Fenlight

ae.waggle由 waggle.ae 發布官方發布者v0.3.0更新於 Oct 24, 2026

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

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取

概覽

AI 產生的概覽

Fenlight 讓助理取得 Google 搜尋結果、論壇討論、在地與購物資料、關鍵字建議以及 AI 回答追蹤。

可以做什麼
Fenlight 是遠端 MCP 伺服器,為助理提供搜尋與市場研究資料。依其登錄描述,涵蓋 Google 搜尋結果、論壇討論、在地與購物資料、關鍵字建議以及 AI 回答追蹤。清單中未列出個別工具,因此這裡無法說明確切的操作方式。
適用情境
當助理需要搜尋引擎結果、關鍵字研究、在地或購物清單、論壇討論內容,或追蹤 AI 生成的回答時,適合加入。它偏向研究與行銷類查詢,而非一般檔案或程式碼工作。
執行需求
遠端 streamable HTTP 端點 Authorization 標頭,以 Bearer 權杖攜帶 Vera API 金鑰。可在 vera.waggle.ae 建立金鑰並取得 3,000 個免費額度。需要能連線至該端點的網路。
安裝前請注意
Authorization 標頭攜帶金鑰,應視為憑證妥善保管,避免出現在日誌或共用設定中。用量以額度計費,查詢可能消耗有限的免費額度甚至付費額度。搜尋查詢與相關參數會傳送至遠端服務及其底層資料來源。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Fenlight,將其新增到工作區。
  2. 連接 Authorization token 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/ae.waggle%2Ffenlight/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

輸入參數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.

輸入參數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.

輸入參數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.

輸入參數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.

輸入參數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).

輸入參數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.

輸入參數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.

輸入參數brand必填engineprompt必填countrysampleslanguagecompetitorsbrand_domain

版本歷史

1
  1. v0.3.0最新Oct 16, 2026

評分

已滿足適用檢查項的 83%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款不適用

    託管服務按其提供方的條款使用,因此這裡不要求授權條款。此檢查項不計入百分比。

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