MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Data access / search

BrainDrops

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

Checks passed
12 / 22

2 failed · 8 not measured

Median response
465 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
11

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 465 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name braindrops.

  • Pass
    Lists tools

    tools/list returned 11 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 465 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 465 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    11 of 17 parameters have a description (65%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-01T06:40:53.815483Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using BrainDrops

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http braindrops https://braindrops.art/mcp

Capabilities

Tools 11

get_archive_info

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

Discovered
get_collection

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

Discovered
get_collector

Get one collector profile (braindrops.art/collector/{slug}) with every BrainDrops piece it holds, counts per collection and set badges. Wallet addresses are included only if the collector shows them publicly.

Discovered
get_holders

Rank who holds a BrainDrops collection, grouping wallets that belong to one collector profile.

Discovered
get_piece

Get one BrainDrops piece: name, artist, collection, traits, images, and every permanent copy (Ethereum token, Arweave metadata, Arweave HD image, IPFS original). Give token_id, or collection + number.

Discovered
get_stats

Platform totals: collections, pieces, artists, unique wallets, collector profiles, complete and Day One sets, and holders per collection.

Discovered
get_traits

Every trait in a BrainDrops collection with each value's count and percentage, for rarity questions.

Discovered
get_wallet

List the BrainDrops pieces held by an Ethereum address (0x…), with counts per collection, set badges and the collector profile it belongs to if public.

Discovered
list_collections

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

Discovered
list_collectors

The BrainDrops collector leaderboard: collector profiles with how many pieces and collections they hold, set badges (complete set, Day One) and per-collection counts. Filter by collection or name; sort by pieces, collections, newest or name.

Discovered
search_braindrops

Search BrainDrops AI art collections and pieces by title, artist, collection, trait, or "collection number" (e.g. "loops 42", "podgans 6"). Returns matching collections and pieces with links.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected465 ms11