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MyHairMail Agent Tools

by com.myhairmailtools
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Server Details

Open, read-only wig stock, restock ETAs and cross-brand color matching. No key; fair-use limits.

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Status
Healthy
Uptime
25.7% over 55 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A4.1/5.0

Scored across 3 tools

Disambiguation4/5

check_stock (availability+price for a product/colour), color_crossmatch (equivalents in another brand), and get_restock_eta (restock timing) target distinct questions, and the descriptions actively steer users between them. There is mild overlap since check_stock also surfaces restock_eta_week, but the boundary is clearly explained.

Naming Consistency3/5

Names mix conventions: check_stock and get_restock_eta follow verb_noun, while color_crossmatch is a noun_noun form and uses a different verb style. The set is still readable and snake_case throughout, but the pattern is not fully predictable.

Tool Count3/5

Three tools is on the thin side for a commerce/availability domain, as adjacent needs (browsing styles, shipping, order status) are not covered. Each tool is well-defined, but the surface feels minimal even for the narrow stock/colour niche.

Completeness4/5

The core lifecycle of checking availability, finding colour equivalents, and forecasting restock is covered, with helpful fallbacks like supported_brands and did_you_mean in responses. No obvious way to discover products/brands directly, but that is a minor gap for the stated stock-focused purpose.

Available Tools

3 tools
check_stockCheck wig stock by colour
Read-onlyIdempotent
Inspect

Live availability of one wig or hairpiece style at MyHairMail, per colour, from the manufacturer's factory feed (not a nightly sync). Distinguishes backordered and discontinued colours, which the Shopify catalog reports as 'available' or omits. availability is one of in_stock | backordered (orderable now, ships when restocked; restock_eta_week given when known) | out_of_stock | discontinued (will not restock). Returns price_usd, compare_at_price_usd and a product_url to buy on myhairmail.com. With color: one product; without color: up to 12 colours (has_more=true means query a specific colour). Not found: did_you_mean styles, or supported_brands if the brand is not carried. When a colour is not buyable now, the response includes next_step naming the tool that finds an equivalent. Never returns quantities. Terms: https://mcp.myhairmailtools.com/terms

ParametersJSON Schema
NameRequiredDescriptionDefault
brandYesBrand name, e.g. 'Jon Renau', 'Raquel Welch', 'Belle Tress'
colorNoColor code or name, e.g. '12FS8' or 'Shaded Praline'. Optional; if omitted, returns per-color availability for up to 12 colors.
styleYesStyle name, e.g. 'Luna', 'Vesper'

Output Schema

ParametersJSON Schema
NameRequiredDescription
noteNo
matchYes
colorsNo
productNo
has_moreNo
retailerYes
next_stepNo
did_you_meanNo
supported_brandsNo
color_crossmatchMatch a colour across wig brands
Read-onlyIdempotent
Inspect

Closest equivalent colours in ONE target brand for a known colour from a DIFFERENT brand, using MyHairMail's cross-brand colour mapping. Answers 'what is my shade called in brand X' — relevant when a colour is discontinued or out of stock, or when a shopper knows their shade in one brand and is shopping another. Returns up to 3 matches ranked by similarity (closest > close > approximate) with short tone notes, and when available an example_in_stock_style + product_url in the target brand. Same-brand requests are refused. One source colour and one target brand per call; 'all brands' and wildcards are not supported. Unknown brand: supported_brands is returned. Terms: https://mcp.myhairmailtools.com/terms

ParametersJSON Schema
NameRequiredDescriptionDefault
source_brandYesBrand of the known color, e.g. 'Jon Renau'
source_colorYesColor code or name, e.g. '12FS8' or 'Shaded Praline'
target_brandYesSingle brand to match into, e.g. 'Belle Tress'. Wildcards and 'all brands' are not supported.

