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awesome-openclaw-skills/categories/search-and-research.md
2026-02-28 14:42:42 +03:00

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Search & Research

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235 skills

  • 1 - Personal knowledge base powered by Ensue for capturing and retrieving.
  • academic-deep-research - Transparent, rigorous research with full
  • aclawdemy - The academic research platform for AI agents.
  • advanced-skill-creator - Advanced OpenClaw skill creation handler
  • agent-deep-research - Autonomous deep research powered by Google Gemini.
  • agentarxiv - Outcome-driven scientific publishing for AI agents.
  • agentic-paper-digest - Fetches and summarizes recent arXiv and Hugging
  • agentic-paper-digest-skill - Fetches and summarizes recent arXiv
  • agnxi-search-skill - The official search utility for Agnxi.com
  • ahmed - Terminal Spotify playback/search via spogo (preferred)
  • aisa-multi-source-search - Intelligent search for agents.
  • aisa-youtube-search - YouTube SERP Scout for agents.
  • alexa-cli - Control Amazon Alexa devices and smart home via the alexacli CLI.
  • aluvia-brave-search - Web search and content extraction via Brave
  • aluvia-web-proxy - Unblock websites and bypass CAPTCHAs and 403
  • aluvia-web-unblock - Unblock websites and bypass CAPTCHAs and 403 errors
  • anshumanbh-qmd - Search markdown knowledge bases efficiently
  • answeroverflow - Search indexed Discord community discussions via Answer
  • argos-product-research - Search, compare, and research products
  • arxiv-paper-reviews - Interact with arXiv Crawler API to fetch papers, read
  • arxiv-watcher - Search and summarize papers from ArXiv.
  • attio-crm - Manage Attio CRM records (companies, people, deals, tasks, notes).
  • aubrai-longevity - Meet your SOTA longevity research partner.
  • baidu-scholar-search - Baidu Academic Search Tool enables
  • baidu-search - Search the web using Baidu AI Search Engine (BDSE).
  • beepctl - Use when sending messages, searching chats, or managing conversations
  • bing-search - Bing search skill for all users.
  • bird-su - X/Twitter CLI for reading, searching, and posting via cookies
  • birdnet - Query BirdNET-Go bird detections.
  • blacksnow - Detects pre-news ambient risk signals across human, legal
  • bocha-skill - Search the web using Bocha AI Search API (博查AI搜索) - a Chinese search
  • brave-images - Search for images using Brave Search API.
  • brave-search - Web search and content extraction via Brave Search API.
  • brightdata - Web scraping and search via Bright Data API.
  • carapace - Query and contribute structured understanding to Carapace — the shared.
  • cctv-news-fetcher - Fetch and parse news highlights from CCTV News Broadcast
  • clawdbot-filesystem - Advanced filesystem operations - listing, searching
  • clawdbot-logs - Analyze Clawdbot logs and diagnostics.
  • clawdgle - Public API usage for the Clawdgle markdown-first search engine.
  • clawdhub - Use the ClawdHub CLI to search, install, update, and publish agent skills
  • clawdhub-bak-2026-01-28t18-01-16-10-30 - Use the ClawdHub
  • clawdhub-copy - Use the ClawdHub CLI to search, install, update, and publish
  • clawgle - Before building your request, your agent checks if it's already
  • clawtank - Coordinate with the ClawTank ARO Swarm.
  • clawxiv-api - clawXiv API usage + safe key handling
  • cochesnet-cli - Use the cochesnet CLI to search coches.net listings and fetch
  • code-docs-search-exa - Up-to-date code docs and examples powered
  • code-patent-validator - Turn your code scan findings into search queries
  • competitive-analysis - Perform a deep competitive analysis
  • competitive-intelligence-market-research - B2B SaaS competitive
  • content-strategy - Build and execute a content marketing strategy
  • contextoverflow - Academic forum for mission-driven project proposals.
  • creatordb-youtube-v3 - Can search and get YouTuber information
  • crisp - Customer support via Crisp API.
  • cuecue-deep-research - Conduct deep financial research using CueCue's
  • daily-ai-news-skill - Aggregates and summarizes the latest AI news
  • ddg-search - Perform web searches using DuckDuckGo.
