Moatlight

com.moatlight由 moatlight.com 發布官方發布者v1.1.1更新於 Nov 7, 2026

Measure AI search visibility: start reports, read results and the ranked plan.

已驗證Streamable HTTP可網頁執行資料與分析商業與電商

概覽

AI 產生的概覽

Moatlight 衡量 ChatGPT 與 Google AI Overview 是否會提及某個企業,讓助理發起可見度報告、讀取結果並取得排序後的改善建議。

可以做什麼
  • 無需登入即可讀取產品說明、價格、常見問題與範例報告
  • 為某個網站建立報告草稿並啟動分析工作
  • 列出、讀取及批次讀取報告,含階段、進度、可見度數據與被提及的競爭品牌
  • 取得已完成報告的排序行動建議及每個買家問題的勝出者
  • 掃描網站的 agent 就緒度並讀取評分、等級與排序修復項目
適用情境
當使用者想了解自家企業在 AI 回答中的可見度、與競爭品牌比較,或需要具體改善措施時使用。公開工具也可讓助理在註冊前回答產品與價格相關問題。
執行需求
遠端 HTTP 端點 moatlight.com,無需 API 金鑰。報告類工具需使用者在瀏覽器中透過 OAuth 登入,涉及 account:read、reports:read、reports:scan 等權限範圍。agent 就緒度工具需付費的 Early Access 通行證,由本人在瀏覽器中購買。
安裝前請注意
報告類工具會操作使用者帳戶:為另一個網站建立報告會刪除該使用者舊網站未完成的草稿,請先確認。免費方案僅允許一個網站、每 30 天一份報告。agent 就緒度需付費通行證,付款在瀏覽器中完成。唯讀 URL 模式並不限制登入權限,若只想唯讀,應僅核准讀取類權限範圍。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Moatlight,將其新增到工作區。
  2. 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/com.moatlight%2Fmcp/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": {
    "moatlight": {
      "type": "http",
      "url": "https://moatlight.com/mcp"
    }
  }
}

README

Moatlight agent kit

Skills and MCP settings for using Moatlight from an AI agent.

Connect the MCP server

One URL, no API key. The client opens the OAuth login in a browser the first time a tool needs your account. Add ?readonly=true to the URL to list only the read tools on that connection (it does not change what the login allows; approve only the read scopes if you want that).

Claude Code:claude mcp add --transport http moatlight https://moatlight.com/mcp
Claude Code plugin (MCP, skills and the docs server together):claude plugin marketplace add Moatlight/moatlight-agent-kitclaude plugin install moatlight@moatlight
Codex:codex mcp add moatlight --url https://moatlight.com/mcp
Cursor:cursor://anysphere.cursor-deeplink/mcp/install?name=moatlight&config=eyJ1cmwiOiJodHRwczovL21vYXRsaWdodC5jb20vbWNwIn0%3D
Any other client (VS Code, Windsurf, Claude Desktop):{  "mcpServers": {    "moatlight": {      "type": "http",      "url": "https://moatlight.com/mcp"    }  }}

Install the skills only

bash
npx skills add Moatlight/moatlight-agent-kit

License: MIT for the files in this repository. Moatlight itself is a hosted service.

來源:README.md,提交 dc55d81

工具

13

get_product

What Moatlight does and when to use it

Facts about the product: what it does, who it is for, what it does not do, and how an agent can use it. No login. No login needed.

輸入參數fields

get_pricing

Plans and prices

The free plan and the one-time Early Access pass: price, what each includes, refund window. Payment needs a person in a browser. No login. No login needed.

輸入參數fields

list_faq

Frequently asked questions

Every FAQ question and answer from the home page, paged. No login. No login needed.

輸入參數limitcursor

get_sample_report

A finished sample report on made-up data

Shows the shape of a real report (visibility numbers, rivals, ranked plan) for a fictional coffee roaster. Made-up data, no login. No login needed.

輸入參數fields

get_account

The signed-in user, plan and limits

Returns the user's plan (free or early_access), when the pass ends, what the plan allows, and how to upgrade. Needs login with scope account:read.

輸入參數fields

list_reports

List the user's reports

The user's reports, newest first, paged with a cursor. Each has its stage (analyzing, needs_confirmation, running, finished, failed). Needs login with scope reports:read.

輸入參數limitcursor

create_report

Start a report for a website

Creates a report draft for a website and starts reading it. Free plan: one website, one report every 30 days. A new draft for a different website deletes the user's unfinished draft for the old one, so ask the user first. Returns 202 Accepted with the report, a job object and a Location header: poll that URL (GET /api/v1/reports/{reportId}) every few seconds until stage is needs_confirmation, then call the start endpoint. Send an Idempotency-Key header so a retry cannot start a second report. Needs login with scope reports:write.

輸入參數countrywebsite必填language

batch_get_reports

Read up to 25 reports in one request

Batch read: send a list of report ids and get each report (or its error) in one answer, instead of one call per report. Each result has its own status, so one unknown id does not fail the rest. Read-only. Needs login with scope reports:read.

輸入參數report_ids必填

get_report

Read one report: stage, setup to confirm, or results

While stage is needs_confirmation it returns the business profile and the proposed buyer questions. While running it returns progress. When finished it returns visibility numbers, the brands AI named, and a count of lost questions. Needs login with scope reports:read.

輸入參數fieldsreportId必填

start_report

Confirm the setup and run the report

Accepts the proposed business profile and buyer questions (optionally a chosen subset of 3 to 6 question ids) and starts asking the AI engines the account includes (listed in limits.engines on GET /api/v1/me). Takes about two minutes: answers 202 Accepted with a Location header to poll until stage is finished. Safe to repeat; send an Idempotency-Key header to make a retry return the first answer. Needs login with scope reports:write.

輸入參數reportId必填question_ids

get_report_actions

The ranked plan of changes and the questions you lost

For a finished report: up to three ranked moves (reason, exact edit, page, effort) and, for each buyer question AI answered with a rival, who won and why. Needs login with scope reports:read.

輸入參數fieldsreportId必填

get_agent_readiness

Stored agent readiness scan (Early Access pass)

Score, grade, layer breakdown and ranked fixes from the newest scan of the report's website. Needs the Early Access pass; otherwise 402 with a link a person can open to buy it. Needs login with scope agent-readiness:read.

輸入參數fieldsreportId必填

scan_agent_readiness

Run an agent readiness scan (Early Access pass)

Runs, or reuses a result under 24 hours old, for the report's website. Set force to true to scan again after fixing something. Rate limited. Needs login with scope agent-readiness:scan.

輸入參數forcereportId必填

版本歷史

3
  1. v1.1.1最新Nov 7, 2026
  2. v1.1.0Nov 6, 2026
  3. v1.0.0Nov 5, 2026

評分

已滿足適用檢查項的 100%

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
  • 授權條款10 分