---
schema: "interfacedelta-service-md/1"
target_key: "sha256:7d29b23de641f72883a8f8fd6cf693e30c0280a47d0ee05294d66b009541e9d4"
origin: "https://moaibuy.com"
protocols: ["mcp"]
observed_at: "2026-11-12T14:23:35.772Z"
generated_at: "2026-11-13T00:40:58.851Z"
record_url: "https://interfacedelta.com/atlas/sha256:7d29b23de641f72883a8f8fd6cf693e30c0280a47d0ee05294d66b009541e9d4"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:7d29b23de641f72883a8f8fd6cf693e30c0280a47d0ee05294d66b009541e9d4"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://moaibuy.com

## Identity
- Origin: https://moaibuy.com
- Endpoints: https://moaibuy.com/mcp
- Protocols: mcp
- Registry names: com.moaibuy/moa
- First retained observation: 2026-11-12T14:23:35.772Z
- Latest observation: 2026-11-12T14:23:35.772Z

## Tools
- Tool 1: answer\_link (mcp); inputs: category\_id, free\_shipping, price\_max, q; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 2: check\_offer (mcp); inputs: item\_ids; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 3: connect\_shop (mcp); inputs: category\_id, check\_only, email, feed\_url, shop\_name, shop\_url; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 4: get\_product (mcp); inputs: item\_id; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 5: get\_products (mcp); inputs: item\_ids, response\_format; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 6: recommend\_top3 (mcp); inputs: avoid, category\_id, free\_shipping, must\_have, price\_max, q; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 7: register\_seller (mcp); inputs: email, shop\_name, shop\_url; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 8: search\_products (mcp); inputs: category\_id, cursor, free\_shipping, limit, price\_max, price\_min, q, response\_format; inputs omitted: 1; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 9: update\_seller\_offers (mcp); inputs: items, seller\_key; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 10: upsert\_seller\_products (mcp); inputs: products, seller\_key; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
Tools omitted: 0.

## Effect readings (AI)
- Tool 1 purpose: ◇ AI reading; Returns one shareable link and a one-line summary comparing sellers for a product query, with delivery times and total cost.; lens: tool-purpose-v1; model: not recorded.
- Tool 2 (check\_offer): ◇ AI reading; state: counted; reads (confidence 0.82); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 2 purpose: ◇ AI reading; Checks current price, stock and shipping fee for up to 10 item IDs before purchase, listing unavailable IDs as missing.; lens: tool-purpose-v1; model: not recorded.
- Tool 3 purpose: ◇ AI reading; Registers a store's website to import its products and re-read them daily; check\_only returns the status without registering.; lens: tool-purpose-v1; model: not recorded.
- Tool 4 (get\_product): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 4 purpose: ◇ AI reading; Shows one product's specs, options, shipping fee and required labeling details, looked up by item ID.; lens: tool-purpose-v1; model: not recorded.
- Tool 5 (get\_products): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 5 purpose: ◇ AI reading; Fetches prices, shipping fees and totals for up to 50 products by ID, listing any IDs that are not found.; lens: tool-purpose-v1; model: not recorded.
- Tool 6 purpose: ◇ AI reading; Returns three recommended domestic products plus up to two overseas-shipped picks, ranked by total cost, shipping and supplier grade.; lens: tool-purpose-v1; model: not recorded.
- Tool 7 purpose: ◇ AI reading; Creates a free seller registration for a shop and issues its one-time seller key, used for uploading product data.; lens: tool-purpose-v1; model: not recorded.
- Tool 8 (search\_products): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 8 purpose: ◇ AI reading; Lists Korean wholesale products matching a keyword, price range and shipping filters, showing totals with shipping fees included.; lens: tool-purpose-v1; model: not recorded.
- Tool 9 (update\_seller\_offers): ◇ AI reading; state: counted; updates (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 9 purpose: ◇ AI reading; Updates the price, stock count, or on/off sale status of up to 50 existing shop listings in one batch.; lens: tool-purpose-v1; model: not recorded.
- Tool 10 purpose: ◇ AI reading; Creates or updates up to 50 seller store product listings per call, publishing those that pass automatic checks right away.; lens: tool-purpose-v1; model: not recorded.

