QAmcp

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Directory / aiqbench

aiqbench

Q: Is aiqbench MCP server safe?

QAmcp's test on 11 Nov 2026: None of the hidden-instruction wordings we know were found in its 3 tool descriptions. 0 of its 3 tools are labeled read-only; the others may change or send things. Overall it scored 77/100 on 11 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 aiqbench.com · https://aiqbench.com/mcp

Find, read and install 50,000+ Agent Skills for Claude Code and other agents, with trust scores.

3 tools✓ no account neededPricing: not listed

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77 /100

PASS · WITH NOTES

Partial: 8 of 11 checks · 11 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: 3 tools
Its own safety labels: 0 read-only, 3 with no label
Memory it takes: About 800 tokens of your AI's memory, just for its tool descriptions

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, 11 Nov 2026.

Is aiqbench MCP server safe?

None of the hidden-instruction wordings we know were found in its 3 tool descriptions.
0 of its 3 tools are labeled read-only; the others may change or send things.
Overall it scored 77/100 on 11 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

It lists no public code, so there is nothing to look up in GitHub Security Advisories or OSV.dev. QAmcp tests how a server behaves. It does not scan source code.

What it can do

3 tools, in the server's own words.

find_skills

Up to three skills from the aiqbench library that fit a task, each with a trust score, one line on what it adds for this task (why), the context cost in tokens…

get_skill

The SKILL.md and file list of one skill, to follow for the current task without installing it.

install_command

The one-line install command for a skill in a given agent, where it lands, and its page on aiqbench.

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
- !get_skill: Inputs with no description: name
- !install_command: Inputs with no description: name, agent
note
!
Tools are labeled safe or dangerous
1 warning
- !3 of 3 tools have no safety label (read-only or dangerous): find_skills, get_skill, install_command
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): find_skills, get_skill, install_command
- !3 tools don't say whether they reach outside services like the web (openWorldHint): find_skills, get_skill, install_command
note
✓
ConnectsConnected in 1.4 s
pass
✓
Lists its toolsFound 3 tools
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
✓
Fast enough
All good
- ✓Connecting took 1.4 s
- ✓Listing tools took 207 ms
pass
–
Tools work with good inputs
Not tested
- –find_skills: Not run: no safety label (if you own this server, test again in owner mode)
- –get_skill: Not run: no safety label (if you own this server, test again in owner mode)
- –install_command: Not run: no safety label (if you own this server, test again in owner mode)
not tested
–
Bad inputs give a clean errorNot tested
not tested
–
Tools work togetherNo safe tool returned data to start a chain from, so chains were not tested (not counted either way)
not tested
–
No secrets leakedNo error messages to check
not tested

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://aiqbench.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-aiqbench-skills.svg)](https://qamcp.dev/s/com-aiqbench-skills.html)

Score over time

11 Nov 202677

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use aiqbench, 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 tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. Free for 1 server, no card.

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