# ShotPulled (shotpulled.com)

Logs espresso shots and tracks bean freshness, then suggests the one grinder setting to change next.

- Atlas card: https://inite.ai/en/atlas/shotpulled.com
- Site: https://shotpulled.com
- For: Home espresso drinkers dialing in shots with a grinder, scale and bag of beans
- Use 0/100 · alive 100/100

## Used for

- log espresso shots and taste notes for each bag
- get one grinder adjustment after a sour or bitter shot
- track roast-date freshness and grams left in each bag

## Price

Not read yet.

## For developers

- MCP server: com.shotpulled/shotpulled (namespace; open on 2026-10-25, 44 tools)
- Read 2026-10-25

## MCP server, measured daily

Server: https://mcp.shotpulled.com/mcp, checked every day since 2026-10-25 (10 checks).

- Answered: 100% of daily checks
- Median first answer: 290 ms
- Sign-in: none
- Context its tool definitions take: about 15164 tokens (44 tools)
- Tool definitions: A, 92/100
- Failing "params_described": 21 of 44 tools
- Warning "open_writes": set_grinder_position, set_equipment_archived, update_grinder, update_machine, update_scale
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-25

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Source: INITE Atlas, https://inite.ai/en/atlas/shotpulled.com. JSON: https://inite.ai/api/atlas/shotpulled.com. MCP: https://inite.ai/api/mcp (atlas_lookup).