Output Schema

ParametersJSON Schema
NameRequiredDescription
noteNo
matchYes
reasonNo
matchesNo
retailerYes
source_brandNo
source_colorNo
target_brandNo
supported_brandsNo
source_color_queryNo
get_restock_etaGet restock week for a colour
Read-onlyIdempotent
Inspect

Expected back-in-stock week for one colour of a MyHairMail wig that is backordered or out of stock, from live factory availability. restock_eta_week is the Monday (YYYY-MM-DD) of the ISO week of expected arrival; eta_display is human phrasing ('week of Nov 9'). preorder_available=true means it can be ordered now and ships when restocked. discontinued means it will not restock; the response then includes next_step naming the tool that finds an equivalent. For an in_stock colour this simply confirms availability. Never returns quantities. Terms: https://mcp.myhairmailtools.com/terms

ParametersJSON Schema
NameRequiredDescriptionDefault
brandYesBrand name, e.g. 'Envy', 'Jon Renau'
colorYesColour name or code exactly as listed on the product, e.g. 'Prosecco' or 'FS26/31S6'
styleYesStyle name, e.g. 'Charlotte Hand-Tied'

Output Schema

ParametersJSON Schema
NameRequiredDescription
noteNo
matchYes
productNo
retailerYes
next_stepNo
did_you_meanNo
supported_brandsNo

