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 risk_level: low
# PROMPT CATEGORY
- 1901 Product Roadmap Outcome Transformer agent planning
- 1902 nanoGPT Minimal GPT Training Guide developer coding
- 1903 Research Method Novelty Checker agent research
- 1904 OpenAlex Academic Paper Search agent research
- 1905 Elite Senior Engineer TDD UX Workflow agent coding
- 1906 Academic Paper Figure Generator agent research
- 1907 Opportunity Solution Tree Product Discovery agent product
- 1908 Product Monetization Strategy Developer agent planning
- 1909 NeMo Guardrails LLM Safety Setup developer safety
- 1910 Parallel Web Toolkit Capability Router agent tool_use
- 1911 Multi-Agent Architecture Patterns Guide agent planning
- 1912 LaTeX Paper PDF Compiler agent coding
- 1913 Agent Memory Architecture Designer agent planning
- 1914 Academic Paper Outline from Reviews agent writing
- 1915 Nnsight Remote Model Interpretability Guide developer coding
- 1916 Flash Attention PyTorch Optimization Guide developer coding
- 1917 Scientific Manuscript Peer Reviewer agent evaluation
- 1918 Obsidian Vault Note Manager agent personal_assistant
- 1919 Onboarding CRO Flow Designer agent product
- 1920 Opentrons Protocol API Writer developer coding
- 1921 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 1922 Gemini Elite Coder and UX Validator model coding
- 1923 NeMo Curator GPU Data Curation Guide developer data_extraction
- 1924 PathML Computational Pathology Toolkit agent medical
- 1925 Overleaf Git Bridge Two-Way Sync agent writing
- 1926 Trivy Container Security Scanning Guide agent security
- 1927 In-App Paywall CRO Optimizer agent marketing
- 1928 Popup CRO Optimization Expert agent marketing
- 1929 Pixel Art SVG Generator agent image_generation
- 1930 PennyLane Quantum ML Library Guide developer coding
- 1931 Polars-Bio Genomic Interval Operations developer data_extraction
- 1932 Phoenix AI Observability Platform Guide developer tool_use
- 1933 Product Launch Pre-Mortem Risk Analyzer agent product
- 1934 Osterwalder Business Model Canvas Architect agent planning
- 1935 Porter's Five Forces Industry Analyzer agent analysis
- 1936 Rails 8 Project Generator with Inertia React agent coding
- 1937 PPTX Research Poster HTML Creator agent creative
- 1938 PESTLE Macro Environment Analyst agent analysis
- 1939 Phase-Gated Debugging Protocol Enforcer agent coding
- 1940 Python PDF Processing Operations Guide agent operations
- 1941 Prioritization Frameworks Reference Guide agent product
- 1942 Conference Paper to Slides Generator researcher writing
- 1943 Phylogenetics Analysis Pipeline agent analysis
- 1944 Polars DataFrame Library Reference agent coding
- 1945 Programmatic SEO Strategy Advisor agent marketing
- 1946 PHP Generators Iterators and SPL Expert agent coding
- 1947 Product Feature Backlog Prioritizer agent product
- 1948 Product Naming Branding Consultant general user marketing
- 1949 Product Vision Statement Brainstormer product manager product
- 1950 Puzzle Activity Planner with Generator Links agent planning
- 1951 Paperzilla CLI Command Reference agent research
- 1952 PPTX File Handling Skill Guide agent operations
- 1953 Qdrant Vector Similarity Search Guide agent tool_use
- 1954 PyTorch Lightning Training Workflows Guide developer coding
- 1955 PufferLib High-Performance RL Assistant agent coding
- 1956 Pinecone Vector Database Python Guide developer tool_use
- 1957 SaaS Pricing Strategy Advisor agent sales
- 1958 Ray Data ML Processing Guide developer coding
- 1959 BitsAndBytes LLM Quantization Workflows developer coding
- 1960 Pypict Pairwise Test Generation Skill agent coding
- 1961 Existing Web Design Premium Upgrader agent creative
- 1962 QuTiP Quantum Dynamics Simulator Guide agent physics
- 1963 RDKit Cheminformatics Python Guide agent chemistry
- 1964 Two-Axis Git Diff Code Reviewer agent coding
- 1965 Claude MCP Research Review Workflow agent research
- 1966 Referral & Affiliate Program Designer agent marketing
- 1967 Refactor Plan Interviewer and GitHub Issue Creator agent coding
- 1968 Experiment Results Claim Evaluation Gate agent evaluation
- 1969 RWKV Architecture Guide with Code Examples developer coding
- 1970 Research Refine and Experiment Planning Pipeline agent research
- 1971 LLM Project Pipeline Development Methodology agent planning
- 1972 Pydantic Multi-Model API Generator developer coding
- 1973 Senior Product Manager Skills Agent agent product
- 1974 PyOpenMS Proteomics Analysis Assistant developer analysis
- 1975 Cost-Effective Product Marketing Ideas Generator agent marketing
- 1976 Protocols.io API Integration Guide agent tool_use
- 1977 Competitive Product Positioning Strategist marketing professional marketing
- 1978 PyDESeq2 RNA-seq Differential Expression Guide analyst analysis
- 1979 Schema Markup Implementation Expert agent marketing
- 1980 ML/AI Theory Rigorous Proof Writer agent writing
- 1981 Impact Risk Assumption Prioritizer agent product
- 1982 Product Manager Resume Review and Tailoring model hr
- 1983 React Flow Node Component Creator developer coding
- 1984 Sales Cold Email and Proposal Drafter agent sales
- 1985 Product Strategy Canvas Generator product manager product
- 1986 Product Pricing Strategy Designer executive sales
- 1987 Product Marketing Context Document Creator agent marketing
- 1988 Pysam Genomic File Operations Guide agent coding
- 1989 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 1990 Code Review Feedback Reception Protocol agent coding
- 1991 Throwaway Prototype Builder for Logic or UI agent coding
- 1992 Prompt Injection Jailbreak Detector developer security
- 1993 Ray Train Distributed Training Workflows developer coding
- 1994 Seaborn Statistical Visualization Reference agent analysis
- 1995 Release Notes from Tickets and Changelogs agent writing
- 1996 Pyvene Causal Interventions Guide developer analysis
- 1997 ScholarEval Academic Research Evaluator agent evaluation
- 1998 Ruby Metaprogramming and Rails Expert developer coding
- 1999 RevOps Lead Lifecycle Optimizer agent sales
- 2000 Exa Scientific Web Search Toolkit agent research