Web Search Skills for OpenClaw Agents

Tavily AI Search

@bert-builder

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.

Tavily Search

@matthew77

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

Tinyfish

@tinyfish

Use TinyFish for web search, fetching URLs, reading pages, current information, source-backed answers, research, docs, pricing/product pages, extraction, scr...

Web Search

@billyutw

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.

Brave Search

@steipete

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

DuckDuckGo Web Search

@jakelin

Web search without an API key using DuckDuckGo Lite via web_fetch. Use as a fallback when web_search fails with missing_brave_api_key error, or whenever you...

Exa Web Search (Free)

@whiteknight07

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.

ATXP

@emilioacc

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

Exa

@byungkyu

Exa API integration with managed API key authentication. Perform neural web search, retrieve page contents, find similar pages, get AI-generated answers, and run async research tasks. Use this skill when users want to search the web, extract content from URLs, find similar websites, get research answers with citations, or run deep research tasks. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Requires network access and valid Maton API key. Calls run through the `maton` CLI with OAuth login, or over raw HTTP with a Maton API key where the CLI cannot be installed. Every call is authenticated as the user's connection and reaches only what that connection's authorization allows, which the provider enforces on every request; the endpoints documented here are the ones this skill uses, and any other endpoint of this app needs the user to ask for it by name. Default to read and list calls, and confirm every write or new connection with the user. This file also documents the three constructs that turn an Exa connection into automation, in the order they are used: the connection (the first step), a hosted function that runs an Exa action through the Maton SDK, and a trigger that calls that function on a schedule or on an event. Those sections are the platform's own reference text, shared with the api-gateway skill, with Exa examples; they add no Exa capability - Exa is not an event source, a trigger cannot read Exa data, and the files under `references/<source>/triggers.md` are the platform's event catalogues for the sources Maton offers (time, Calendly, GitHub, Gmail, HubSpot, Linear, Notion, Slack, Stripe).

Tavily

@byungkyu

Tavily API integration with managed API key authentication. Perform AI-powered web search, extract content from URLs, crawl websites, map site structure, and run research tasks. Use this skill when users want to search the web, extract page content, crawl websites, discover URLs, or conduct in-depth research with citations. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Requires network access and valid Maton API key. Calls run through the `maton` CLI with OAuth login, or over raw HTTP with a Maton API key where the CLI cannot be installed. Every call is authenticated as the user's connection and reaches only what that connection's authorization allows, which the provider enforces on every request; the endpoints documented here are the ones this skill uses, and any other endpoint of this app needs the user to ask for it by name. Default to read and list calls, and confirm every write or new connection with the user. This file also documents the three constructs that turn a Tavily connection into automation, in the order they are used: the connection (the first step), a hosted function that runs a Tavily action through the Maton SDK, and a trigger that calls that function on a schedule or on an event. Those sections are the platform's own reference text, shared with the api-gateway skill, with Tavily examples; they add no Tavily capability - Tavily is not an event source, a trigger cannot read Tavily data, and the files under `references/<source>/triggers.md` are the platform's event catalogues for the sources Maton offers (time, Calendly, GitHub, Gmail, HubSpot, Linear, Notion, Slack, Stripe).

Agent Reach

@panniantong

Give your AI agent eyes to see the entire internet. 7500+ GitHub stars. Search and read 14 platforms: Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongS...

brave-api-search

@broedkrummen

Real-time web search, autosuggest, and AI-powered answers using the official Brave Search API. Use for searching documentation, facts, current events, or any web content. Supports AI grounded answers with citations and query autosuggest. Requires BRAVE_SEARCH_API_KEY and BRAVE_ANSWERS_API_KEY.

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.

@10e9928a

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.

