Fenlight

ae.waggle由 waggle.ae 发布官方发布者v0.3.0更新于 Oct 24, 2026

Google search results, forum threads, local and shopping data, keyword ideas, AI answer tracking.

已验证Streamable HTTP可网页运行网页搜索与抓取

概览

AI 生成的概览

Fenlight 让助手获取 Google 搜索结果、论坛帖子、本地与购物数据、关键词建议以及 AI 回答追踪。

可以做什么
Fenlight 是一个远程 MCP 服务器,为助手提供搜索与市场调研数据。根据其注册表描述,它涵盖 Google 搜索结果、论坛帖子、本地与购物数据、关键词建议以及 AI 回答追踪。清单中没有列出具体工具,因此这里无法说明确切的调用方式。
适用场景
当助手需要搜索引擎结果、关键词研究、本地或购物列表、论坛讨论内容,或追踪 AI 生成的回答时,适合添加。它面向调研和营销类查询,而非通用文件或代码工作。
运行要求
远程 streamable HTTP 端点 Authorization 请求头,以 Bearer 令牌形式携带 Vera API 密钥。可在 vera.waggle.ae 创建密钥并获得 3,000 个免费额度。需要能访问该端点的网络。
安装前请注意
Authorization 请求头携带密钥,应作为凭据妥善保管,避免出现在日志或共享配置中。用量按额度计费,查询可能消耗有限的免费额度甚至付费额度。搜索查询及相关参数会发送到远程服务及其底层数据源。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Fenlight,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%2Ffenlight/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": {
    "fenlight": {
      "type": "http",
      "url": "https://fenlight.waggle.ae/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

工具

8

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.

输入参数glhldepthfreshquery必填locationshoppinglocal_pack

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.

输入参数glhldepthfreshquery必填location

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.

输入参数glhlfreshquery必填location

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.

输入参数glhlfreshquery必填location

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.

输入参数glhlbranddepthfreshquery必填domainenginelocation

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).

输入参数glhldepthfreshdomaincompany必填location

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.

输入参数glhlseed必填freshlimitexpandlocationlocation_code

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.

输入参数brand必填engineprompt必填countrysampleslanguagecompetitorsbrand_domain

版本历史

1
  1. v0.3.0最新Oct 16, 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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