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Agenlify AI Agent Directory

Q: Is Agenlify AI Agent Directory MCP server safe?

QAmcp's test on 19 Oct 2026: No hidden instructions were found in its tool descriptions. Its error messages showed no secrets or internal details. All 3 of its tools are labeled read-only. Overall it scored 89/100 on 19 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 agenlify.ai · https://agenlify.ai/mcp

Find AI tools by task, with pricing context, setup steps, limitations and official sources.

3 tools✓ all read-only✓ no account neededPricing: not listed

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89 /100

PASS · WITH NOTES

11 of 11 checks · 19 Oct 2026

Is Agenlify AI Agent Directory MCP server safe?

No hidden instructions were found in its tool descriptions.
Its error messages showed no secrets or internal details.
All 3 of its tools are labeled read-only.
Overall it scored 89/100 on 19 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

3 tools, in the server's own words.

search_agentsread-only

Search the public Agenlify catalog by English or Chinese task, product name or official domain.

get_agentread-only

Get a catalog product by exact slug, including inputs, outputs, setup steps, limitations, human review requirements, pricing review dates, official sources and…

list_tasksread-only

List Agenlify task IDs, preparation checklists, expected outputs and review requirements.

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
3 warnings
- !search_agents: Inputs with no description: task, category, pricing, setup, limit, offset
- !get_agent: Inputs with no description: slug
- !list_tasks: Inputs with no description: category
note
✓
ConnectsConnected in 600 ms
pass
✓
Lists its toolsFound 3 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_agents: Worked (35 ms)
- ✓get_agent: Answered with an error, probably because of our sample input: {"error":"Product not found. Use search_agents to find a catalog slug."} {"error":"Product not found. Use search_agents to find a catalog s…
- ✓list_tasks: Worked (37 ms)
pass
✓
Bad inputs give a clean error
All good
- ✓search_agents: Refused wrong type for "task" with a clear error
- ✓get_agent: Refused missing required input "slug" with a clear error
- ✓get_agent: Refused wrong type for "slug" with a clear error
- ✓list_tasks: Refused wrong type for "category" with a clear error
pass
✓
Tools work togethersearch_agents → get_agent: get_agent found what search_agents returned (slug = "2short-ai")
pass
✓
Fast enough
All good
- ✓Connecting took 600 ms
- ✓Listing tools took 529 ms
- ✓Average tool answer: 36 ms
- ✓list_tasks: Slowest tool: list_tasks (37 ms)
pass
✓
No secrets leakedChecked 6 error messages: no secrets or internal details
pass

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://agenlify.ai/mcp

Score over time

14 Oct 202688
17 Oct 202689
18 Oct 202689
19 Oct 202689

Reviews

Coming soon: reviews from people who use Agenlify AI Agent Directory, 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