NiMCoffee 新印象咖啡
https://mcp.nimcoffee.com/mcp ↗
Description
Order freshly self-roasted specialty coffee from NiMCoffee, a coffee roaster in Fuzhou, China.
What our measurements say
NiMCoffee 新印象咖啡 is a remote MCP server published at mcp.nimcoffee.com. It has been probed 8 times since 9/12/2026. It answered in 8 of them (100.0%), a near-uninterrupted record. Median response time is 1,238 ms, a delay an agent will notice. It exposes a broad tool surface of 16 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Clear separation of authentication, product management, and order-related tools.
- Consistent use of 'token' parameter for user authentication across multiple tools.
Weaknesses
- Some tool names (e.g., 'get_recommendations') are vague about their specific use case.
- Descriptions often omit constraints (e.g., 'search_products' doesn't clarify if 'limit' has a maximum value).
- Overlapping functions between 'get_order_status' and 'check_payment_status' may confuse agents.
- No error handling or validation details in any tool descriptions.
get_recommendations— Name doesn't clarify if it's based on purchase history or preferencessearch_products— Parameter 'limit' lacks maximum value documentationcreate_order— No mention of inventory checks or stock availability constraintsverify_and_bind— No error handling for invalid codes or duplicate bindings
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 3485ms → warm 2177ms (penalty 1308ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
send_verification_codeSend SMS verification code to the user's phone number.
phonestringrequired
verify_and_bindVerify SMS code and bind the user. Returns a user token for subsequent operations.
phonestringrequiredcodestringrequired
search_productsSearch NiMCoffee products by keyword, category, origin, or flavor.
keywordstringcategorystringlimitintegertokenstring
get_product_detailGet detailed information about a specific product.
product_idintegerrequiredtokenstring
get_recommendationsGet personalized coffee recommendations based on user preferences.
tokenstring
create_orderCreate an order for a NiMCoffee product.
product_idintegerrequiredquantityintegertokenstring
get_payment_qrcodeGet WeChat Pay QR code for an order. Returns a QR code image for user to scan.
order_idintegerrequiredtokenstring
pay_with_balancePay for an order using member balance (no WeChat needed).
order_idintegerrequiredtokenstring
check_payment_statusCheck if an order has been paid.
order_idintegerrequiredtokenstring
get_order_statusGet the current status of an order (preparation, ready for pickup, etc).
order_idintegerrequiredtokenstring
cancel_orderCancel a pending order.
order_idintegerrequiredtokenstring
list_ordersList user's recent orders.
statusstringlimitintegertokenstring
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
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