MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Payments & trading

MyHairMail Agent Tools

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

Checks passed
12 / 22

2 failed · 8 not measured

Median response
716 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
3

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 716 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name myhairmail-agent-tools.

  • Pass
    Lists tools

    tools/list returned 3 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 716 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 716 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    9 of 9 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-09-27T22:08:06.678197Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using MyHairMail Agent Tools

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http myhairmail-agent-tools https://mcp.myhairmailtools.com/mcp

Capabilities

Tools 3

check_stock

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. available_quantity is the exact number of units available now (0 when none). availability is one of in_stock | backordered (orderable now, ships when restocked; restock_eta_week given when known) | preorder (new style taking pre-orders: ships when it arrives; available_quantity is 0) | 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. Terms: https://mcp.myhairmailtools.com/terms

Discovered
color_crossmatch

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

Discovered
get_restock_eta

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 (for availability=preorder: the new style is open for pre-orders; false means not open yet). 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 confirms availability; available_quantity gives the units available now. Terms: https://mcp.myhairmailtools.com/terms

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected716 ms3