Vera

ae.waggle由 waggle.ae 发布官方发布者v0.2.0更新于 Oct 26, 2026

Scrape, search and extract the public web. 3,000 free credits at https://vera.waggle.ae/signup

发布方自己的服务:Fenlight

已验证Streamable HTTP可网页运行网页搜索与抓取数据与分析商业与电商

概览

AI 生成的概览

Vera 是一个远程网页数据 MCP 服务器,让助手抓取页面、执行 Google 搜索,并提取联系方式、商品、本地商家与 SEO/AI 搜索洞察。

可以做什么
  • 抓取并读取公开网页,包括需 JavaScript 渲染的页面,返回正文、链接、元数据与质量评分
  • 在网页、新闻与视频中执行 Google 搜索,含答案框、相关问题与相关搜索
  • 提取页面公开的联系方式、商品与报价数据、站点地图,以及 Google 本地商家与购物结果
  • 审计页面的技术 SEO 与 AI 搜索就绪度,并梳理公司简介与搜索结果足迹
  • 研究关键词、社区讨论帖,以及 AI 助手回答中是否提及某品牌
适用场景
适合需要实时公开网页数据的场景:竞品与 SEO 调研、联系人或线索发现、商品与价格查询、本地商家信息,或查看品牌在 Google 与 AI 回答中的呈现。它是按积分计费的付费服务,更适合持续性调研而非一次性查询。
运行要求
远程 streamable HTTP 端点,无需本地安装包。需要 Vera API 密钥,以 Bearer 令牌放在 Authorization 请求头中,可在注册时创建并获得 3,000 免费积分。需要能访问该端点的网络。
安装前请注意
所有工具都会消耗积分(例如每次搜索 7 积分、YouTube 字幕每开始一分钟 6 积分、每读取一页 1 积分),部分调用会预先冻结最高费用,免费积分用完后会产生真实支出。API 密钥属于机密,应避免写入共享配置。抓取的页面内容与查询会发送给第三方服务,且提取到的联系方式未经核实。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Vera,将其添加到工作区。
  2. 连接 Authorization token 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/ae.waggle%2Fvera/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "vera": {
      "type": "http",
      "url": "https://vera.waggle.ae/v1/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

工具

16

scrape

Read a web page

Read one public web page and return its content: the main text (as Markdown with response_format="markdown"), links, metadata and a quality score, plus the raw HTML if you ask (return_html). Set render=true for pages that build their content with JavaScript, or mode="auto" to render only when a plain fetch comes back empty. extract pulls named fields out with CSS selectors. Costs 1 credit for a plain fetch and 5 credits when the page is rendered; with return_html a plain fetch costs 1 credit for each started 400 KB of HTML returned, at most 5. A failed call costs nothing. Pages that disallow automated access or need a login cannot be read.

输入参数url必填moderendercountryextractwait_msmax_costwait_forreturn_htmlidempotency_keyresponse_formatmin_quality_score

extract_contacts

Find contact details on a page

Read one public page and return the contact details it publishes: email addresses, phone numbers, social profile links and links to contact pages, each with where it was found. Published details are not verified, and linked pages are not followed (call this tool again for one). Costs 1 credit; a failed call costs nothing.

输入参数url必填idempotency_key

extract_products

Read product data from a page

Read one public product page and return the product data it publishes in its structured markup: name, brand, SKU or GTIN, and offers with price, currency and availability. Prices are what the page states, never guessed. Set marketplace to amazon, walmart or shopee for those product pages; these parsers are best-effort and large marketplaces often block automated requests. Costs 1 credit; a failed call costs nothing.

输入参数url必填marketplaceidempotency_key

youtube_transcript

Transcribe a YouTube video

Return the transcript of one public YouTube video as text. Costs 6 credits per started minute of video (a 10-minute video costs 60), up to 45 minutes. A video that cannot be transcribed, or any failure, costs nothing.

输入参数url必填idempotency_key

company_profile

Profile a company from its website

Given a company's domain, read its homepage and up to 3 standard pages (about, contact, team) and return a profile: name, description, logo, address, founding date, emails, phones and social links, as the company publishes them. Costs 1 credit for each page read, at most 5 credits (that many are held while it runs and the unused ones are given back); a failed call costs nothing.

输入参数domain必填idempotency_key

sitemap

List a site's pages from its sitemap

Read a site's sitemap.xml (or a sitemap index) and return the page addresses it lists, up to limit (100 by default), optionally only those containing some text. Costs 1 credit; a failed call costs nothing.