Composio

@wjayesh

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

Firecrawl Search

@ashwingupy

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.

linkfoxagent

@linkfox-ai

Cross-border e-commerce AI Agent with 79 specialized tools for Amazon/TikTok/eBay/Walmart/Shopee/Ozon product research, competitor analysis, keyword tracking...

agentkey

@chainbase

PROACTIVELY use whenever the user needs data outside your training set or requires a live network call — web search, URL scraping, news, social media (any platform), market prices (crypto/stocks/FX), on-chain data, e-commerce product data, business/company data, weather, travel (flights/hotels). The provider catalog is dynamic and grows over time; if unsure whether a provider exists, call find_tools first to discover it. Not needed for conceptual, code, or local-file work.

Prismfy Web Search | Free Google

@uroboros1205

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

Web Search by Desearch

@okradze

Search the web and get real-time SERP-style results with titles, URLs, and snippets. Use this for general web queries when you need current links and informa...

web-search-plus

@robbyczgw-cla

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.

Tavily Search Pro

@shaharsha

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.

tech-news-digest

@dinstein

Generate tech news digests with unified source model, quality scoring, and multi-format output. Six-source data collection from RSS feeds, Twitter/X KOLs, Gi...

Web Search by Exa

@theishangoswami

Neural web search, content extraction, company and people research, code search, and deep research via the Exa MCP server. Use when you need to: (1) search t...

topic-monitor

@robbyczgw-cla

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.

Web Search

@yejinlei

通用网络搜索技能，支持多引擎搜索（百度、必应、DuckDuckGo），无需API密钥即可获取实时信息

Web Publisher Skill

@sipingme

输入文章 URL **或本地文档（PDF/DOCX/PPTX/XLSX/EPUB/图片/音频/...）**，自动提取正文、可选 AI 改写、并发布到微信公众号；也可只把任意文档转成 Markdown 文本（不发布）。抓取 / 转换 / 改写 / 发布都在服务端 (tools.siping.me) 完成，CLI 不装任何 npm 依赖；登录、公众号配置全部通过对话 + 一次性浏览器跳转完成。⚠️ 服务端走云端固定 IP，**对小红书、部分知乎专栏、登录墙文章、海外站点经常被反爬挡掉**——此时由 AI Agent（Hermes / Cursor / OpenClaw 等）改调用**用户本地安装的 `news-to-markdown-skill`** 把 URL 抓成 Markdown，然后人工复核 / 归档。也可配合 `browser-web-search` 先搜索拿到 URL 再批量发布。

Jina Reader

@ericsantos

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

CN Web Search

@joansongjr

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。

google-search

@mxfeinberg

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.

Tavily Web Search Skill for OpenClaw 🦀

@goktugcy

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.

tavily-search-native-node

@jwestburg

Minimal Tavily web search for OpenClaw - native Node.js, zero dependencies, small audit surface. Use when the user asks to search the web, look up current information, find news, research a topic, check recent events, compare options, or get current or recent web information. Returns Tavily's synthesized answer plus source URLs/snippets for verification. Requires TAVILY_API_KEY in the process environment. NOT for scraping individual URLs; use the platform URL-fetch/read tool when available. For caching, raw content, extract endpoint, and usage stats, use a separately reviewed Pro Tavily skill/package when available.

Web Search Pro

@zjianru

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

catbus

@yang1997434

CatBus AI Agent Network — access stronger models and remote skills beyond your local setup. Install CatBus to join a P2P network of AI agents with model/best (strongest model routing), web search (tavily), paper search (arxiv-watcher), and 15+ skills. Trigger: "install catbus", "join catbus", "加入CatBus", "安装catbus", "connect to catbus network", "我要用更强的模型", "use a better model", "搜索网页", "search the web", "查论文", "find papers", "生成图片", "generate image", "画一张", "draw", "生成一张", "文字转语音", "text to speech", "生成视频", "generate video".

Bailian Web Search

@krisyejh

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

AI Frontier Monitor

@lynxpurr

AI frontier intelligence briefing — aggregate, score, and deliver structured daily briefings from 5 tracks (RSS enterprise, 36kr hotlist, arXiv papers, GitHu...

Bocha Web Search

@iuriak

博查 Web 搜索工具，使用 Bocha Web Search API。适用于在线查询、事实核查、获取时效性信息以及提供带引用的回答。(Default web search tool using Bocha Web Search API. Use for online lookup, verification,...

