Atlas entry
thedollscout. com
18 capabilities over MCP. First atlas observation.
18 capabilities, 13 of them tools. 3 only read. 6 only compute. 4 have no reading.◇
AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.
AI readings summary · beta
The service lists 13 tools, and 9 have AI readings.
get_collecting_guide, labubu_rarity_odds and search_collection_series are read as read-only.
Written by code from the AI readings on this page: it groups them and says nothing they do not.
What an agent can do here
AI readings, beta · Readings on 9 of 13 MCP tools.
Moves money
0
No tool read this way.
Deletes or cancels records
0
No tool read this way.
Sends messages to people
0
No tool read this way.
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.
No counted reading 4 tools No reading was counted, so any effect above is possible for them: find_collector_tools, labubu_fake_signals, prepare_collection_checklist, prepare_swap_event_card.
What changed
First atlas observation. Atlas history
Look first
AI reading, beta: AI adds items here; it never removes one.
No tool is read as one of the six effects. A zero is a count, not a clearance.
Surfaces
5 protocols checked
| ARD | Not found | No document retrieved |
|---|---|---|
| A2A | Not found | 0 skills |
| MCP | Valid | 2025-06-18 · 13 tools · 5 resources · prompts not advertised |
| OpenAPI | Not detected | 0 operations |
| WebMCP | Not detected | 0 declarative form tools · experimental |
Exact states and meaning
- ARDabsent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- A2Aabsent
Exact state: not found · 0 skills
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- MCPobserved
Exact state: valid · Revision 2025-06-18 · 13 tools · 5 resources · prompts not advertised
A usable protocol document was retrieved and validated.
Directly observed
- OpenAPIabsent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
- WebMCPabsent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched
Capabilities
Showing 18 of 18.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as none of the six 9 Not a clearance. | |||||||
| boxes*, probabilityPercent, regularStyles, secretOddsN and 1 more | Computes only, changes nothing0.90 | ||||||
| |||||||
| boxCost*, budget*, confirmedCost*, fixedCost* and 1 more | Computes only, changes nothing0.80 | ||||||
| |||||||
| term* | Computes only, changes nothing0.80 | ||||||
| |||||||
| boxes*, ownedStyles*, regularStyles*, secretPercent* | Computes only, changes nothing0.85 | ||||||
| |||||||
| brand*, language | Reads only0.90 | ||||||
| |||||||
| no inputs | Reads only0.85 | ||||||
| |||||||
| depth*, gap*, height*, itemDepth* and 4 more | Computes only, changes nothing0.86 | ||||||
| |||||||
| brand, language, limit, query* | Reads only0.88 | ||||||
| |||||||
| boxes*, oddsN* | Computes only, changes nothing0.85 | ||||||
| |||||||
| No counted reading 4 No reading was counted, so any effect is possible. | |||||||
| language, task | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| language, owned*, seriesId*, wanted | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| eventDate*, eventName*, exchangeMode*, kind* and 5 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| MCP resources 5 Not read by AI. | |||||||
| no inputs | Not read | ||||||
| |||||||
| no inputs | Not read | ||||||
| |||||||
| no inputs | Not read | ||||||
| |||||||
| no inputs | Not read | ||||||
| |||||||
| no inputs | Not read | ||||||
| |||||||
Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.
Not observed in this Passport: A2A skills, MCP prompts, OpenAPI operations.
The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.
The comparison with the previous observation is shown only to the account that recorded it.
Atlas history
1 observation
- 18 capabilities · MCP 2025-06-18 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
b687b1bfede0c35db72180aee56a46527d29073d936c5971de355b2c50a92a41- Passport schema
- 0.5.0, passport-semantic-v4
- Consistency
- MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable
Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.
Declared and observed
13 tools declare hints; the AI readings agree with all 9 that have a reading.
A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.
About this entry
io.github.f-tiger/dollscout-collectingListedOfficial MCP Registry · first listed 6 Nov 2026 · last listed 6 Nov 2026
Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal
Identity and snapshot
- Target key
sha256:ba18d7baaee9f12d9d1f7591d3db89773b94770a185ae5969b2fbce9b3157100- Locator SHA-256
e66e066c7aacc252771fd114bd2c18f4cb84512bd278e93df9ec5b7b1135e923- Snapshot generated
- 11 Nov 2026, 22:36 UTC
The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.

