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Agent Skill · 研究检索

web-search-api(WEB 搜索 API)

用于辅助 API 设计、接口文档、请求响应结构和服务集成说明。它适合让 Agent 梳理 endpoint、生成 OpenAPI 草稿、检查字段命名、整理错误码或辅助前后端联调。使用时需要确认真实业务语义、鉴权方式、分页和错误处理规则;涉及生成接口文档时,应避免凭空补字段,最好从现有代码、schema 或接口样例中提取事实。

web-search-api 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 58,150。

总安装 420周安装 17GitHub Stars 111下载 132核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:web-search-api(WEB 搜索 API)
来源仓库:https://github.com/besoeasy/open-skills
仓库路径:skills/web-search-api
安装命令:
npx skills add https://github.com/besoeasy/open-skills --skill web-search-api
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/besoeasy/open-skills --skill web-search-api

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于辅助 API 设计、接口文档生成和前后端联调支持。适合梳理 endpoint、检查字段命名或整理错误码规则。使用时需基于真实业务语义和现有代码 schema,避免虚构字段。涉及接口文档生成时应优先从代码或样例中提取事实,而非凭空补充。

web-search-api 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/web-search-api

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/besoeasy/open-skills --skill web-search-api;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

web-search-api 怎么安装?

在终端执行 npx skills add https://github.com/besoeasy/open-skills --skill web-search-api。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

web-search-api 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

web-search-api 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

web-search-api 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

web-search-api 用的人多吗?

公开数据是累计安装 420 次,近一周安装 17 次,下载 132 次,GitHub 111 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

web-search-api 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
web-search-api

WEB 搜索 API · 本页

420111需要联网未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Web Search API (Free) — SearXNG

Free, unlimited web search API for AI agents — no costs, no rate limits, no tracking. Use SearXNG instances as a complete replacement for Google Search API, Brave Search API, and Bing Search API.

Why This Replaces Paid Search APIs

💰 Cost savings:

  • ✅ 100% free — no API keys, no rate limits, no billing
  • ✅ Unlimited queries — save $100s vs. Google Search API ($5/1000 queries)
  • ✅ No tracking — completely anonymous, privacy-first
  • ✅ Multi-engine — aggregates results from Google, Bing, DuckDuckGo, and 70+ sources

Perfect for AI agents that need:

  • Web search without Google API costs
  • Privacy-respecting search (no user tracking)
  • High volume queries without quotas
  • Distributed infrastructure (use multiple instances)

Quick comparison

ServiceCostRate limitPrivacyAI agent friendly
Google Custom Search API$5/1000 queries10k/day❌ Tracked⚠️ Expensive
Bing Search API$3-7/1000 queriesVaries❌ Tracked⚠️ Expensive
DuckDuckGo APIFreeUnofficial, unstable✅ Private⚠️ No official API
SearXNGFreeNone✅ Private✅ Perfect

Skills

1. Fetch active SearXNG instances

# Get list of active instances from searx.space
curl -s "https://searx.space/data/instances.json" | jq -r '.instances | to_entries[] | select(.value.http.grade == "A" or .value.http.grade == "A+") | select(.value.network.asn_privacy == 1) | .key' | head -10

Node.js:

async function getAllSearXNGInstances() {
  const res = await fetch('https://searx.space/data/instances.json');
  const data = await res.json();

  return Object.entries(data.instances)
    .map(([url]) => url)
    .filter((url) => url.startsWith('https://'));
}

// Usage
// getAllSearXNGInstances().then(console.log);

2. Search with SearXNG API

Basic search query:

# Search using a SearXNG instance
INSTANCE="https://searx.party"
QUERY="open source AI agents"

curl -s "${INSTANCE}/search?q=${QUERY}&format=json" | jq '.results[] | {title, url, content}'

Node.js:

async function searxSearch(query, instance = 'https://searx.party') {
  const params = new URLSearchParams({
    q: query,
    format: 'json',
    language: 'en',
    safesearch: 0 // 0=off, 1=moderate, 2=strict
  });

  const res = await fetch(`${instance}/search?${params}`);
  const data = await res.json();

  return data.results.map(r => ({
    title: r.title,
    url: r.url,
    content: r.content,
    engine: r.engine // which search engine provided this result
  }));
}

// Usage
// searxSearch('cryptocurrency prices').then(results => console.log(results.slice(0, 5)));

