelo RNA Velocity Analysis Workflowagentanalysis
- 1052scikit-bio Bioinformatics Analysis Skillagentanalysis
- 1053Semantic Scholar Published Paper Searchagentresearch
- 1054SEO Competitor Comparison Page Generatorwritermarketing
- 1055Security Bluebook Policy Builderagentsecurity
- 1056User Feedback Sentiment Segment Analyzeragentanalysis
- 1057SEO Command and Subagent Orchestratoragentmarketing
- 1058SEO SERP Overlap Keyword Clusteringagentmarketing
- 1059E-commerce SEO Analysis Commandsagentmarketing
- 1060SentencePiece Tokenizer Training Guidedevelopercoding
- 1061Sentence Transformers Embeddings Usage Guidedevelopercoding
- 1062Hreflang SEO Validator and Generatordevelopermarketing
- 1063DataForSEO Live SEO Data Handleragentmarketing
- 1064Scientific Diagram AI Generatorresearcherimage_generation
- 1065Exercise Directory Structure Scaffolderagenteducation
- 1066Local Business Maps SEO Auditoragentseo
- 1067FLOW SEO Framework Orchestratoragentmarketing
- 1068SEO Content E-E-A-T Quality Analyzeragentanalysis
- 1069SEO Content Brief Generatoragentmarketing
- 1070RingCentral Automation Status Guideagenttool_use
- 1071Google SEO API Commandsagentmarketing
- 1072Local SEO Analysis Report Generatoranalystmarketing
- 1073Single Page SEO Analyzeragentmarketing
- 1074SEO Backlink Profile Analyzeragentmarketing
- 1075Firecrawl SEO Site Crawling Commandsagentmarketing
- 1076B2B Sales Enablement Collateral Creatoragentsales
- 1077SEO Drift Baseline Comparison Commandsagentmarketing
- 1078Technical SEO Audit Checklistagentseo
- 1079Gemini SEO Image Generatoragentimage_generation
- 1080Husky Pre-Commit Hooks Setup Guidedevelopercoding
- 1081SEO Schema Markup Analyzer Generatoragentmarketing
- 1082Documentation to Claude AI Skills Converteragenttool_use
- 1083SGLang LLM Serving Framework Guidedevelopertool_use
- 1084Strategic SEO Planning Frameworkagentmarketing
- 1085Rowan Molecular Modeling Python APIagentscientific_computing
- 1086Repo Agent Skills Configuration Setupagentoperations
- 1087SimPO Preference Optimization Training Guidedevelopermachine_learning
- 1088Skill Seekers Knowledge Source Skill Builderagenttool_use
- 1089Slack GIF Creator Toolkitagentimage_generation
- 1090Website Architecture Planning Expertagentplanning
- 1091Social Media Content Strategistagentmarketing
- 1092SXO SERP Analysis Pipelineagentmarketing
- 1093Claude Skill Creator with Slack Sharingagentoperations
- 1094SkyPilot Multi-Cloud ML Orchestration Guidedeveloperoperations
- 1095Agent Skill Documentation Templateagentother
- 1096GEO Website Analysis Report Generatormarketermarketing
- 1097Signup Flow CRO Optimizeragentmarketing
- 1098Speculative Decoding for LLM Inferenceagentcoding
- 1099SimPy Discrete-Event Simulation Guideagentcoding
- 1100Agile Sprint Capacity Plannerproject managerplanning