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedget_restock_eta1 field changed
      • changedInput schema / properties / color / description
        Previous value: -"Colour name or code exactly as listed by check_stock, e.g. 'Prosecco' or 'FS26/31S6'"New value: +"Colour name or code exactly as listed on the product, e.g. 'Prosecco' or 'FS26/31S6'"
  2. 3 tool updates
    • Changedcheck_stock1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "additionalProperties": {},
+  "properties": {
+    "colors": {
+      "items": {
+        "additionalProperties": {},
+        "properties": {
+          "availability": {
+            "enum": [
+              "in_stock",
+              "out_of_stock",
+              "backordered",
+              "discontinued"
+            ],
+            "type": "string"
+          },
+          "brand": {
+            "type": "string"
+          },
+          "color": {
+            "type": "string"
+          },
+          "compare_at_price_usd": {
+            "type": "number"
+          },
+          "eta_display": {
+            "type": "string"
+          },
+          "price_usd": {
+            "type": "number"
+          },
+          "product_url": {
+            "type": "string"
+          },
+          "restock_eta_week": {
+            "type": "string"
+          },
+          "ships_today_cutoff": {
+            "type": "string"
+          },
+          "style": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "brand",
+          "style",
+          "availability",
+          "price_usd",
+          "product_url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "did_you_mean": {
+      "items": {
+        "additionalProperties": {},
+        "properties": {
+          "brand": {
+            "type": "string"
+          },
+          "color": {
+            "type": "string"
+          },
+          "style": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "brand",
+          "style"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "has_more": {
+      "type": "boolean"
+    },
+    "match": {
+      "type": "boolean"
+    },
+    "next_step": {
+      "additionalProperties": {},
+      "properties": {
+        "reason": {
+          "type": "string"
+        },
+        "tool": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "tool",
+        "reason"
+      ],
+      "type": "object"
+    },
+    "note": {
+      "type": "string"
+    },
+    "product": {
+      "additionalProperties": {},
+      "properties": {
+        "availability": {
+          "enum": [
+            "in_stock",
+            "out_of_stock",
+            "backordered",
+            "discontinued"
+          ],
+          "type": "string"
+        },
+        "brand": {
+          "type": "string"
+        },
+        "color": {
+          "type": "string"
+        },
+        "compare_at_price_usd": {
+          "type": "number"
+        },
+        "eta_display": {
+          "type": "string"
+        },
+        "price_usd": {
+          "type": "number"
+        },
+        "product_url": {
+          "type": "string"
+        },
+        "restock_eta_week": {
+          "type": "string"
+        },
+        "ships_today_cutoff": {
+          "type": "string"
+        },
+        "style": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "brand",
+        "style",
+        "availability",
+        "price_usd",
+        "product_url"
+      ],
+      "type": "object"
+    },
+    "retailer": {
+      "type": "string"
+    },
+    "supported_brands": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "match",
+    "retailer"
+  ],
+  "type": "object"
+}
    • Changedcolor_crossmatch1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "additionalProperties": {},
+  "properties": {
+    "match": {
+      "type": "boolean"
+    },
+    "matches": {
+      "items": {
+        "additionalProperties": {},
+        "properties": {
+          "example_in_stock_style": {
+            "type": "string"
+          },
+          "product_url": {
+            "type": "string"
+          },
+          "similarity": {
+            "enum": [
+              "closest",
+              "close",
+              "approximate"
+            ],
+            "type": "string"
+          },
+          "target_brand": {
+            "type": "string"
+          },
+          "target_color": {
+            "type": "string"
+          },
+          "tone_notes": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "target_brand",
+          "target_color",
+          "similarity",
+          "tone_notes"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "note": {
+      "type": "string"
+    },
+    "reason": {
+      "type": "string"
+    },
+    "retailer": {
+      "type": "string"
+    },
+    "source_brand": {
+      "type": "string"
+    },
+    "source_color": {
+      "type": "string"
+    },
+    "source_color_query": {
+      "type": "string"
+    },
+    "supported_brands": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "target_brand": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "match",
+    "retailer"
+  ],
+  "type": "object"
+}
    • Changedget_restock_eta4 fields changed
      • addedInput schema / properties / brand / description
        Added value: +"Brand name, e.g. 'Envy', 'Jon Renau'"
      • addedInput schema / properties / color / description
        Added value: +"Colour name or code exactly as listed by check_stock, e.g. 'Prosecco' or 'FS26/31S6'"
      • addedInput schema / properties / style / description
        Added value: +"Style name, e.g. 'Charlotte Hand-Tied'"
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "additionalProperties": {},
+  "properties": {
+    "did_you_mean": {
+      "items": {
+        "additionalProperties": {},
+        "properties": {
+          "brand": {
+            "type": "string"
+          },
+          "color": {
+            "type": "string"
+          },
+          "style": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "brand",
+          "style"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "match": {
+      "type": "boolean"
+    },
+    "next_step": {
+      "additionalProperties": {},
+      "properties": {
+        "reason": {
+          "type": "string"
+        },
+        "tool": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "tool",
+        "reason"
+      ],
+      "type": "object"
+    },
+    "note": {
+      "type": "string"
+    },
+    "product": {
+      "additionalProperties": {},
+      "properties": {
+        "availability": {
+          "enum": [
+            "in_stock",
+            "out_of_stock",
+            "backordered",
+            "discontinued"
+          ],
+          "type": "string"
+        },
+        "brand": {
+          "type": "string"
+        },
+        "color": {
+          "type": "string"
+        },
+        "compare_at_price_usd": {
+          "type": "number"
+        },
+        "eta_display": {
+          "type": "string"
+        },
+        "notify_url": {
+          "type": "string"
+        },
+        "preorder_available": {
+          "type": "boolean"
+        },
+        "price_usd": {
+          "type": "number"
+        },
+        "product_url": {
+          "type": "string"
+        },
+        "restock_eta_week": {
+          "type": "string"
+        },
+        "ships_today_cutoff": {
+          "type": "string"
+        },
+        "style": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "brand",
+        "style",
+        "availability",
+        "price_usd",
+        "product_url",
+        "preorder_available",
+        "notify_url"
+      ],
+      "type": "object"
+    },
+    "retailer": {
+      "type": "string"
+    },
+    "supported_brands": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "match",
+    "retailer"
+  ],
+  "type": "object"
+}
  3. 3 tool updates
    • First observedcheck_stock
    • First observedcolor_crossmatch
    • First observedget_restock_eta

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