Content
youtube-skills
Transcripts, search, channels, playlists. Cross-agent: Hermes / Claude Code / OpenClaw / Cursor / Windsurf. Powered by [TranscriptAPI](https://transcriptapi.com).
Productivity
Memos Cloud Server
External long-term memory and knowledge base backed by the MemOS Cloud API. Capabilities — search prior memory, add conversation messages, delete or correct...
Productivity
minutes-search
Search past meeting transcripts and voice memos for specific topics, people, decisions, or ideas. Use this whenever the user asks what we discussed about X, find that meeting where…
Research
mx-search
Leverage East Money MX search for financial scenarios with intelligent source filtering. Retrieve time-sensitive or event-specific information including news, announcements, resear…
General
blog-geo
AI citation readiness audit scoring blog posts for citability in ChatGPT, Perplexity, Gemini, and Google AI Overviews. Evaluates passage-level citability, Q&A formatting, entity cl…
Productivity
ob-read
Reads existing notes from an Obsidian vault. Performs three-layer search (vault map, tags/paths, full-text grep) and returns structured matches. Use for any query spanning notes or…
Productivity
paperless-ngx
Search and retrieve documents from a Paperless-ngx archive via REST API. Use when the user wants to find, read, or update documents stored in Paperless-ngx (for example: search by …
Web
algo-ecom-search
Optimize e-commerce search relevance across the full pipeline from query understanding to result presentation. Use this skill when the user needs to improve search quality, impleme…
Data
aria_search
Full-text search across the ARIA industrial accident database (~64k records). Returns top matches with identifiers, dates, equipment, consequences, and excerpts for LOPA, HAZID, or…
Data
redis-query-engine
Redis Query Engine guidance for FT.CREATE schema design, field types (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR), DIALECT 2 syntax, efficient FT.SEARCH and FT.AGGREGATE queries, ze…
Data
quickwit-cloud-native-search-engine-observability
Cloud-native search engine built in Rust for log management and distributed tracing. Supports sub-second search on cloud storage (S3, Azure Blob, GCS), Elasticsearch-compatible API…
Documentation
gemini-cli-docs
Single source of truth for all Gemini CLI documentation. Manages local storage, scraping, discovery, and resolution. Use when finding, searching, or resolving Gemini CLI docs by ke…
Productivity
log-memory-searcher
Recalls and searches past logs when reviewing historical events or organizing work periods. Uses metadata indexing for quick retrieval and supports dream-mode memory consolidation …
Documentation
kb-query
Interactive knowledge base search using natural language queries. Searches patterns and bug fixes with relevance ranking, quality scoring, and fuzzy matching for typo tolerance to …
Research
gh-code-search
Search GitHub repositories for real-world code examples, implementation patterns, and architectural approaches. Returns ranked results with import statements, syntax patterns, and …
Web
component-search
Searches component registries for production-ready React components. Finds components by natural language description, filters by framework and style system, and returns ranked res…
Automation
app-search
Activates for searches across major Chinese apps including Pinduoduo, Meituan, Amap, Douyin, Kuaishou, Xiaohongshu, Bilibili, Zhihu, Baidu, and OPPO stores covering shopping, servi…
Data
past-exam-dispenser
Searchable dispenser for 2,640 applied information technology exam questions (2009–2025) filtered by section, year, or keyword. Serves as the entry point for all past-exam referenc…
Research
korean-scholarship-search
Search Korean scholarship programs across KOSAF, universities, foundations, and public sources, extracting award amounts and eligibility while filtering by school, income, student …
Research
deepsearch
Run iterative multi-round web search and analysis for complex topics. Generates detailed reports with intelligent search direction adjustments. This skill describes a workflow with…
Data
elasticsearch
Elasticsearch operations for index design, query tuning, cluster sizing, shard strategy, ILM, monitoring, and troubleshooting production issues such as hot nodes, GC pressure, and …
AI / ML
sqr-3run
Runs production search query classification via three independent consensus passes. Auto-triggers on phrases like "run SQR pipeline" or "search query consensus pipeline" with no ex…
Research
agf
Explore and analyze Claude Code sessions. Query, search, and review session lists and details from agf data source (history.jsonl). Auto-applies for session list, session search, a…
Automation
yt-music
Control YouTube Music with natural language. Search songs, artists, albums, playlists, lyrics, charts, and recommendations. Browse library, manage playlists, rate tracks, and view …
Research
code-search-efficient
Select minimal-token, high-accuracy search strategies for code analysis including AST-aware search, ripgrep, and glob patterns. Auto-applies for symbol lookup, refactoring, and pat…
Data
laravel-vector-search
Implements semantic vector search in Laravel 13 using PostgreSQL and pgvector, covering schema setup, embeddings, and query builder methods such as whereVectorSimilarTo and selectV…
Research
omega-research
High-precision integrated research combining Grok-4 Live Search, Exa, Tavily, Brave, NewsAPI, GIS sources, and smolagents. Handles market, competitive, academic, technical, and eco…
General
ads-microsoft
Microsoft/Bing Ads deep analysis covering search, Performance Max, Audience Network, and Copilot integration. Evaluates 24 checks with focus on Google import validation and cost ad…
Automation
unsplash-cli
Answers questions about Unsplash photos, searches free images by keyword, downloads photos, browses topics and collections, and retrieves photo details including EXIF, location, an…
Automation
zai-cli
Run z.AI CLI for vision, search, reader, and GitHub tasks via CLI/MCP. Supports image/video analysis, OCR, UI-to-code, error diagnosis, web search, page-to-markdown, and repo explo…
