bots.st/moatlight
Moatlight
Audit a site’s AI search visibility
3739 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 13
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://moatlight.com/mcp
What it can do
| Tool | What it says it does |
|---|---|
batch_get_reports | 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. |
create_report | 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… |
get_account | 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. |
get_agent_readiness | 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. |
get_pricing | 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. |
get_product | 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. |
get_report | 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. |
get_report_actions | 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. |
get_sample_report | 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. |
list_faq | Every FAQ question and answer from the home page, paged. No login. No login needed. |
list_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. |
scan_agent_readiness | 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. |
start_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… |
In its maker's words
Measure AI search visibility: start reports, read results and the ranked plan.
- Website
- moatlight.com/docs
- Source
- github.com/Moatlight/moatlight-agent-kit
- Publisher
- moatlight.com
- Listed from
- the official MCP Registry as
com.moatlight/mcp - Version
- 1.1.1, updated 7 Nov 2026
- Kinds of work
- Search and research, AI models and agent tools, Writing and translation
The domain it lives on
- moatlight.com
- registered 27 Oct 2026 (1 months ago), at HOSTINGER operations, UAB, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 3739 ms | |
| Answered | 2591 ms | |
| Answered | 4143 ms |
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