输入参数url必填limitfilter_patternidempotency_key

seo_audit

Audit a page's SEO

Audit one public page's technical SEO and how ready it is for AI search: title, description, canonical, robots and indexing directives, headings, links, images, structured data and a score. Costs 1 credit, or 5 credits with render=true (audited after its JavaScript runs); a failed call costs nothing.

输入参数url必填rendercountryidempotency_key

google_serp

Google Search Results

Execute a full Google SERP search query with strict Google provenance (depth 10 to 100). Returns verified Google organic results with classification tagging (forums, video, ecommerce) and the results page's features (AI Overview, PAA, Knowledge Graph). The local pack and shopping are add-ons: set local_pack and/or shopping to true to include them. A result searched in the last 24 hours is served from the cache at a lower price; set fresh to true to search live. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数glhldepthfreshquery必填locationshoppinglocal_packidempotency_key

find_discussion_candidates

Forum and Discussion Finder

Search Google and filter organic results (positions 1-100) specifically for community discussions and forum threads (Reddit, Quora, HackerNews, StackExchange, niche forums). Ideal for sentiment analysis, user discussions, and customer problem discovery. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数glhldepthfreshquery必填locationidempotency_key

extract_local_places

Google Local Places

Extract Google Local Pack (3-pack) and Google Places listings for local queries. Returns place_id/cid, title, rating, review count, address, latitude/longitude, category, phone, and website. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数glhlfreshquery必填locationidempotency_key

extract_shopping_results

Google Shopping Results

Extract Google Shopping carousel listings for e-commerce and product queries. Returns product title, price, currency, merchant, rating, reviews, image URL, link, and product ID. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数glhlfreshquery必填locationidempotency_key

geo_citation_radar

GEO Citation Radar

Run GEO Citation & Injection Radar for a topic query and brand. Calculates citation probability score (0-100), identifies high-impact Reddit/Quora threads with injection playbooks, extracts listicle PR outreach targets with Vera contacts payload, discovers AEO question gaps from PAA, and produces an LLM-ready markdown injection brief. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数glhlbranddepthfreshquery必填domainenginelocationidempotency_key

company_serp_footprint

Company Search Footprint

Audit a company's SERP digital footprint, brand reputation, owned domains, and entity profiles. Separates owned web properties, social/entity profiles (Wikipedia, LinkedIn, Instagram, Crunchbase), Google Maps locations, third-party mentions, and customer brand questions (PAA). The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数glhldepthfreshdomaincompany必填locationidempotency_key

keyword_ideas

Keyword Ideas

Keyword ideas for a seed keyword from Google autocomplete (the seed plus question words or the alphabet), People Also Ask and related searches, cleaned and de-duplicated. Each idea carries its sources and an intent label (question, comparison, commercial, local, informational). Works in Arabic. Ideas only: no search volumes. Charged for the results page (7 credits live, 1 from your cache) plus 7 credits for each autocomplete call that returns suggestions, so at most 14 credits for expand 'none', 70 for 'questions' (the default), 196 for 'alphabet' (210 for an Arabic seed) and 217 for 'all'; it stops early once `limit` ideas are found, which is 12. Set fresh to true to search the results page live; autocomplete is always live. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数glhlseed必填freshlimitexpandlocationlocation_codeidempotency_key

ai_answers

AI Answers and Brand Visibility

Put a buyer's question to an AI assistant that searches the live web, and see whether a brand and its competitors are named in the answer, in what rank, with the citations and cited domains behind it. The assistant is ChatGPT unless `engine` names claude, perplexity or gemini; an assistant the server has no key for answers not_configured and costs nothing. `samples` (1 to 5, default 1) asks the same question more than once, for a mention rate. Returns metrics per assistant, not the raw answers. Charged per call to the assistant at the price list in credits (see llms.txt), the same as POST /v1/ai/answers: the worst case is held first, only the calls made are charged, and a call where the assistant failed is charged nothing. Gemini, when it searches Google, is a base price plus a price for each distinct search query it runs (the model decides how many; up to 10 a call are held for, and a call is only made when that worst case fits in what is held): you are charged for the queries that ran. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

输入参数brand必填engineprompt必填countrysampleslanguagecompetitorsbrand_domainidempotency_key

版本历史

2
  1. v0.2.0最新Oct 21, 2026
  2. v0.1.0Oct 20, 2026

评分

已满足适用检查项的 83%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分

    请声明包含 README 的 GitHub 仓库,或在 OAuth 受保护资源元数据中提供 resource_documentation。

  • 许可证不适用

    托管服务按其提供方的条款使用,因此这里不要求许可证。此检查项不计入百分比。

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