QAmcp

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Directory / Moatlight

Moatlight

Q: Is Moatlight MCP server safe?

QAmcp's test on 8 Nov 2026: None of the hidden-instruction wordings we know were found in its 13 tool descriptions. Its error messages showed no secrets or internal details. 10 of its 13 tools are labeled read-only; the others may change or send things. Overall it scored 95/100 on 8 Nov 2026. A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

by moatlight.com · https://moatlight.com/mcp

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

13 tools✓ no account neededPricing: on their site

See pricing →Visit website

95 /100

PASS · WITH NOTES

11 of 11 checks · 8 Nov 2026

Test it now for current results

At a glance

Runs where: On their server. What you send to it goes to them.
What you need: Nothing: it answered without a login
Tools: 13 tools
Its own safety labels: 10 read-only, 1 labeled as deleting or destroying, 2 labeled as changing things
Memory it takes: About 2,300 tokens of your AI's memory, just for its tool descriptions
Largest answer: About 6.3 KB in our test
Speed: Average answer in our test: 92 ms

Tokens are an estimate: the characters in its tool names, descriptions and inputs, divided by 4. The exact number depends on your AI model. Safety labels are what the server says about itself. From our latest test, 8 Nov 2026.

Is Moatlight MCP server safe?

None of the hidden-instruction wordings we know were found in its 13 tool descriptions.
Its error messages showed no secrets or internal details.
10 of its 13 tools are labeled read-only; the others may change or send things.
Overall it scored 95/100 on 8 Nov 2026.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

What this test does not check

Its source code and packages.
What a tool quietly does behind the scenes, such as writing a file or calling another service.
Instructions hidden inside live tool answers. We only look for those in tool descriptions.
Hidden instructions worded in a way our list doesn't know yet.
Tools that could change something. Those are read, never run.

What QAmcp can and can't see · How to tell if an MCP server is safe · Hidden instructions · Prompt injection

Known security advisories

Not looked up yet. QAmcp tests how a server behaves. It does not scan source code.

What it can do

13 tools, in the server's own words.

get_productread-only

Facts about the product: what it does, who it is for, what it does not do, and how an agent can use it.

get_pricingread-only

The free plan and the one-time Early Access pass: price, what each includes, refund window.

list_faqread-only

Every FAQ question and answer from the home page, paged.

get_sample_reportread-only

Shows the shape of a real report (visibility numbers, rivals, ranked plan) for a fictional coffee roaster.

get_accountread-only

Returns the user's plan (free or early_access), when the pass ends, what the plan allows, and how to upgrade.

list_reportsread-only

The user's reports, newest first, paged with a cursor.

create_report

Creates a report draft for a website and starts reading it.

batch_get_reportsread-only

Batch read: send a list of report ids and get each report (or its error) in one answer, instead of one call per report.

get_reportread-only

While stage is needs_confirmation it returns the business profile and the proposed buyer questions.

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 incl…

get_report_actionsread-only

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.

get_agent_readinessread-only

Score, grade, layer breakdown and ranked fixes from the newest scan of the report's website.

scan_agent_readiness

Runs, or reuses a result under 24 hours old, for the report's website.

Test results

Safe mode: only tools labeled read-only were run. How the test works

!
Ready for the newest MCP version
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Follows MCP best practices (not scored yet)
2 tips (not scored)
- !3 tools not labeled read-only don't say whether running them twice is safe (idempotentHint): create_report, start_report, scan_agent_readiness
- !4 tools answer with structured data but don't declare its shape (outputSchema): get_product, get_pricing, list_faq, get_sample_report. If those answers change shape, nothing can catch it; with a schema, every answer is checked.
note
✓
ConnectsConnected in 545 ms
pass
✓
Lists its toolsFound 13 tools
pass
✓
Every tool is describedAll 13 tools and their inputs are described
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No known hidden instructionsNone of the hidden-instruction wordings we know were found in tool descriptions. New wordings can get past this check.
pass
✓
Tools work with good inputs
All good
- ✓get_product: Worked (91 ms)
- ✓get_pricing: Worked (94 ms)
- ✓list_faq: Worked (90 ms)
- ✓get_sample_report: Worked (91 ms)
- –get_account: Needs you to sign in, so it was not tested (not counted against the server)
- –list_reports: Needs you to sign in, so it was not tested (not counted against the server)
- –batch_get_reports: Needs you to sign in, so it was not tested (not counted against the server)
- –get_report: Needs you to sign in, so it was not tested (not counted against the server)
- and 5 more
pass
✓
Bad inputs give a clean error
All good
- ✓get_product: Refused wrong type for "fields" with a clear error
- ✓get_pricing: Refused wrong type for "fields" with a clear error
- ✓list_faq: Refused wrong type for "limit" with a clear error
- ✓get_sample_report: Refused wrong type for "fields" with a clear error
- –get_account: Needs you to sign in, so bad inputs were not tested
- –list_reports: Needs you to sign in, so bad inputs were not tested
- –batch_get_reports: Needs you to sign in, so bad inputs were not tested
- –get_report: Needs you to sign in, so bad inputs were not tested
- and 2 more
pass
✓
Fast enough
All good
- ✓Connecting took 545 ms
- ✓Listing tools took 98 ms
- ✓Average tool answer: 92 ms
- ✓get_pricing: Slowest tool: get_pricing (94 ms)
pass
✓
No secrets leakedChecked 36 error messages: no secrets or internal details
pass
–
Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)
not tested

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://moatlight.com/mcp

Show this score on GitHub

Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.

[![QAmcp score](https://qamcp.dev/s/com-moatlight-mcp.svg)](https://qamcp.dev/s/com-moatlight-mcp.html)

Score over time

8 Nov 202695

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use Moatlight, signed in with GitHub, one per person. Reviews never change the score.

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