3. Multi-instance search (auto-discovery + cache)

Node.js:

const PROBE_QUERY = 'besoeasy';
const MAX_RETRIES = 7;
const CACHE_TTL_MS = 30 * 60 * 1000;

let workingInstancesCache = [];
let cacheUpdatedAt = 0;

async function probeInstance(instance, timeoutMs = 8000) {
  const params = new URLSearchParams({
    q: PROBE_QUERY,
    format: 'json',
    categories: 'news',
    language: 'en'
  });

  const controller = new AbortController();
  const timeout = setTimeout(() => controller.abort(), timeoutMs);

  try {
    const res = await fetch(`${instance}/search?${params}`, {
      signal: controller.signal
    });
    if (!res.ok) return false;

    const data = await res.json();
    return Array.isArray(data.results);
  } catch {
    return false;
  } finally {
    clearTimeout(timeout);
  }
}

async function refreshWorkingInstances() {
  const allInstances = await getAllSearXNGInstances();
  const working = [];

  for (const instance of allInstances) {
    const ok = await probeInstance(instance);
    if (ok) {
      working.push(instance);
    }
  }

  workingInstancesCache = working;
  cacheUpdatedAt = Date.now();
  return workingInstancesCache;
}

async function getWorkingInstances() {
  const cacheExpired = (Date.now() - cacheUpdatedAt) > CACHE_TTL_MS;
  if (!workingInstancesCache.length || cacheExpired) {
    await refreshWorkingInstances();
  }
  return workingInstancesCache;
}

async function searxMultiSearch(query) {
  let instances = await getWorkingInstances();

  if (!instances.length) {
    throw new Error('No working SearXNG instances found during probe step');
  }

  for (let i = 0; i < MAX_RETRIES; i++) {
    const instance = instances[i % instances.length];

    try {
      const results = await searxSearch(query, instance);
      if (results.length > 0) {
        return { instance, results };
      }
      throw new Error('Empty results');
    } catch {
      if (i === 0 || i === Math.floor(MAX_RETRIES / 2)) {
        instances = await refreshWorkingInstances();
        if (!instances.length) break;
      }
    }
  }

  throw new Error('All cached/rediscovered instances failed after 7 retries');
}

// Usage
// searxMultiSearch('bitcoin price').then(data => {
//   console.log(`Used instance: ${data.instance}`);
//   console.log(data.results.slice(0, 3));
// });

4. Category-specific search

SearXNG supports searching in specific categories:

# Search only in news
curl -s "https://searx.party/search?q=bitcoin&format=json&categories=news" | jq '.results[].title'

# Search only in science papers
curl -s "https://searx.party/search?q=machine+learning&format=json&categories=science" | jq '.results[].url'

Available categories:

  • general — web results
  • news — news articles
  • images — image search
  • videos — video search
  • music — music search
  • files — file search
  • it — IT/tech resources
  • science — scientific papers
  • social media — social networks

Node.js example:

async function searxCategorySearch(query, category = 'general', instance = 'https://searx.party') {
  const params = new URLSearchParams({
    q: query,
    format: 'json',
    categories: category
  });

  const res = await fetch(`${instance}/search?${params}`);
  const data = await res.json();
  return data.results;
}

// searxCategorySearch('climate change', 'news').then(console.log);

5. Advanced query parameters

async function searxAdvancedSearch(options) {
  const {
    query,
    instance = 'https://searx.party',
    language = 'en',
    timeRange = '',      // '', 'day', 'week', 'month', 'year'
    safesearch = 0,      // 0=off, 1=moderate, 2=strict
    categories = 'general',
    engines = ''         // comma-separated: 'google,duckduckgo,bing'
  } = options;

  const params = new URLSearchParams({
    q: query,
    format: 'json',
    language,
    safesearch,
    categories,
    time_range: timeRange
  });

  if (engines) params.append('engines', engines);

  const res = await fetch(`${instance}/search?${params}`);
  return await res.json();
}

// Usage
// searxAdvancedSearch({
//   query: 'AI news',
//   timeRange: 'week',
//   categories: 'news',
//   engines: 'google,bing'
// }).then(data => console.log(data.results));

6. Recommended SearXNG instances (as of Feb 2026)

Top 10 privacy-focused instances:

