Atlas entry
moaibuy.
10 capabilities over MCP. First atlas observation.
10 tools. 4 only read. 1 changes records. 5 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 10 tools, and 5 have AI readings.
update_seller_offers is read as changing records.
4 tools are read as read-only, including check_offer, get_products and get_product.
update_seller_offers: Updates the price, stock count, or on/off sale status of up to 50 existing shop listings in one batch.
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 5 of 10 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 5 tools No reading was counted, so any effect above is possible for them: answer_link, connect_shop, recommend_top3, register_seller, upsert_seller_products.
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 | 2026-07-28 · 10 tools · resources not advertised · 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 2026-07-28 · 10 tools · resources not advertised · 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 10 of 10.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as none of the six 5 Not a clearance. | |||||||
| Checks current price, stock and shipping fee for up to 10 item IDs before purchase, listing unavailable IDs as missing.item_ids* | Reads only0.82 | ||||||
| |||||||
| Shows one product's specs, options, shipping fee and required labeling details, looked up by item ID.item_id* | Reads only0.90 | ||||||
| |||||||
| Fetches prices, shipping fees and totals for up to 50 products by ID, listing any IDs that are not found.item_ids*, response_format | Reads only0.90 | ||||||
| |||||||
| Lists Korean wholesale products matching a keyword, price range and shipping filters, showing totals with shipping fees included.category_id, cursor, free_shipping, limit and 5 more | Reads only0.88 | ||||||
| |||||||
| Updates the price, stock count, or on/off sale status of up to 50 existing shop listings in one batch.items*, seller_key* | Changes records0.88 | ||||||
| |||||||
| No counted reading 5 No reading was counted, so any effect is possible. | |||||||
| Returns one shareable link and a one-line summary comparing sellers for a product query, with delivery times and total cost.category_id, free_shipping, price_max, q* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Registers a store's website to import its products and re-read them daily; check_only returns the status without registering.category_id, check_only, email, feed_url and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Returns three recommended domestic products plus up to two overseas-shipped picks, ranked by total cost, shipping and supplier grade.avoid, category_id, free_shipping, must_have and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Creates a free seller registration for a shop and issues its one-time seller key, used for uploading product data.email, shop_name*, shop_url* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Creates or updates up to 50 seller store product listings per call, publishing those that pass automatic checks right away.products*, seller_key* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
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 resources, 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
- 10 capabilities · MCP 2026-07-28 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
b341f5a1f0a9dcc968aa6507e652ceeacd12574e05be580bc94651687dc964c8- Passport schema
- 0.5.0, passport-semantic-v4
- Consistency
- MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: not applicable · 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
10 tools declare hints; the AI readings agree with all 5 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
com.moaibuy/moaListedOfficial MCP Registry · first listed 12 Nov 2026 · last listed 12 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
sha256:7d29b23de641f72883a8f8fd6cf693e30c0280a47d0ee05294d66b009541e9d4- Locator SHA-256
c8419e0a8aa559bcbaf14490a9d1c29177cfbe38fde58e7c7de86a2df54a2fd3- Snapshot generated
- 13 Nov 2026, 00:06 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.