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 subcategories: semantic_search
# PROMPT CATEGORY
- 1 Exa API Semantic Search Skill agent tool_use
- 2 Exa API Semantic Search Skill agent tool_use
- 3 Vexor Vector Semantic File Search Guide agent tool_use
- 4 Vexor Vector Semantic File Search agent tool_use
- 5 Vector Database Engineer Expert agent data_extraction
- 6 Vector Database Engineer Expert agent tool_use
- 7 CLIP Model Code Examples and Guide developer tool_use
- 8 Exa API Semantic Search Skill agent research
- 9 Qdrant Vector Similarity Search Guide agent tool_use
- 10 Sentence Transformers Embeddings Usage Guide developer coding
- 11 Vexor Semantic File Search Skill agent tool_use
- 12 Vector Database Engineer for RAG Systems agent coding