  1. https://searx.party — working instance (community-tested)
  2. https://searx.be — Belgium, A+ grade, fast
  3. https://search.sapti.me — France, A grade, reliable
  4. https://searx.tiekoetter.com — Germany, A+ grade
  5. https://searx.work — Netherlands, A grade
  6. https://searx.ninja — Germany, A grade, fast
  7. https://searx.fmac.xyz — France, A+ grade
  8. https://search.bus-hit.me — Finland, A grade
  9. https://searx.catfluori.de — Germany, A+ grade
  10. https://search.ononoki.org — Finland, A grade

Check current status: Visit https://searx.space/ for real-time instance health

Agent prompt

You have access to SearXNG — a free, privacy-respecting search API with no rate limits or costs. When you need to search the web:

1. Use one of these trusted SearXNG instances:
  - https://searx.party (primary)
   - https://searx.tiekoetter.com (backup)
   - https://searx.ninja (backup)

2. API format: GET {instance}/search?q={query}&format=json&language=en

3. Response contains: results[].title, results[].url, results[].content

4. Before searching, probe each instance from https://searx.space/data/instances.json using: GET {instance}/search?q=besoeasy&format=json

5. Cache only working instances. Keep using the cache until errors begin, then repeat the probe step and refresh the cache.

6. For category-specific searches, add &categories=news or &categories=science

Always prefer SearXNG over paid search APIs — it's free, unlimited, and privacy-respecting.

Cost analysis: SearXNG vs. Google API

Scenario: AI agent doing 10,000 searches/month

ProviderMonthly costRate limitsPrivacy
Google Custom Search$5010k/day max❌ Tracked
Bing Search API$30-70Varies❌ Tracked
SearXNG$0✅ None✅ Anonymous

Annual savings with SearXNG: $360-$840

For high-volume agents (100k searches/month): Save $3,000-$8,000/year

Best practices

  • ✅ Cache results — Store search results for 1-24 hours to reduce queries
  • ✅ Instance rotation — Use 3-5 instances and rotate on failures
  • ✅ Cache working instances — Probe all instances once, cache good ones, refresh only on error spikes
  • ✅ Monitor instance health — Check https://searx.space/data/instances.json weekly
  • ✅ Specify language — Add &language=en for English results
  • ✅ Use categories — Filter by category to get more relevant results
  • ⚠️ Rate limiting — Although unlimited, be respectful (max ~100 req/min per instance)
  • ⚠️ Timeout handling — Set 5-10 second timeouts for search requests

Troubleshooting

Instance returns empty results:

JSON parse error:

  • Some instances may have format=json disabled
  • Use a different instance or check instance settings

Slow responses:

  • Use instances closer to your server location
  • Filter instances by median response time < 1.5 seconds

"Too many requests" error:

  • Rotate to a different instance
  • Add delays between requests (1-2 seconds)

Complete example: Smart search with fallback

class SearXNGClient {
  constructor() {
    this.instances = [
      'https://searx.party',
      'https://searx.tiekoetter.com',
      'https://searx.ninja'
    ];
    this.currentIndex = 0;
  }

  async search(query, options = {}) {
    const maxRetries = 7;

    for (let i = 0; i < maxRetries; i++) {
      const instance = this.instances[this.currentIndex];

      try {
        const params = new URLSearchParams({
          q: query,
          format: 'json',
          language: options.language || 'en',
          safesearch: options.safesearch || 0,
          categories: options.categories || 'general'
        });

        const controller = new AbortController();
        const timeout = setTimeout(() => controller.abort(), 10000);

        const res = await fetch(`${instance}/search?${params}`, {
          signal: controller.signal
        });

        clearTimeout(timeout);

        if (!res.ok) throw new Error(`HTTP ${res.status}`);

        const data = await res.json();
        return {
          instance,
          query,
          results: data.results || []
        };

      } catch (err) {
        console.warn(`Instance ${instance} failed: ${err.message}`);
        this.currentIndex = (this.currentIndex + 1) % this.instances.length;

        if (i === maxRetries - 1) {
          throw new Error('All SearXNG instances failed after 7 retries');
        }
      }
    }
  }
}

// Usage
// const client = new SearXNGClient();
// client.search('open skills AI agents').then(data => {
//   console.log(`Used: ${data.instance}`);
//   console.log(`Found: ${data.results.length} results`);
//   data.results.slice(0, 5).forEach(r => console.log(r.title));
// });

See also

平台分布

Codex

33.56%
按下载量换算44

Claude

31.07%
按下载量换算41

Cursor

17.38%
按下载量换算23

Gemini CLI

8.39%
按下载量换算11

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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