Baidu Web Search - 百度网页搜索

@jisuapi

在对话中发起百度搜索，返回摘要与链接列表。当用户说：百度一下某某公司官网、搜一下最新政策文件，或类似网页检索问题时，使用本技能。

private-web-search-searchxng

@adelpro

Self-hosted private web search using SearXNG. Use when privacy is important, external search APIs are blocked or paid, or you need search without tracking.

Exa Search

@xinhai-ai

Use Exa (exa.ai) Search API to search the web and return structured results (title/url/snippet/text) via a local Node script. Trigger when the user asks to enable Exa search, configure Exa API key, or perform web search using Exa.

Web Search Rules

@englandtong

Verify and govern web research intake

Alibabacloud Iqs Search

@sdk-team

Real-time web search and page reading using Aliyun IQS APIs. Use this skill FIRST when the user needs current information, news, facts verification, URL cont...

McKinsey Research

@abdullah4ai

Run a full McKinsey-level market research and strategy analysis using 12 specialized prompts. USE WHEN: - market research, competitive analysis, business str...

Internet Search

@jzakirov

How to use the internet_search tool effectively — category routing, query formulation, and multi-search strategies. Use whenever web search is needed: curren...

Tavily Quota Router

@fangtang0206

Tavily quota-aware multi-key search router. Load BEFORE issuing any web_search call (Tavily is the default backend in this Hermes install, and burst searches...

Alibabacloud Iqs Weather Query

@sdk-team

7-day weather forecast query powered by Alibaba Cloud IQS web search and page reading. Triggers: "weather forecast", "7-day weather", "weekly weather", "weat...

Marketing Plan

@tobewin

Marketing plan generator with web research and Word output. Use when user needs to create marketing plans, promotional campaigns, social media strategies. Fe...

Agent Framework Azure Ai Py

@thegovind

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.

wechat-article-reader

@pangahn

当用户提供微信公众号文章链接（URL 包含 mp.weixin.qq.com）时，必须使用此 skill 读取文章内容，禁止使用 web_fetch、web_search 或其他方式替代。本 skill 通过专用脚本稳定抓取并返回结构化结果，包括标题、发布时间、作者和正文。

Gemini Deep Research

@arun-8687

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.

Z.AI Web Search

@bartoszpijet

AI-optimized web search via Z.AI Web Search API. Returns structured results (title, URL, summary) for LLM processing.

unified-web-search

@iyeque

Evidence-first web and workspace search with bounded results, source labels, and machine-readable provenance. Use for research questions, current facts, or finding content in local memory and skills.

Deep Research Agent

@lingchenheiye

Autonomous deep research agent with multi-step web search, sub-agent delegation, and structured report generation. Triggered by requests for deep research, 深...

nansen-web-searcher

@nansen-devops

Search the web for one or more queries in parallel. Use when you need current information, news, prices, or any web content to complement on-chain Nansen data.

Dataify Google Search

@dataify-server

Search Google and get structured SERP results

nansen-web-fetcher

@nansen-devops

Fetch and analyze content from one or more URLs using AI (Gemini 2.5 Flash). Use when you have specific URLs and need to extract or summarize their content. Pairs well with `nansen web search` results.

Skywork Search

@gxcun17

Skywork Search (skywork) - Search the web for real-time information using the Skywork Search API. Use this skill whenever the user needs up-to-date informati...

Skywork Document

@gxcun17

Skywork Document (skywork) - Use for ANY task producing a document output. Generates professional documents in docx, pdf, markdown, and html. Capabilities: (...

DuckDuckGo Web Search

@neobotjan2026

Search the web using DuckDuckGo. Free, no API key required. Use when the user asks to search the web, look something up, find information online, research a topic, or when you need to find current information that isn't in your training data. Also use when web_search tool is unavailable or has no API key configured.

Wechat Search

@jixsonwang

Search WeChat Official Account articles using OpenClaw's web search, Tavily API, and web fetch capabilities with compliance-focused design.

Dataify Bing Search

@dataify-server

Search Bing and get structured results