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The Doll Scout · Collecting Tools

R0· no sign-in

TDS collectible-toy guides, blind-box odds, display fit and read-only tool discovery.

v2.4.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust79of 100
Uptime, 30 days96%
Latency p50221 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "dollscout-collecting": {
      "type": "http",
      "url": "https://thedollscout.com/mcp"
    }
  }
}
claude mcp add --transport http dollscout-collecting https://thedollscout.com/mcp
[mcp_servers.dollscout-collecting]
url = "https://thedollscout.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "dollscout-collecting": {
      "type": "remote",
      "url": "https://thedollscout.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "dollscout-collecting": {
      "type": "http",
      "url": "https://thedollscout.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=dollscout-collecting&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdGhlZG9sbHNjb3V0LmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "dollscout-collecting": {
      "type": "http",
      "url": "https://thedollscout.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "dollscout-collecting": {
      "httpUrl": "https://thedollscout.com/mcp"
    }
  }
}
extensions:
  "dollscout-collecting":
    enabled: true
    name: "dollscout-collecting"
    type: streamable_http
    uri: "https://thedollscout.com/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations10 of 10 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,736 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes5 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

10 tools, about 1,736 tokens to load them all · tool set b0f34b497b24 · tools last changed 2026-10-02 · checked 2026-10-20 17:02 UTC

Tool changes

  • estimate_collection_progressadded

    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.

  • compare_blind_box_budgetadded

    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.

  • get_collecting_guidechangeddescription, input schema
    before

    Read a published Labubu, SKULLPANDA, Jellycat or Sonny Angel buying guide with official source links, review date and limitations. Not current stock, resale valuation or authentication.

    after · 61% of words in common

    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.

  • find_collector_toolschangedinput schema
  • calculate_style_probabilityadded

    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.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 79 / 100

no-repository
provenance45
liveness98
freshness100
hygiene80

+website +reachable +uptime-96% +updated-18d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://thedollscout.com/mcp streamable-httpnoneyes96%221 ms2025-06-182026-10-20

Tools (10)

calculate_style_probabilityread-onlyCalculate 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.
compare_blind_box_budgetread-onlyCompare 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.
define_labubu_termread-onlyPlain-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.
estimate_collection_progressread-onlyEstimate 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.
find_collector_toolsread-onlyFind 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.
get_collecting_guideread-onlyRead a published guide for one of eight collectible brands with official source links, review date and limitations. Not current stock, resale valuation or authentication.
labubu_fake_signalsread-onlyThe 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.
labubu_rarity_oddsread-onlyCommonly 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.
plan_display_fitread-onlyCalculate 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.
secret_pull_probabilityread-onlyProbability 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.

Schemas: list_tools.

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Official server.json
{
  "name": "io.github.f-tiger/dollscout-collecting",
  "title": "The Doll Scout · Collecting Tools",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://thedollscout.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "2.4.0",
  "websiteUrl": "https://thedollscout.com/for-agents",
  "description": "TDS collectible-toy guides, blind-box odds, display fit and read-only tool discovery."
}