Search collectible series, prepare checklists and event cards, calculate odds and display fit.
Scored across 13 tools
Most tools have clearly distinct purposes across odds, guides, authenticity, display layout, checklists, and swap planning. The main overlap is within the probability cluster, where calculate_style_probability, secret_pull_probability, and estimate_collection_progress all involve blind-box draws, though their input modes and outputs help differentiate them.
The set uses snake_case consistently throughout, and most names follow a verb_noun pattern such as calculate_style_probability, get_collecting_guide, and prepare_collection_checklist. A few tools use noun-phrase names like labubu_fake_signals and secret_pull_probability, which is a minor deviation but still readable.
With 13 tools, the server is well-scoped for a collecting toolkit spanning probability calculators, guides, authenticity checks, collection planning, and display layout. Each tool appears to serve a distinct workflow rather than being redundant filler.
The surface covers core collecting needs: odds calculation, series search, collection progress/checklists, authenticity signals, display planning, definitions, guides, and swap preparation. Minor gaps remain around persistent collection records, live stock/resale data, and formal authentication, but the tools explicitly frame those as out of scope or browser-only.
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.
Inputs: boxes (required), target (required), secretOddsN, regularStyles, +1 more.
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.
Inputs: budget (required), boxCost (required), fixedCost (required), confirmedCost (required), +1 more.
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.
Inputs: term (required).
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.
Inputs: boxes (required), ownedStyles (required), regularStyles (required), secretPercent (required).
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.
Inputs: task, language.
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.
Inputs: brand (required), language.
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.
Inputs: no named parameters.
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.
Inputs: no named parameters.
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.
Inputs: gap (required), depth (required), width (required), height (required), +4 more.
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.
Inputs: owned (required), seriesId (required), wanted, language.
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.
Inputs: kind (required), eventDate (required), eventName (required), exchangeMode (required), +5 more.
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.
Inputs: query (required), brand, limit, language.
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.
Inputs: boxes (required), oddsN (required).
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