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INITE Visibility

Q: Is INITE Visibility MCP server safe?

QAmcp's test on 20 Oct 2026: No hidden instructions were found in its tool descriptions. Its error messages showed no secrets or internal details. 6 of its 7 tools are labeled read-only; the others may change or send things. Overall it scored 91/100 on 20 Oct 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 inite.ai · https://inite.ai/api/mcp/analyzer

How ChatGPT, Claude, Gemini and Perplexity read a site: free check, fix plan, compare, history.

7 tools✓ no account neededPricing: on their site

See pricing →Visit website

91 /100

FAIL

11 of 11 checks · 20 Oct 2026

Is INITE Visibility MCP server safe?

No hidden instructions were found in its tool descriptions.
Its error messages showed no secrets or internal details.
6 of its 7 tools are labeled read-only; the others may change or send things.
Overall it scored 91/100 on 20 Oct 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 it can do

7 tools, in the server's own words.

check_identityread-only

Free and instant, no account: read a website the way an AI engine does before it ever answers about it.

analyze_site

The AI visibility audit: the identity files, crawler policy, schema graph and page health, then the answer engines asked whether they name the site, scored out…

get_analysisread-only

Read an audit started by analyze_site: progress while it runs, then the score out of 100 and what to fix first.

visibility_fixesread-only

The fix plan for a site's AI visibility, most important first: what to change, why it matters for being named in AI answers, how many points of the score it sh…

compare_sitesread-only

Your site against a competitor's, read the way an AI engine reads them before it answers: identity score out of 100, which answer-engine crawlers each lets in,…

visibility_historyread-only

How a site's AI visibility reading has moved over time: for a site in the INITE Atlas, its weekly readings (identity score, answer-engine crawlers let in, llms…

my_reportsread-only

The signed-in account's AI visibility audits, newest first: the site, the day, the tier, the score and the report's address.

Test results

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

✕
Fast enough
1 failed, 1 warning
- !Average tool answer: 3.6 s
- ✕check_identity: Slowest tool: check_identity (17.8 s): most users will give up waiting
- and 2 more
fail
!
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
✓
ConnectsConnected in 325 ms
pass
✓
Lists its toolsFound 7 tools
pass
✓
Every tool is describedAll 7 tools and their inputs are described
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No hidden instructionsNo hidden instructions found in tool descriptions
pass
✓
Tools work with good inputs
All good
- ✓check_identity: Worked (17.8 s)
- ✓get_analysis: Answered with an error, probably because of our sample input: No audit with that run_id belongs to this caller.
- ✓visibility_fixes: Worked (106 ms)
- ✓compare_sites: Answered with an error, probably because of our sample input: That does not look like a public website address. Pass a hostname such as example.com.
- ✓visibility_history: Worked (37 ms)
- –my_reports: Needs you to sign in, so it was not tested (not counted against the server)
- –analyze_site: Not run: labeled as changing data
pass
✓
Bad inputs give a clean error
All good
- ✓check_identity: Refused missing required input "url" with a clear error
- ✓check_identity: Refused wrong type for "url" with a clear error
- ✓get_analysis: Refused missing required input "run_id" with a clear error
- ✓get_analysis: Refused wrong type for "run_id" with a clear error
- ✓visibility_fixes: Refused missing required input "url" with a clear error
- ✓visibility_fixes: Refused wrong type for "url" with a clear error
- ✓compare_sites: Refused missing required input "url" with a clear error
- ✓compare_sites: Refused wrong type for "url" with a clear error
- and 3 more
pass
✓
Tools work together
5 chains working
- ✓check_identity → visibility_fixes: visibility_fixes found what check_identity returned (url = "https://example.com/")
- ✓check_identity → visibility_history: visibility_history found what check_identity returned (url = "https://example.com/")
- ✓visibility_fixes → check_identity: check_identity found what visibility_fixes returned (url = "https://example.com/")
- ✓visibility_fixes → visibility_history: visibility_history found what visibility_fixes returned (url = "https://example.com/")
- ✓visibility_history → check_identity: check_identity found what visibility_history returned (url = "https://example.com/")
pass
✓
No secrets leakedChecked 21 error messages: no secrets or internal details
pass

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://inite.ai/api/mcp/analyzer

Score over time

20 Oct 202691

One test so far. New tests will show here.

Reviews

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

Is this your server?

Soon you can claim this page: re-test it from here, reply to results, and show a "Tested by QAmcp" badge.

Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works