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.
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http). Use search_prompts to search the library. For prompt_type=skill results, use list_skill_files to inspect the folder, read_skill_file to load SKILL.md or references, and get_skill_download to get the ZIP URL.
OPTION B — JSON CONFIG manual setup
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
- 101ML Paper Figure and Table Generatoragentresearch
- 102Publication-Quality Paper Figure Generatoragentresearch
- 103AutoGPT Autonomous Agent Platform Guidedevelopertool_use
- 104WandB Training Metrics Health Checkeragentoperations
- 105Exa AI Web Search Workflowagentresearch
- 106System Performance Profiler with Instrumentationagentanalysis
- 107Exa AI Web Search Workflowagentresearch
- 108AWQ LLM Quantization Guidedevelopercoding
- 109Benchling Python SDK Integrationagentoperations
- 110Azure Python Transcription SDK Guidedevelopertool_use
- 111BIDS Neuroscience Data Organizeragentresearch
- 112Semantic Scholar Published Paper Searchagentresearch
- 113Biopython Molecular Biology Toolkit Guideagentcoding
- 114BioServices Bioinformatics Package Guideagentresearch
- 115Book SFT Style Transfer Pipelineagentcoding
- 116BLIP-2 Vision-Language Model Guidedeveloperother
- 117CLIP Model Code Examples and Guidedevelopertool_use
- 118Constitutional AI Training Workflowsdevelopersafety
- 119CELLxGENE Census Single-Cell Data Queryagentdata_extraction
- 120Cirq Quantum Computing Framework Guidedevelopercoding
- 121Claude API Application Builderdevelopercoding
- 122DeepChem Molecular ML Workflow Guidedeveloperresearch
- 123deepTools NGS Analysis Assistantagentanalysis
- 124Insider Data Exfiltration DLP Analyzersecurity analystsecurity
- 125AWS CloudTrail Anomaly Detection Guideagentsecurity
- 126Detect Risky OAuth Consent Grants in Entra IDsecurity analystsecurity
- 127RDP Brute Force Event Log Analyzersecurity analystsecurity
- 128UEBA Insider Threat Detection Implementationsecurity analystsecurity
- 129COBRApy Metabolic Modeling Assistantdevelopercoding
- 130Chroma Embedding Database Usage Guidedevelopertool_use
- 131DeepXiv Academic Paper Search Workflowagentresearch
- 132CrewAI Multi-Agent Orchestration Guidedevelopertool_use
- 133DepMap Cancer Dependency Data Analyzeragentmedical
- 134ESM Protein Language Model Toolkitagentresearch
- 135BigCode Code Model Benchmarkingdevelopercoding
- 136Rekall Memory Forensics Artifact Extractorsecurity analystsecurity
- 137Azure Storage Misconfiguration Audit Reporteragentsecurity
- 138Agent Evaluation Framework Builderagentevaluation
- 139FAISS Vector Similarity Search Guidedevelopercoding
- 140Datamol Cheminformatics Python Guidedevelopercoding
- 141SQL Injection Detection via WAF Logssecurity analystsecurity
- 142SwanLab ML Experiment Tracking Guideagentcoding
- 143FlowIO FCS File Handleragentdata_extraction
- 144GitHub Actions Supply Chain Risk Scannersecurity analystsecurity
- 145HQQ LLM Quantization Guidedevelopercoding
- 146Dask Parallel Computing Guidedevelopercoding
- 147NVIDIA Cosmos Policy LIBERO RoboCasa Evaluatoragentevaluation
- 148Zeek Conn.log Beaconing Pattern Detectoranalystsecurity
- 149Domain Fronting C2 Traffic Detectoranalystsecurity
- 150GGUF Quantization llama.cpp Guidedevelopercoding
- 151WMI Lateral Movement Detection Guidesecurity analystsecurity
- 152Shadow IT Cloud Usage Detectorsecurity analystsecurity
- 153Windows Startup Folder Persistence Huntersecurity analystsecurity
- 154T1098 Account Manipulation Hunteragentsecurity
- 155AWS IAM Privilege Escalation Detectoragentsecurity
- 156Histolab WSI Tile Extraction Guidedevelopermedical
- 157Privileged Access Workstation Implementation Guideagentsecurity
- 158Geniml Genomic Interval ML Guideagentanalysis
- 159DNAnexus Genomics Platform Integration Guideagenttool_use
- 160Greenbone OpenVAS Vulnerability Scanning Guidesecurity professionalsecurity
- 161LatchBio Bioinformatics Workflow Integratoragentcoding
- 162LangChain Agents RAG and Tools Guidedevelopercoding
- 163OpenRouter Image Generation and Editing Guideagentimage_generation
- 164GRPO RL Training with TRLdevelopercoding
- 165LLaVA Vision-Language Model Guidedeveloperother
- 166Credential Stuffing Auth Log Analyzersecurity analystsecurity
- 167ETE3 Phylogenetic Tree Toolkit Guideagentanalysis
- 168NetFlow Pandas Traffic Baselininganalystsecurity
- 169Dummy Dataset Generatordevelopercoding
- 170FastAPI Router Template Generatoragentcoding
- 171LlamaIndex RAG Framework Guidedevelopercoding
- 172Scientific Computing Resource Detectoragentoperations
- 173GPTQ LLM 4-Bit Quantization Guidedevelopercoding
- 174SIEM APT Lateral Movement Correlation Rulessecurity analystsecurity
- 175Honeytokens Deployment for Breach Detectionagentsecurity
- 176SHA-256 Log Integrity Chain Builderdevelopersecurity
- 177Gtars Genomic Interval Toolkit Guideagentanalysis
- 178Last30Days Multi-Platform Researcheragentresearch
- 179Filesystem Agent Context Engineeringagenttool_use
- 180Transformer Long Context Extension Guidedevelopercoding
- 181FluidSim Python CFD Simulation Guideagentcoding
- 182GeoPandas Geospatial Data Guideagentcoding
- 183Gget Bioinformatics Database Query Guideagentresearch
- 184Glycoengineering Sequence Analysis Toolkitagentanalysis
- 185Mamba State Space Model Guidedevelopercoding
- 186Python mTLS Certificate Generator for Zero Trustdevelopersecurity
- 187Process Injection Techniques Huntersecurity analystsecurity
- 188LLM Knowledge Distillation Implementation Guidedevelopercoding
- 189Windows Service Installation Threat Huntersecurity analystsecurity
- 190Hypogenic Hypothesis Generation Frameworkagentresearch
- 191LangSmith LLM Observability Guidedeveloperevaluation
- 192Arkime Network Traffic Analysis Deploymentagentsecurity
- 193AI Infographic Generator with Quality Reviewagentimage_generation
- 194Canary Token Deployment for Deception Detectionagentsecurity
- 195LabArchives ELN API Integration Guideagenttool_use
- 196Cloud Workload Protection Implementationdevelopersecurity
- 197Matplotlib Python Plotting Guideagentcoding
- 198LaTeX Academic Paper Format Converteragentcoding
- 199Runtime Application Self-Protection Deployment Guidesecurity professionalsecurity
- 200Modal Serverless GPU ML Guidedeveloperoperations