MCP-Server
The Doll Scout · Collecting Tools
io.github.f-tiger/dollscout-collecting
Was dieses MCP kann
Provides collectible-toy guides, blind-box probability calculations, collection progress estimates, display-fit planning, authenticity signals, and collector tool discovery.
Funktionen
Tools
10
Tools
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['target', 'boxes'], 'properties': {'boxes': {'type': 'integer', 'maximum': 100000, 'minimum': 1}, 'target': {'enum': ['regular', 'secret', 'printed'], 'type': 'string'}, 'secretOddsN': {'type': 'integer', 'maximum': 100000, 'minimum': 2}, 'regularStyles': {'type': 'integer', 'maximum': 1000, 'minimum': 1}, 'probabilityPercent': {'type': 'number', 'maximum': 100, 'minimum': 0}}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['budget', 'boxCost', 'fixedCost', 'confirmedCost', 'probabilityPercent'], 'properties': {'budget': {'type': 'number', 'maximum': 1000000, 'minimum': 0}, 'boxCost': {'type': 'number', 'maximum': 1000000, 'minimum': 0.01}, 'fixedCost': {'type': 'number', 'maximum': 1000000, 'minimum': 0}, 'confirmedCost': {'type': 'number', 'maximum': 1000000, 'minimum': 0}, 'probabilityPercent': {'type': 'number', 'maximum': 100, 'minimum': 0}}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['term'], 'properties': {'term': {'type': 'string', 'maxLength': 120, 'description': "The term to define, e.g. 'lafufu' or 'printed odds'"}}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['regularStyles', 'ownedStyles', 'boxes', 'secretPercent'], 'properties': {'boxes': {'type': 'integer', 'maximum': 100000, 'minimum': 0}, 'ownedStyles': {'type': 'integer', 'maximum': 1000, 'minimum': 0}, 'regularStyles': {'type': 'integer', 'maximum': 1000, 'minimum': 1}, 'secretPercent': {'type': 'number', 'maximum': 100, 'minimum': 0}}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'task': {'enum': ['all', 'odds', 'display', 'collection', 'guides', 'budget', 'progress'], 'type': 'string', 'default': 'all'}, 'language': {'enum': ['en', 'de', 'zh'], 'type': 'string', 'default': 'en', 'description': 'Interface language; some browser-only tools are available only in EN/DE.'}}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['brand'], 'properties': {'brand': {'enum': ['labubu', 'skullpanda', 'jellycat', 'sonny-angel', 'smiski', 'hirono', 'dimoo', 'molly'], 'type': 'string'}, 'language': {'enum': ['en', 'de', 'zh'], 'type': 'string', 'default': 'en', 'description': 'Interface language; some browser-only tools are available only in EN/DE.'}}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['width', 'depth', 'height', 'itemWidth', 'itemDepth', 'itemHeight', 'gap'], 'properties': {'gap': {'type': 'number', 'maximum': 100000, 'minimum': 0, 'description': 'Space between adjacent items; same unit as all dimensions.'}, 'depth': {'type': 'number', 'maximum': 100000, 'exclusiveMinimum': 0}, 'width': {'type': 'number', 'maximum': 100000, 'exclusiveMinimum': 0}, 'height': {'type': 'number', 'maximum': 100000, 'exclusiveMinimum': 0}, 'rotate': {'type': 'boolean', 'default': True}, 'itemDepth': {'type': 'number', 'maximum': 100000, 'exclusiveMinimum': 0}, 'itemWidth': {'type': 'number', 'maximum': 100000, 'exclusiveMinimum': 0}, 'itemHeight': {'type': 'number', 'maximum': 100000, 'exclusiveMinimum': 0}}, 'additionalProperties': False}
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['oddsN', 'boxes'], 'properties': {'boxes': {'type': 'integer', 'maximum': 100000, 'minimum': 1, 'description': 'Number of blind boxes to be opened, e.g. 12'}, 'oddsN': {'type': 'integer', 'maximum': 100000, 'minimum': 2, 'description': 'The N in printed odds 1:N, e.g. 72'}}, 'additionalProperties': False}
Verlauf
Letzte Tool-Änderungen
Hinzugefügt
estimate_collection_progress
3. October 2026 02:40
Hinzugefügt
compare_blind_box_budget
3. October 2026 02:40
Hinzugefügt
plan_display_fit
3. October 2026 02:40
Hinzugefügt
get_collecting_guide
3. October 2026 02:40
Hinzugefügt
find_collector_tools
3. October 2026 02:40
Hinzugefügt
calculate_style_probability
3. October 2026 02:40
Hinzugefügt
define_labubu_term
3. October 2026 02:40
Hinzugefügt
secret_pull_probability
3. October 2026 02:40
Hinzugefügt
labubu_fake_signals
3. October 2026 02:40
Hinzugefügt
labubu_rarity_odds
3. October 2026 02:40
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