The Doll Scout · Collecting Tools
Search collectible series, prepare checklists and event cards, calculate odds and display fit.
| Endpoint | https://thedollscout.com/mcp (streamable-http) |
|---|---|
| Registry version | 2.6.0 |
| Now | 13 tools · grade A (96) · pin ts_e5b1f95a6e28bd0f9b1c640eaf623dd9 · protocol 2025-06-18 |
| First / last listed | 2026-11-15 01:46 UTC / 2026-11-15 01:46 UTC |
| Grade over time | 2026-11-15: A (96), 13 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: labubu_rarity_odds labubu_fake_signals secret_pull_probability define_labubu_term calculate_style_probability find_collector_tools get_collecting_guide plan_display_fit compare_blind_box_budget estimate_collection_progress search_collection_series prepare_collection_checklist prepare_swap_event_card
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. params: none |
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. params: none |
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. params: oddsN*, boxes* |
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. params: term* |
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. params: target*, boxes*, regularStyles, secretOddsN, probabilityPercent |
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. params: task, language |
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. params: brand*, language |
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. params: width*, depth*, height*, itemWidth*, itemDepth*, itemHeight*, gap*, rotate |
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. params: budget*, boxCost*, fixedCost*, confirmedCost*, probabilityPercent* |
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. params: regularStyles*, ownedStyles*, boxes*, secretPercent* |
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. params: query*, brand, limit, language |
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 b params: seriesId*, owned*, wanted, language |
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. params: kind*, eventName*, eventDate*, exchangeMode*, rulesUrl, note, wanted, offered, language |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.