Embeddings
Vector embeddings and similarity
seo-ai-search
by johnpang1020
Expert SEO + AI search optimizer. Generates dynamic metadata, JSON-LD structured data (Schema.org), Open Graph / Twitter / Facebook tags, canonical URLs, hreflang, semantic markup guidance. Improves AI discoverability via entity linking, intent signals, context relevance, knowledge graph hints. Use when user asks for: SEOHead React component, AI-optimized content/structure, SPA crawlability, rich results, schema validation, or any SEO/AI-search task.
misc
by SerendipityOneInc
Miscellaneous tools - train tickets (12306), flight info (Variflight), accommodation (Airbnb), and social media (Rednote/Xiaohongshu)
arxiv-search
by HanLi0705
Search arXiv preprint repository for academic papers in physics, mathematics, computer science, and related fields
lark-docs
by SerendipityOneInc
Access and search Lark/Feishu cloud documents with user permissions (飞书云文档权限访问)
memory-systems
by fefogarcia
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.
note-search
by khw1031
notes/ 디렉토리의 학습 노트를 검색합니다. 노트 검색, 개념 찾기, 관련 노트, 키워드 검색, 태그 검색 요청 시 사용.
faq-finder
by Ontos-AI
Searches for and retrieves information from FAQ (Frequently Asked Questions) pages based on keywords.
opentable
by evansking
Search restaurants and check availability on OpenTable via browser automation.
local-knowledge
by terraphim
Leverage personal notes and documentation through Terraphim's role-based search. AI agents can search developer's local knowledge organized by domain (Rust, frontend, architecture) using the terraphim-agent REPL commands.
nanoserp
by fkodom
"Free web search and page scraping via DuckDuckGo. Use when the agent needs to search the web for information, fetch and read webpage contents, or gather links from a page. Triggers on tasks requiring web search, web scraping, URL fetching, or internet research. No API keys or accounts needed."
skills-discovery
by dereknex
Search for and install Agent Skills that give you specialized capabilities. Before starting work, ask might a skill exist that handles this better than my base knowledge? If the task involves specific technologies, frameworks, file formats, or expert domains. Search proactively, even if the user doesn't mention skills. Skills encode best practices, tools, and techniques you wouldn't otherwise have. Also use when users explicitly ask to find, install, or manage skills.
context7-skills
by narumiruna
Use when managing Context7 CLI skills with npx ctx7 (search, install, list, remove, info).
google-images-crawler
by xdrshjr
Crawl high-resolution original images from Google Images search. Use when user needs to (1) Search and download images from Google, (2) Get original/full-size images instead of thumbnails, (3) Batch download images by keyword, (4) Extract image URLs from Google Images search results. Supports specifying number of images, filtering by size, and downloading to local storage.
session-search
by terraphim
Search and analyze AI coding assistant session history using Terraphim. Find past conversations, discover patterns, and learn from previous work. Supports Claude Code, Cursor, Aider, and other AI coding assistants.
exa-tool
by ClaireAICodes
Exa MCP integration for advanced search, research, and crawling.
architecting-memory
by Git-Fg
"Implements progression from Vector RAG → GraphRAG → Temporal Knowledge Graphs. Use when designing persistent memory architectures for AI agent systems."
perplexity
by cachemoney
Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7) or workspace questions.
content-strategy
by fefogarcia
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," or "content planning." For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.
librarian
by Lynricsy
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app. 网络研究专家，专注于外部信息检索。
ezcater-research
by dhughes
This skill should be used when the user asks to "investigate ezCater systems", "research architectural decisions", "understand code evolution", "find historical context", "analyze project history", "search internal documentation", or needs to understand why technical decisions were made at ezCater. Use this for lighter research where the user doesn't explicitly request "deep research" (which triggers the agent).
app-store-marketing
by mmcmedia
App Store Optimization (ASO) and mobile app marketing expert. Specializes in App Store and Google Play optimization, user acquisition, and app launch strategies. Use when launching apps, optimizing store listings, or planning mobile marketing campaigns.
redis-best-practices
by simba-git
Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.
grokipedia-search
by bdbi
"Use the grokir CLI (Grokipedia client) to run full-text searches and fetch pages. Trigger when the user asks to: search Grokipedia, find articles/slugs, fetch page content by slug, or do research using grokir."
skills-sh-searcher
by Ontos-AI
Search and download skills from skills.sh ecosystem. Use when user needs to find and install skills from the skills.sh marketplace for specific tasks like PDF processing, document editing, web scraping, etc.