Research
gemini-search
Searches research papers via Gemini for broad literature discovery. Use when users request gemini search, gemini papers, or AI-powered literature review beyond arXiv or Semantic Sc…
Research
tadas-github/a2asearch-mcp
MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills. Install: npx -y a2asearch-mcp. Ask Claude: "Find MCP servers for database access". Free, no auth req…
Automation
skillnet
Search, download, create, evaluate, and analyze reusable agent skills via SkillNet. Use before multi-step tasks, when learning repos or docs, or to preserve learnings from complex …
Research
jgrants-subsidy-search
Searches the J-Grants public registry for Japanese government subsidies by keyword (industry, theme, or purpose). Returns matches with ID, title, target area, deadline, and max amo…
Productivity
learn
Manages project learnings across sessions. Search, list, delete, promote, or export accumulated knowledge. Use for queries about learnings, pruning stale entries, or exporting resu…
Business
analyst-common-stock
Defines shared rules for stock and ETF analysis agents including direct web search, source citation, and cross-verification protocols that form the core defense against hallucinati…
Research
scholar-megasearch
Orchestrates massive multi-source academic literature search across arXiv, Semantic Scholar, Crossref, OpenAlex, PubMed and additional repositories, then deduplicates by DOI or tit…
Research
spezial-markenrecherche-risikoampel-und-gegenargumente
Special trademark search workflow for risk indicators, counterarguments, and defense lines with case analysis, legal framework, documentation, risk indicators, and actionable outpu…
Research
perplexity-search
AI-powered web search and research using Perplexity API Sonar models. Performs deep research with citations, fact-checking, and supports streaming with domain and recency filtering…
Engineering
binary-search
Search on monotonic predicates for sorted arrays, answer spaces, and rotated arrays. Use to find minimum/maximum values, insertion points, or solve 'minimize the maximum' problems.
Productivity
know-cli
Default retrieval and memory workflow for coding agents. Handles code search, edit-target selection, dependency impact checks, and cross-session decision recall with token budgets.
Data
openfda-database
Query, search, and download data from the openFDA API across drugs, devices, foods, cosmetics, and all 28 endpoints for adverse events, recalls, approvals, and regulatory lookups.
Data
alibabacloud-milvus-manage
Manage Alibaba Cloud Milvus instances via CLI and perform data-plane operations with pymilvus including collections, vector search, hybrid queries, indexes, partitions, and RBAC.
Research
arxivterminal
CLI tool for fetching, searching, and managing arXiv papers locally. Supports fetching by category, searching the local database, viewing papers by date, and database management.
Research
multi-search-engine
Searches 17 engines (8 Chinese + 9 global) in parallel for cross-region research. Use for Chinese-English source queries or privacy-first searches; avoid when speed is critical.
Productivity
opencontext
Provide persistent memory and cross-session context for agents. Stores conclusions, maintains continuity across repositories and dates, and supports document search workflows.
Research
parallel-cli
Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.
Productivity
find-document
Perform cross-source full-text search across Box, Slack, GitHub, Microsoft 365, Teams, OneDrive, Google Workspace, Gmail, and Calendar to locate requested files and messages.
General
question
Read-only code Q&A. Spawns a code-explorer subagent for grep/glob/excerpt searches and returns cited answers with file:line references. Never writes files or commits changes.
Research
agent-search-specialist
Expert search specialist mastering advanced information retrieval, query optimization, and knowledge discovery across diverse sources with focus on precision and efficiency.
Research
perplexity-core-workflow-a
Run single-query searches with citations using the primary Perplexity workflow. Apply for AI search implementations, fact-checking tools, or web-grounded answer integration.
Research
social-profile-discover
Find social media profiles for people or companies via search engines and platform queries. Returns canonical URLs for LinkedIn, X, Instagram, Facebook, TikTok, and YouTube.
Documentation
kuroco-docs
Search and retrieval guide for Kuroco documentation. Activates on queries referencing official docs, manuals, tutorials, references, setup steps, or implementation details.
Research
exp-search
Retrieves relevant project history from experience, knowledge, SOP, tool, and auto memory stores using keyword search before complex tasks or when seeking prior solutions.
Design
figma-smart-search
Search Figma design systems for components, variables, or styles using fuzzy matching when natural-language queries or exact-term scans return noisy or incomplete results.
Research
aminer-data-search
Queries and analyzes academic data via the AMiner Open Platform when users request scholar info, paper details, institution data, journal content, or patent information.
Research
analyst-common
Defines shared rules for analysis agents including direct web search, source citation, and cross-verification protocols that form the core defense against hallucination.
AI / ML
azure-ai
Supports Azure AI services including Search, Speech, OpenAI, and Document Intelligence for vector/hybrid search, speech-to-text, text-to-speech, transcription, and OCR.
Data
provider-search
Search, manage, and review welfare service providers. Stores ServiceProvider records and ProviderFeedback from WAM NET in Neo4j, executing Cypher queries via MCP tools.
Data
serpapi-core-workflow-b
Queries Bing, YouTube, Google Shopping, Google News, and Google Maps through SerpApi. Enables multi-engine search and extraction of video, news, shopping, or maps data.
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