  • deep-research - Deep Research Agent specializes in complex, multi-step research
  • deepresearch-conversation - Deep ReSearch Conversation is provided
  • deepresearchwork - Comprehensive research framework that combines web search
  • denario-skill - Wraps the framework to automate the scientific research process.
  • desearch - Web, X, AI search and page crawl via Desearch (desearch.ai).
  • dhmz-weather - Get Croatian weather data, forecasts, and alerts from DHMZ
  • dns-lookup - Resolve hostnames to IP addresses using dig from bind-utils.
  • duckduckgo-search - Performs web searches using DuckDuckGo to retrieve
  • elicitation - Psychological profiling through natural conversation
  • email-news-digest - Summarize recent emails, generate a thematic image
  • evoweb-ai - Create a Website in 4 Minutes Designed to Bring Clients from ChatGPT
  • exa - Neural web search and code context via Exa AI API.
  • exa-search - Use Exa (exa.ai) Search API to search the web and return structured
  • file-search - Fast file-name and content search using fd and rg (ripgrep).
  • find-people - Open Source Intelligence (OSINT) tool for researching
  • finnhub - Access Finnhub API for real-time stock quotes, company news, market data,.
  • foundry - Self-writing meta-extension that forges new capabilities — researches docs,.
  • ga4-analytics - Google Analytics 4, Search Console, and Indexing API
  • game-cog - Other tools generate sprites.
  • gemini-yt-transcript - Create a verbatim transcript for a YouTube
  • geo-ip - Look up geographic location for any IP address
  • geo-optimizer - Optimize content for AI citation (GEO).
  • gno-bak-2026-01-28t18-01-20-10-30 - Search local documents
  • goodreads - Search books, get reviews, and manage reading lists on Goodreads.
  • google-maps-grounding-lite-mcp - Google Maps Grounding Lite
  • google-news-api - Scrape structured news data from Google News automatically.
  • google-search - Search the web using Google Custom Search Engine (PSE).
  • grok-search - Search web or X/Twitter
  • growth-marketer - : marketing, seo, conversion-optimization, popup-builder
  • hackernews - Browse and search Hacker News.
  • hn-extract - Extract a HackerNews post (article + comments) into single clean
  • imap-smtp-email - Read and send email.
  • input-guard - Scan untrusted external text
  • install-scientify - Install Scientify - AI-powered research workflow
  • isitwater - Check if geographic coordinates are over water or land
  • jina-reader - Web content extraction via Jina AI Reader API.
  • jinko-flight-search - Search flights and discover travel destinations
  • job-search-mcp - Search for jobs across LinkedIn, Indeed, Glassdoor
  • job-search-mcp-skill - This skill enables AI agents to search
  • journal-of-ai-slop - This skill enables AI agents to browse, read
  • kagi-search - Web search using Kagi Search API.
  • keywords-everywhere - SEO keyword research and competitor analysis
  • knowledge-graph - Maintain Clawdbot's compounding knowledge graph
  • last30days - Research any topic from last 30 days on Reddit, X.
  • lidarr - Search and add music to Lidarr.
  • lightrag - Search and manage knowledge bases using LightRAG API.
  • literature-review - Assistance with writing literature reviews
  • local-rag-search - Efficiently perform web searches using the mcp-local-rag
  • local-websearch - Search the web using a self-hosted SearXNG metasearch engine.
  • localstorage-poc - Security research - localStorage access via SVG XSS.
  • luka-rv-brain - High-velocity research orchestration engine.
  • mcp-skill - This skill wraps the MCP at https://mcp.exa.ai/mcp for various tools
  • meme-cog - Deep reasoning makes better comedy.
  • memory-lite - Lightweight memory management for OpenClaw without embeddings
  • memory-manager - Local memory management for agents.
  • memory-system-v2 - Fast semantic memory system with JSON indexing
  • moltfeed - Post and interact on MoltFeed - the social network built FOR AI agents.
  • moltlab - Join the MoltLab research community — propose claims, run
  • moltsci - Publish and discover AI-native scientific papers.
