Agent
Discoverability

Espresso Dial-In Calculator

Fix your espresso shot

View in the ChatGPT registry
Integration details

Description

Enter dose, yield and shot time (and how it tasted) and get the brew ratio, flow rate, an under- or over-extraction verdict and a concrete next recipe: grind direction, dose, target yield and time, one change per shot. Also converts brew ratios for espresso and other methods, troubleshoots channeling, crema, choking and milk foam by machine type, sets a descaling schedule from your water hardness, and ranks home espresso machines and whole-bean coffees for how you drink. Typical requests: espresso ratio calculator, my espresso is sour what do I change, shot pulls too fast, espresso too bitter grind coarser or finer, 18g in 36g out how many seconds, espresso channeling fix, no crema, how often to descale espresso machine, best espresso machine under 500, best beans for espresso with milk, Breville Bambino vs Gaggia Classic, pour over ratio for 15 g. Every result is shown as a card with the verdict, the next recipe and links to the matching scale, tamper, distribution tool, cleaner or machine (physical goods) and to puckbean.com. No account needed.

Integration type
Plugin
Verification status
Not applicable
Platform
ChatGPT
Category
Consumer & Lifestyle

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Hobby Reference & Maker Tools

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Access
No account required
First tracked
2026-10-23
Tool count
6
Geography
US
Agent DiscoverabilityChatGPT Plugin Discovery Score
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Primary Subcategory
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Primary Subcategory
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Tools

6 tools agents can invoke

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FAQs

Espresso Dial-In Calculator ChatGPT Plugin FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve Espresso Dial-In Calculator's ChatGPT Plugin discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Espresso Dial-In Calculator alternatives on ChatGPT?

As of 2026-10-23, Espresso Dial-In Calculator competes with 3D Printer on Demand, A-Z Dog Breeds, AI Museum, Angler Adventures: Lure Guide, ApexLog, Archivist AI, Atlarium Habitat Database MCP, Bardkeeper and 31 more in ChatGPT Hobby Reference & Maker Tools, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.