search

io.clawhub.jacky1n7/openclaw-tavily-search

Search the public web through Tavily and return structured results with URLs and snippets. Use when an agent needs current information, source discovery, link lookup, news or finance search, or a fallback for unavailable built-in web search. Do not use for private or authenticated pages.

io.clawhub.ide-rea/baidu-search

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

io.clawhub.uroboros1205/prismfy-search

Default web search for OpenClaw. Search the web across 10 engines — Google, Reddit, GitHub, arXiv, Hacker News, and more — using Prismfy.

io.clawhub.nextfrontierbuilds/elite-longterm-memory

Ultimate AI agent memory system for Cursor, Claude, ChatGPT & Copilot. WAL protocol + vector search + git-notes + cloud backup. Never lose context again. Vibe-coding ready.

io.clawhub.steipete/brave-search

Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.

io.clawhub.matthew77/liang-tavily-search

Web search using Tavily's LLM-optimized API. Returns relevant results with content snippets, scores, and metadata.

io.clawhub.emilioacc/atxp

Access ATXP paid API tools for web search, AI image generation, music creation, video generation, X/Twitter search, email, and agent account management.

io.clawhub.bert-builder/tavily

AI-optimized web search using Tavily Search API. Use when you need comprehensive web research, current events lookup, domain-specific search, or AI-generated answer summaries. Tavily is optimized for LLM consumption with clean structured results, answer generation, and raw content extraction. Best for research tasks, news queries, fact-checking, and gathering authoritative sources.

io.clawhub.billyutw/web-search

This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.

io.clawhub.anysearch-ai/anysearch

Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.

io.clawhub.anysearch-ai/anysearch-mcp

Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.

io.clawhub.theishangoswami/web-search-exa

Neural web search, content extraction, company and people research, code search, and deep research via the Exa MCP server.

io.clawhub.jakelin/ddg-web-search

Web search without an API key using DuckDuckGo Lite via web_fetch.

io.clawhub.10e9928a/duckduckgo-search

Performs web searches using DuckDuckGo to retrieve real-time information from the internet. Use when the user needs to search for current events, documentation, tutorials, or any information that requires web search capabilities.

io.clawhub.whiteknight07/exa-web-search-free

Free AI search via Exa MCP. Web search for news/info, code search for docs/examples from GitHub/StackOverflow, company research for business intel. No API key needed.

io.clawhub.ivangdavila/market-research

Research markets with sizing, segmentation, competitor mapping, pricing checks, and demand validation that turn fuzzy ideas into decision-ready evidence.

io.clawhub.ashwingupy/firecrawl-search

Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.

io.clawhub.robbyczgw-cla/web-search-plus

Search the web and extract URLs with routing across Serper, Brave, Tavily, Querit, Linkup, Exa, Firecrawl, You.com, SearXNG, SerpBase, and Keenable. Returns ranked sources and page text; supports freshness filters and research across providers.

io.clawhub.abk234/searxng

Privacy-respecting metasearch using your local SearXNG instance. Search the web, images, news, and more without external API dependencies.

io.clawhub.panniantong/agent-reach

Give your AI agent eyes to see the entire internet. 7500+ GitHub stars.

io.clawhub.mxfeinberg/google-search

Search the web using Google Custom Search Engine (PSE). Use this when you need live information, documentation, or to research topics and the built-in web_search is unavailable.

io.clawhub.okradze/desearch-web-search

Search the web and get real-time SERP-style results with titles, URLs, and snippets.

io.clawhub.goktugcy/tavily-web-search-for-openclaw

use this when the user asks to search the web, look up recent information, check current events, gather online sources, or research a topic using tavily search.

io.clawhub.therohitdas/youtube-full

Use when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectures, expert discussions, product reviews, how-to guides, new product announcements, first looks, or anything where video content is fresher or richer than text search. Covers transcripts, video/channel search, channel browsing, playlists, and within-channel search. Not for uploads, account management, or written-source-only research.

io.clawhub.tankebuaa/web-browsing

Browse and summarize websites, extract content from URLs, search the web for information.

io.clawhub.dinstein/tech-news-digest

Generate tech news digests with unified source model, quality scoring, and multi-format output.