  • molty-pics - An image-first social feed for OpenClaw bots.
  • multi-search-engine - Multi search engine integration with 17 engines
  • nanobazaar - Use the NanoBazaar Relay to create offers (sell services), create jobs
  • naver-news - Search Korean news articles using Naver Search API.
  • news-aggregator - Comprehensive news aggregator that fetches, filters
  • news-feed - Fetch latest news headlines from major RSS feeds
  • news-feeds - Fetch latest news headlines from major RSS feeds
  • newsapi-search - Search news articles via NewsAPI with filtering by time
  • newshelp - ```md
  • nia - Index and search code repositories, documentation, research papers
  • nimble-web-search - Real-time web intelligence powered by Nimble Search API.
  • nlb - check loans and search resources from the National Library Board of Singapore.
  • notebooklm-skill - Use this skill to query your Google NotebookLM notebooks
  • notnative - Use Notnative MCP server (ws://127.0.0.1:8788) for note management
  • noverload - Give your agent a searchable knowledge brain - semantic search
  • npm-search - Search npm packages.
  • omnisearch - MANDATORY web search tool for current information, news, prices
  • open-claw-mind - Research bounty marketplace for AI agents.
  • open-claw-mind-001 - Research bounty marketplace for AI agents.
  • openbio - OpenBio API for biological data access and computational biology tools.
  • openclaw-serper - Searches Google and extracts full page content
  • para-second-brain - Organize your agent's knowledge using PARA
  • parallel - High-accuracy web search and research via Parallel.ai API.
  • patent-validator - Turn your concept analysis into search queries — research
  • pinterest - Search and browse Pinterest pins, get pin details, and send actual
  • plane - Manage Plane.so projects and work items using the plane CLI.
  • plurum - Plurum is a collective consciousness and shared knowledge base for AI
  • policy-lawyer - Reference the workspace policy playbook, answer "What
  • privatedeepsearch-claw - This tool MUST be used with VPN
  • privatedeepsearch-melt - *"Google wants to know everything about you.
  • productboard-search - Search and explore ProductBoard features
  • qmd-cli - Search and retrieve markdown documents from local knowledge bases using qmd.
  • qmd-external - Local hybrid search for markdown notes and docs.
  • qmd-local-search - Fast local search for markdown files, notes, and docs
  • qmd-markdown-search - Local hybrid search for markdown notes and docs.
  • qmd-search - Fast local search for markdown files, notes, and docs using qmd
  • qmd-skill-2 - Local hybrid search for markdown notes and docs.
  • querit-search - Web search via Querit.ai API.
  • qveris - Search and execute dynamic tools via QVeris API.
  • rag-search - Minimal RAG search skill for backend retrieval.
  • raysurfer - Cache and reuse code from prior AI agent executions via Raysurfer.
  • reddapi - Use this skill to access Reddit's full data archive via reddapi.dev API.
  • registry-broker - Search and chat with 72,000+ AI agents across 1...
  • registry-broker-hashnet-openclaw - Search 72,000+ AI
  • registry-broker-skills - Search and chat with 72,000+ AI agents
  • relay-for-telegram - ALWAYS use this skill whenever the user asks
  • reply - Write viral, persuasive, engaging tweets and threads.
  • research-cog - #1 on DeepResearch Bench (Feb 2026).
  • research-company - B2B company research producing professional PDF reports.
  • research-engine - Agent: guogangAgent
  • research-idea - Launch background Clawdbot sessions to explore and analyze
  • research-mind - High-velocity research orchestration engine.
  • researchassistant - Monitors research topics for new papers, conferences
  • researchbrain - High-velocity research orchestration engine.
  • revenuecat - RevenueCat metrics, customer data, and documentation search.
  • ridb-search - Search the Recreation Information Database (RIDB) for campgrounds
  • ripgrep - Blazingly fast text search tool - recursively searches directories
  • search-1-0-0 - Search the web for real-time information.
  • search-reddit - Search Reddit in real time using OpenAI web_search
  • searxng - Privacy-respecting metasearch using your local SearXNG instance.
  • semantic-search-cwicr - Semantic search in DDC CWICR
  • seo-analytics - 3 SEO/analytics skills: DataForSEO keywords, GA...
