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.
fieldscom.moatlight由 moatlight.com 发布官方发布者v1.1.1更新于 Nov 7, 2026
Measure AI search visibility: start reports, read results and the ranked plan.
Moatlight 衡量 ChatGPT 与 Google AI Overview 是否会提及某个企业,让助手发起可见度报告、读取结果并获取排序后的改进建议。
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。
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/com.moatlight%2Fmcp/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。把它添加到你客户端的 mcpServers 配置中。
{
"mcpServers": {
"moatlight": {
"type": "http",
"url": "https://moatlight.com/mcp"
}
}
}Skills and MCP settings for using Moatlight from an AI agent.
packages/ (TypeScript, Python, command line)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).
License: MIT for the files in this repository. Moatlight itself is a hosted service.
来源:README.md,提交 dc55d81
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.
fieldsPlans 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.
fieldsFrequently asked questions
Every FAQ question and answer from the home page, paged. No login. No login needed.
limitcursorA 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.
fieldsThe 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.
fieldsList 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.
limitcursorStart 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.
countrywebsite必填languageRead 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.
report_ids必填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.
fieldsreportId必填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.
reportId必填question_idsThe 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.
fieldsreportId必填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.
fieldsreportId必填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.
forcereportId必填已满足适用检查项的 100%
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。
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" } }}npx skills add Moatlight/moatlight-agent-kit