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Evidence for your next connection.

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

Read-only probes

MCP server · Code & DevOps

The Doll Scout · Collecting Tools

Search collectible series, prepare checklists and event cards, calculate odds and display fit.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
124 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
13

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?
222

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 124 ms.

  • Pass
    Valid handshake

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

  • Pass
    Lists tools

    tools/list returned 13 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 124 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 124 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

    15 of 46 parameters have a description (33%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-31T16:09:02.942861Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using The Doll Scout · Collecting Tools

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 the-doll-scout-collecting-tools https://thedollscout.com/mcp

Capabilities

Tools 13

calculate_style_probability

Calculate independent-box chances for one regular style, a secret, or a user-supplied per-style probability. Required by mode: regular needs regularStyles and secretOddsN; secret needs secretOddsN; printed needs probabilityPercent. Regular mode assumes equally likely regular styles and replacement by a secret; not official series odds or sealed-case allocation.

Discovered
compare_blind_box_budget

Compare a capped independent blind-box budget with a user-supplied all-in confirmed-figure quote. Returns success and failure chances, maximum spend and expected spend when stopping at the first target. One currency, costs rounded to cents; not a purchase recommendation or price lookup.

Discovered
define_labubu_term

Plain-language definition of a Labubu / blind-box collecting term (blind box, series, regular, secret/chase, printed odds, case, glow variant, vinyl plush pendant, Lafufu, seller of record). Matches the term or its aliases; an unknown term returns the list of available terms, honestly.

Discovered
estimate_collection_progress

Estimate new distinct regular styles, repeated regular draws and secret draws from independent boxes. Assumes equally likely regular styles after combined secret probability is removed. Owned means distinct regular styles from this exact series. Not sealed-case allocation or completion probability.

Discovered
find_collector_tools

Find TDS collecting tools and guides by task. Returns canonical links, supported languages, inputs and which functions MCP can actually call. Browser-only collection records are never read.

Discovered
get_collecting_guide

Read a published guide for one of eight collectible brands with official source links, review date and limitations. Not current stock, resale valuation or authentication.

Discovered
labubu_fake_signals

The eight authenticity checks for a Labubu figure (teeth count, face finish, box finish, anti-counterfeit seal, figure markings, build quality, price floor, seller of record), each with its named public sources. Compiled signals, not a guarantee; limitations are included.

Discovered
labubu_rarity_odds

Commonly reported secret/chase odds for Labubu / The Monsters blind-box series, by series format (6-figure, 12-figure, collabs, glow variants), with per-row sources. The box-printed odds for a specific series outrank every row returned here, and the result says so.

Discovered
plan_display_fit

Calculate a uniform single-layer rectangular layout for toy footprints inside a display case. All dimensions use the same unit. Tests 90-degree rotation when allowed; not 3D packing or a safety/load certification.

Discovered
prepare_collection_checklist

Compare user-supplied distinct owned names with one verified series. Returns owned, not-marked-owned, explicit wanted names, unmatched inputs and a copyable Markdown checklist. Does not assume missing means wanted, infer quantities or trade intent, certify a complete set, or access browser storage. Use exact names from search_collection_series. Supplied lists are processed remotely but not saved by the tool.

Discovered
prepare_swap_event_card

Prepare a user-supplied collector event template or personal preparation card, with explicit wanted/offered names, source matches, Markdown and a reviewable share link. Supports participant swaps, store-only swaps or display-only rules. Does not verify the organizer, event, ownership, matches or trades. The link contains readable user-supplied data: anyone holding it can read, edit or forward it. Review before sharing; expired cards are read-only. No browser storage access or automatic publication.

Discovered
search_collection_series

Search the source-linked SMISKI and Sonny Angel catalog by series or figure name. Returns candidate series IDs, verified named styles, source URLs and per-series check dates directly. Catalog coverage can omit secret or discontinued figures; choose the exact series before comparing a collection.

Discovered
secret_pull_probability

Probability of pulling at least one secret across N blind boxes at printed odds of 1-in-oddsN, plus the box counts a 50% and 90% chance require. Independent single-box model — sealed whole-case allocation can differ, and the result carries that caveat.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected124 ms13