MCP.Market

Sf Beverage Skus MCP server

online · 100% uptime
by pratikgajjar·io.github.pratikgajjar/sf-beverage-skus·v0.3.0
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SF coffee, matcha, and chai catalog API: 439 SKUs across 13 merchants, prices in cents.

B81/100grade B
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Safety scan
B81/100

full report

Adoption
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0 stars

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Sf Beverage Skus tools (3, 1 write)

write = sends, deletes, buys or posts
  • get_skuFree

    Full detail for one SKU: item, merchant, location, and every option group with choices and price deltas (cents).

  • price_orderwrite actionFree

    Compute an order total: total_cents = sku.price_cents + SUM(option.price_delta_cents). Validates option_ids against the SKU; rejects unknown or inapplicable options.

  • search_skusFree

    Search SF beverage SKUs by item name, with optional category filter and geo search. Returns sku_id, merchant, distance, size, and price in integer cents.

Public scan report

scanner v0.1.10 · 2026-10-02 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 621ms20/20
  • Tool poisoning3 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 1 write-action tools with no auth3/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 81/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Sf Beverage Skus compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
81/100
higher than 62% of 48,255 servers
Tools
3
the typical server has 7
Tools that change things
33%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
87 ms
faster than 87% of 30,031 servers

What its tools let an agent do: 2 read · 1 change

Install Sf Beverage Skus in Claude Code, Cursor or VS Code

claude mcp add --transport http sf-beverage-skus https://sf-beverage-skus.luff.workers.dev/mcp
Add to Cursor

What the publisher says

From the Sf Beverage Skus repository's README, as published. We do not edit it. Read it on GitHub

sf-beverage-skus

SKU-level coffee, matcha, and chai catalog for San Francisco. CC0-1.0. Pilot dataset for agent-native restaurant commerce. Schema: v2 (see SCHEMA.md).

The price formula

total_cents = sku.price_cents + SUM(selected option.price_delta_cents)

Money is integer cents everywhere. Divide by 100 for dollars.

Quick start (DuckDB)

SELECT m.name AS merchant, i.name AS item, s.size_name,
       s.price_cents/100.0 AS price
FROM read_parquet('parquet/skus.parquet') s
JOIN read_parquet('parquet/items.parquet') i USING (item_id)
JOIN read_parquet('parquet/merchants.parquet') m USING (merchant_id)
WHERE i.category = 'matcha' AND i.name ILIKE '%latte%'
ORDER BY s.price_cents LIMIT 10;

Tables

IDs are deterministic hierarchical slugs (starbucks--caffe-latte--tall, ...--tall--milk--oat).

Provenance

Mixed sources, all read-only (no orders, sign-ins, or payments): DoorDash, Square, Toast storefronts. priceobservations.parquet records checkedat and sourceurl per observation; skuid is null when the match was not confident. Aggregator prices may differ from walk-in prices.

Write paths

skus.price_cents only on confident matches.

  • ingest.py — item/template records in, idempotent upsert on deterministic IDs.
  • update_prices.py — price-refresh records in; appends history, updates
  • geocode.py, query.py — location backfill; geo + item search.

Nothing above is checked by us. What we check is on the safety report.

Sf Beverage Skus: common questions

Is Sf Beverage Skus MCP server safe?
Mostly: it is graded B (81/100). Read the Sf Beverage Skus safety report
How do I install Sf Beverage Skus?
It runs remotely at sf-beverage-skus.luff.workers.dev. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Sf Beverage Skus need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Sf Beverage Skus maintained?
The last commit was 33 days ago (2026-10-02). The latest release is v0.3.0.
Is Sf Beverage Skus up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Sf Beverage Skus compare with other MCP servers?
safety score 81/100 (higher than 62% of 48,255 servers); tools 3 (the typical server has 7); tools that change things 33% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.