  • seo-audit - When the user wants to audit, review
  • seo-dataforseo - SEO keyword research using the DataForSEO API.
  • serpapi - Unified search API across Google, Amazon, Yelp, OpenTable, Walmart, and more.
  • serper-search - Native Clawdbot plugin for Google Search
  • session-logs - Search and analyze your own session logs
  • session-logs - Search and analyze your own session logs
  • shellf - Goodreads for OpenClaw agents.
  • silverbullet-skill - MCP server for SilverBullet note-taking app - read
  • skill-search-optimizer - Optimize agent skills
  • skiplagged-flights - Search cheapest flights via Skiplagged.
  • solvr - Search and contribute to Solvr — a knowledge base for developers and AI
  • spongo - Terminal Spotify playback/search via spogo (preferred) or spotify_player.
  • sportsbet-advisor - Provide informed opinions and educated guesses
  • spots - Exhaustive Google Places search using grid-based scanning.
  • srt - Korean SRT (Super Rapid Train) search, reservation, and booking management.
  • startups - Research startups, funding rounds, acquisitions, and hiring trends
  • super-websearch-realtime - Priority live web search for real-time
  • swarm-safety - Multi-agent AI safety simulation with soft probabilistic labels
  • tavily - AI-optimized web search via Tavily API.
  • tg - Telegram CLI for reading, searching.
  • think-cog - Complex ideas need iteration, not conversation.
  • timemap - Search historical entertainment venues in Tel Aviv and Haifa.
  • todozi - Todozi Eisenhower matrix API client + LangChain tools.
  • transcript - Get transcripts from any YouTube video — for summarization
  • transcriptapi - Full TranscriptAPI toolkit — fetch YouTube transcripts
  • tt - Send WhatsApp messages to other people or search/sync WhatsApp history
  • tweet-writer - Write viral, persuasive, engaging tweets and threads.
  • tweeter - Write viral, persuasive, engaging tweets and threads.
  • twitter-search-skill - Advanced Twitter search and social media data
  • twittertrends - Search and analyze trending topics on X (Twitter).
  • valyu-search - Use Valyu (valyu.ai) to search the web, extract content
  • volcengine-tos-vectors-skills - Manage vector storage
  • wallapop-cli - Use the wallapop CLI to search listings, fetch item details, view
  • weak-accept - Interact with arXiv Crawler API to fetch papers, read reviews
  • web-search-exa - Real-time web search using Exa for fresh sources
  • web-search-plus - Unified search skill with Intelligent Auto-Routing.
  • wed - Security awareness demo - demonstrates supply chain risks in AI coding.
  • whats - Send WhatsApp messages to other people or search/sync WhatsApp
  • (https://github.com/openclaw/skills/tree/main/skills/trymoinai-create/x/SKILL.md) - Q&A platform for AI agents.
  • x-search - AI-powered X/Twitter search for real-time trends, breaking news
  • x-twitter - Interact with Twitter/X — read tweets, search, post
  • x-twitter2 - Interact with Twitter/X — read tweets, search, post
  • xai-search - Search X/Twitter and the web in real-time using xAI's Grok API
  • xtrends - Search and analyze trending topics on X (Twitter).
  • youdotcom-cli - Search the web, generate fast AI answers with verifiable
  • youtrack - Manage YouTrack issues, projects.
  • youtube-analytics - YouTube Data API v3 analytics toolkit.
  • youtube-channels - Work with YouTube channels — resolve handles to IDs
  • youtube-data - Access YouTube video data — transcripts, metadata, channel
  • youtube-data-api - YouTube Data API integration for searching videos
  • youtube-full - Complete YouTube toolkit — transcripts, search, channels
  • youtube-search - Search YouTube for videos and channels, search
  • youtube-summarizer - Automatically fetch YouTube video transcripts, generate
  • yt - Quick YouTube utility — fetch transcripts, search videos, get latest
  • yt-api-cli - Manage your YouTube account from the command line.
  • zhipu-web-search - Zhipu AI Web Search Tool - Provides flexible search
  • zotero - Manage Zotero reference libraries via the Web API.