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Directory / BrainDrops

BrainDrops

Q: Is BrainDrops MCP server safe?

QAmcp's test on 1 Nov 2026: None of the hidden-instruction wordings we know were found in its tool descriptions. Its error messages showed no secrets or internal details. All 5 of its tools are labeled read-only. Overall it scored 83/100 on 1 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 braindrops.art · https://braindrops.art/mcp

Search BrainDrops AI art and get any piece's permanent Arweave and IPFS copies.

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

Visit website

83 /100

PASS · WITH NOTES

11 of 11 checks · 1 Nov 2026

Is BrainDrops MCP server safe?

None of the hidden-instruction wordings we know were found in its tool descriptions.
Its error messages showed no secrets or internal details.
All 5 of its tools are labeled read-only.
Overall it scored 83/100 on 1 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 it can do

5 tools, in the server's own words.

search_braindropsread-only

Search BrainDrops AI art collections and pieces by title, artist, collection, trait, or "collection number" (e.g.

get_pieceread-only

Get one BrainDrops piece: name, artist, collection, traits, images, and every permanent copy (Ethereum token, Arweave metadata, Arweave HD image, IPFS original…

get_collectionread-only

Get one BrainDrops collection: artist, size, release date, background, facts, token ID range, OpenSea link and Arweave archive manifests.

list_collectionsread-only

List every BrainDrops collection with artist, size and release date.

get_archive_inforead-only

Explain how BrainDrops art is permanently preserved (Ethereum, Arweave, IPFS pinning, offline archives) and how to verify a copy.

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 (2025-06-18). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Every tool is described
1 warning
- !search_braindrops: Inputs with no description: limit
note
!
Bad inputs give a clean error
3 warnings
- !search_braindrops: Accepted missing required input "query" without complaining
- !search_braindrops: Accepted wrong type for "query" without complaining
- !get_collection: Accepted missing required input "collection" without complaining
- and 2 more
note
✓
ConnectsConnected in 576 ms
pass
✓
Lists its toolsFound 5 tools
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
- ✓search_braindrops: Worked (391 ms)
- ✓get_piece: Answered with an error, probably because of our sample input: No such piece. Give token_id (e.g. 2000006) or collection + number.
- ✓get_collection: Answered with an error, probably because of our sample input: No such collection. Try list_collections.
- ✓list_collections: Worked (58 ms)
- –get_archive_info: Not run: labeled read-only, but its description says "permanently", which usually means it changes something. Skipped to be safe: if it only reads, a clearer description helps AI apps too, or test again with --owner
pass
✓
Fast enough
All good
- ✓Connecting took 576 ms
- ✓Listing tools took 61 ms
- ✓Average tool answer: 144 ms
- ✓search_braindrops: Slowest tool: search_braindrops (391 ms)
pass
✓
No secrets leakedChecked 6 error messages: no secrets or internal details
pass
✓
Follows MCP best practices (not scored yet)Tool names, safety labels and tool list size follow the MCP guide
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://braindrops.art/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/art-braindrops-braindrops.svg)](https://qamcp.dev/s/art-braindrops-braindrops.html)

Score over time

1 Nov 202683

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use BrainDrops, 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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