QAmcp

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Directory / AiProfile

AiProfile

Q: Is AiProfile MCP server safe?

QAmcp's test on 29 Oct 2026: No hidden instructions were found in its tool descriptions. Its error messages showed no secrets or internal details. All 4 of its tools are labeled read-only. Overall it scored 89/100 on 29 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 aiprofile.com · https://www.aiprofile.com/api/mcp

Answers about local businesses, with sources, many confirmed by the owner.

4 tools✓ all read-only✓ no account neededPricing: on their site

See pricing →Visit website

89 /100

PASS · WITH NOTES

12 of 12 checks · 29 Oct 2026

Is AiProfile MCP server safe?

No hidden instructions were found in its tool descriptions.
Its error messages showed no secrets or internal details.
All 4 of its tools are labeled read-only.
Overall it scored 89/100 on 29 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

4 tools, in the server's own words.

search_businessread-only

Find a business BY NAME (plus optionally city/country).

discover_businessesread-only

Browse businesses by CATEGORY and place.

get_profileread-only

Read the full profile of one business: every question and answer with sources and approval status ('owner-approved' answers were confirmed by the verified busi…

ask_businessread-only

Ask a free-text question about one business.

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
!
Every tool is described
2 warnings
- !search_business: Inputs with no description: limit
- !discover_businesses: Inputs with no description: limit
note
!
Follows MCP best practices (not scored yet)
1 tip (not scored)
- !4 tools answer with structured data but don't declare its shape (outputSchema): search_business, discover_businesses, get_profile, ask_business. If those answers change shape, nothing can catch it; with a schema, every answer is checked.
note
✓
ConnectsConnected in 870 ms
pass
✓
Lists its toolsFound 4 tools
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
- ✓search_business: Worked (238 ms)
- ✓discover_businesses: Worked (221 ms)
- ✓get_profile: Worked (186 ms)
- ✓ask_business: Worked (192 ms)
pass
✓
Bad inputs give a clean error
All good
- ✓search_business: Refused missing required input "query" with a clear error
- ✓search_business: Refused wrong type for "query" with a clear error
- ✓discover_businesses: Refused missing required input "category" with a clear error
- ✓discover_businesses: Refused wrong type for "category" with a clear error
- ✓get_profile: Refused missing required input "business_id" with a clear error
- ✓get_profile: Refused wrong type for "business_id" with a clear error
- ✓ask_business: Refused missing required input "business_id" with a clear error
- ✓ask_business: Refused wrong type for "business_id" with a clear error
pass
✓
Tools work together
2 chains working
- ✓search_business → get_profile: get_profile found what search_business returned (business_id = "cmovou75z25czp20nfrnnpdsn")
- ✓search_business → ask_business: ask_business found what search_business returned (business_id = "cmovou75z25czp20nfrnnpdsn")
pass
✓
Fast enough
All good
- ✓Connecting took 870 ms
- ✓Listing tools took 185 ms
- ✓Average tool answer: 209 ms
- ✓search_business: Slowest tool: search_business (238 ms)
pass
✓
No secrets leakedChecked 8 error messages: no secrets or internal details
pass

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://www.aiprofile.com/api/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-aiprofile-answers.svg)](https://qamcp.dev/s/com-aiprofile-answers.html)

Score over time

29 Oct 202689

One test so far. New tests will show here.

Reviews

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

Is this your server? Get an alert the moment it breaks.

QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.

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