向量嵌入
向量检索与嵌入工作流
upstash/search TypeScript SDK
upstash
Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage. Use when a user asks how to get started, how indexing works, or how to use the TS client.
Clude Memory MCP
sebbsssss
MCP server for Clude's 4-tier cognitive memory system — store, recall, search, and dream. Built on Supabase + pgvector with type-specific decay, Hebbian association graphs, and on-chain commitment via Solana.
spotify-player
openclaw
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
academic-research-hub
openclaw
"Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to \"find papers on\", \"search research about\", \"download academic articles\", \"get citations for\", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai."
github-search
parcadei
Search GitHub code, repositories, issues, and PRs via MCP
antdv-next
antdv-next
Antdv Next Vue 3 component library. Use when locating component API docs, props/events/slots, or playground demos.
firecrawl-scrape
parcadei
Scrape web pages and extract content via Firecrawl MCP
loogle-search
parcadei
Search Mathlib for lemmas by type signature pattern
ui-ux-pro-max
shining319
"Data-driven UI/UX design intelligence with 50+ styles, 21 palettes, 50 font pairings, and 9 framework stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Searchable design knowledge base for professional UI/UX implementation. 数据驱动的专业 UI/UX 设计智能，包含 50+ 设计风格、21 种配色方案、50 种字体配对，支持 9 种前端框架。可搜索的设计知识库，用于专业 UI/UX 实现。"
rag-wrapper
mindmorass
Patterns for wrapping any agent with RAG context from Qdrant. Use to add persistent memory to imported or external agents.
youtube-harvester
mindmorass
Extract transcripts and metadata from YouTube videos
ai-ml
boisenoise
"AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features."
exa-unified-research
nangongwentian-fe
"Unified Exa research skill using get_code_context_exa and web_search_advanced_exa. Use for code/API snippet lookup, company research, people/LinkedIn research, financial report search, research paper search, personal site search, and X/Twitter tweet search. Follow progressive disclosure: load only the relevant reference file(s) for the user intent."
prd-draft
graemerycyk
"Draft a comprehensive PRD from customer evidence, analytics, and technical context. Use when a PM needs help with prd draft."
claude-command-notion-find
monkey1sai
Converted from Claude plugin command "find" (Notion). Use when the user
ai
telagod
AI/LLM 能力索引。Agent 开发、LLM 安全、RAG 系统。当用户提到 AI、LLM、Agent、RAG、Prompt 时路由到此。
ai-engineer
boisenoise
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
rag-systems
pluginagentmarketplace
Retrieval Augmented Generation systems with vector search, document processing, and hybrid retrieval.
github-issue-searcher
pratos
Searches and ranks GitHub Issues and Pull Requests for a topic or filter set. Returns structured, de-duplicated results with links. Great for triage, planning, and research.
adk
botpress
a set of guidelines to build with Botpress's Agent Development Kit (ADK) - use these whenever you're tasked with building a feature using the ADK
code-refactoring-context-restore
liuchiawei
"Use when working with code refactoring context restore"
slack
i9wa4
Fetch Slack thread from URL using API directly (no MCP server needed). Use when: - User provides a Slack message URL - User says "read this slack thread" or "fetch slack thread" - User wants to see conversation context from Slack - User wants to search Slack messages - User wants to fetch channel history (e.g., Google Calendar DM)
browser-pilot
Dev-GOM
Chrome DevTools Protocol (CDP) browser automation, web scraping, crawling. 브라우저 자동화, 웹 스크래핑, 크롤링. Features/기능: screenshot with region control 영역지정스크린샷, viewport control 뷰포트제어, PDF generation PDF생성, web scraping 웹스크래핑, data extraction 데이터추출, form filling 폼작성, login automation 로그인자동화, click/input 클릭/입력, element finder 요소찾기, tab management 탭관리, cookie control 쿠키제어, JavaScript execution JS실행, page navigation 페이지이동, wait for element 요소대기, scroll 스크롤, accessibility tree 접근성트리, console messages 콘솔메시지, network idle 네트워크대기, back/forward 뒤로/앞으로, reload 새로고침, file upload 파일업로드, React compatibility React호환성, Smart Mode with Interaction Map 스마트모드. Selectors 셀렉터: CSS selectors (ID, class, attribute), XPath selectors with wildcard * (text-based, structural), XPath indexing (select N-th element with same text). Smart Mode: text-based element search with automatic selector generation. Bot detection bypass 봇감지우회 (navigator.webdriver=false). Auto Chrome connection 자동크롬연결. Headless/headed mode. Daemon-based architecture 데몬기반. Interaction Map System 인터랙션맵. React/framework compatibility React/프레임워크호환성.
caveman
jwiegley
Compress and simplify prompts to preserve meaning while reducing use of context