io.clawhub.broedkrummen/brave-api-search

Real-time web search, autosuggest, and AI-powered answers using the official Brave Search API.

io.clawhub.robbyczgw-cla/topic-monitor

Monitor topics of interest and proactively alert when important developments occur. Use when the user wants automated monitoring of specific subjects like product releases, news topics, technology updates, RSS/Atom feeds, or GitHub releases. Supports scheduled web search plus feed polling, boolean topic filters, AI importance scoring with sentiment tracking, smart alerts vs weekly digests, and memory-aware contextual summaries.

io.clawhub.shaharsha/tavily-search-pro

Tavily AI search platform with 5 modes: Search (web/news/finance), Extract (URL content), Crawl (website crawling), Map (sitemap discovery), and Research (deep research with citations). Use for: web search with LLM answers, content extraction, site crawling, deep research.

io.clawhub.arun-8687/gemini-deep-research

Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market research, or comprehensive technical investigations that benefit from systematic web search and analysis.

io.clawhub.ericsantos/jina-reader

Web content extraction via Jina AI Reader API. Three modes: read (URL to markdown), search (web search + full content), ground (fact-checking).

io.clawhub.liranudi/web-pilot

Search the web and read page contents without API keys.

io.clawhub.1kalin/market-research-agent

Conduct structured market research on any industry, competitor, or opportunity. Analyze market size, trends, competitors, and customer segments with a proven framework.

io.clawhub.joansongjr/cn-web-search

中文网页搜索 - 聚合 28 个免费搜索引擎，无需 API Key，纯网页抓取，支持公众号/财经/技术/学术/知识/美股/宏观/Pre-IPO搜索。

io.clawhub.mes28io/local-web-search-skill

Free local web search via DuckDuckGo HTML scraping with no API key.

io.clawhub.tylordius/tavily-tool

Use Tavily web search/discovery to find URLs/sources, do lead research, gather up-to-date links, or produce a cited summary from web results.

io.clawhub.simlocker/mcp-skill

Provides access to MCP tools for web search, advanced search, code context, deep research, crawling, company research, and LinkedIn search.

io.clawhub.zuiho-kai/memory-qdrant

Local semantic memory with Qdrant and Transformers.js. Store, search, and recall conversation context using vector embeddings (fully local, no API keys).

io.clawhub.wjayesh/composio

Connect your AI agent to 500+ apps for discovering tools, managing connections, and executing actions across Gmail, Slack, GitHub, Notion, Google Workspace.

io.clawhub.krisyejh/bailian-web-search

AI-optimized web search via Bailian(Alibaba ModelStdio) API. Returns multisourced, concise web search results for LLMs.

io.clawhub.liuhean2021/baidu-web-search

Use Baidu Qianfan web search API for real-time web retrieval.

io.clawhub.jernejcicorbin-hub/contact-discovery

Find public contact details for a person or company using Prismfy-powered web search.

io.clawhub.zjianru/web-search-pro

Agent-first web search and retrieval for live web search, news search, docs lookup, code lookup, company research, site crawl, site map.

io.clawhub.jdrhyne/google-ads

Query, audit, and optimize Google Ads campaigns. Use an attached browser or the Google Ads API for campaign, keyword, budget, conversion-tracking, and wasted-spend analysis, or when the user explicitly requests a reviewed account change. Defaults to read-only reporting; account mutations require a bounded preview and action-time approval.

io.clawhub.ytthuan/super-websearch-realtime

Priority live web search for real-time information

io.clawhub.fardeenxyz/exa

Neural web search and code context via Exa AI API. Requires EXA_API_KEY. Use for finding documentation, code examples, research papers, or company info.

io.clawhub.cellcog/deep-research-cellcog

AI deep research powered by CellCog. Market research, competitive analysis, investment research, academic research, due diligence, literature reviews with citations, financial analysis, crypto research, news intelligence. Multi-source synthesis across hundreds of sources. #1 on DeepResearch Bench (Apr 2026).

io.clawhub.dowands/reddit-insights

Search and analyze Reddit content using semantic AI search via reddapi.dev HTTP API.