## Change history
No changes recorded in the retained history.

## Payment rails
- Protocols observed: none.
- HTTP 402 seen in retained observations: false.

## Not covered
- We don't call tools.
- We don't rate or certify.
- We don't publish prices.
- We cover only what was observed.

## Evidence
- Identity: observed / declared; observation time: 2026-11-12T14:23:35.772Z.
- Tools: declared; observation time: 2026-11-12T14:23:35.772Z.
- Effect readings (AI): AI reading; observation time: 2026-11-12T14:23:35.772Z.
- Change history: observed; observation time: 2026-11-12T14:23:35.772Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-12T14:23:35.772Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:7d29b23de641f72883a8f8fd6cf693e30c0280a47d0ee05294d66b009541e9d4",
  "origin": "https://moaibuy.com",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-12T14:23:35.772Z",
  "generated_at": "2026-11-13T00:40:58.851Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:7d29b23de641f72883a8f8fd6cf693e30c0280a47d0ee05294d66b009541e9d4",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:7d29b23de641f72883a8f8fd6cf693e30c0280a47d0ee05294d66b009541e9d4",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://moaibuy.com",
    "endpoints": [
      "https://moaibuy.com/mcp"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "com.moaibuy/moa"
    ],
    "first_retained_observation": "2026-11-12T14:23:35.772Z",
    "latest_observation": "2026-11-12T14:23:35.772Z"
  },
  "tools": [
    {
      "name": "answer_link",
      "protocol": "mcp",
      "inputs": [
        "category_id",
        "free_shipping",
        "price_max",
        "q"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns one shareable link and a one-line summary comparing sellers for a product query, with delivery times and total cost.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "check_offer",
      "protocol": "mcp",
      "inputs": [
        "item_ids"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.82
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Checks current price, stock and shipping fee for up to 10 item IDs before purchase, listing unavailable IDs as missing.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "connect_shop",
      "protocol": "mcp",
      "inputs": [
        "category_id",
        "check_only",
        "email",
        "feed_url",
        "shop_name",
        "shop_url"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Registers a store's website to import its products and re-read them daily; check_only returns the status without registering.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "get_product",
      "protocol": "mcp",
      "inputs": [
        "item_id"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Shows one product's specs, options, shipping fee and required labeling details, looked up by item ID.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "get_products",
      "protocol": "mcp",
      "inputs": [
        "item_ids",
        "response_format"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Fetches prices, shipping fees and totals for up to 50 products by ID, listing any IDs that are not found.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "recommend_top3",
      "protocol": "mcp",
      "inputs": [
        "avoid",
        "category_id",
        "free_shipping",
        "must_have",
        "price_max",
        "q"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns three recommended domestic products plus up to two overseas-shipped picks, ranked by total cost, shipping and supplier grade.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "register_seller",
      "protocol": "mcp",
      "inputs": [
        "email",
        "shop_name",
        "shop_url"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Creates a free seller registration for a shop and issues its one-time seller key, used for uploading product data.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "search_products",
      "protocol": "mcp",
      "inputs": [
        "category_id",
        "cursor",
        "free_shipping",
        "limit",
        "price_max",
        "price_min",
        "q",
        "response_format"
      ],
      "inputs_omitted": 1,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Lists Korean wholesale products matching a keyword, price range and shipping filters, showing totals with shipping fees included.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "update_seller_offers",
      "protocol": "mcp",
      "inputs": [
        "items",
        "seller_key"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "updates",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Updates the price, stock count, or on/off sale status of up to 50 existing shop listings in one batch.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "upsert_seller_products",
      "protocol": "mcp",
      "inputs": [
        "products",
        "seller_key"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Creates or updates up to 50 seller store product listings per call, publishing those that pass automatic checks right away.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    }
  ],
  "tools_omitted": 0,
  "tools_state": "recorded",
  "changes": [],
  "payment_rails": {
    "protocols": [],
    "http_402_seen": false
  },
  "not_covered": [
    "We don't call tools.",
    "We don't rate or certify.",
    "We don't publish prices.",
    "We cover only what was observed."
  ],
  "evidence": [
    {
      "section": "Identity",
      "classes": [
        "observed",
        "declared"
      ],
      "observed_at": "2026-11-12T14:23:35.772Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-12T14:23:35.772Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-12T14:23:35.772Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-12T14:23:35.772Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-12T14:23:35.772Z"
    }
  ]
}
```