ShotPulled
Espresso dialing: log a shot, say how it tasted, get one change in your grinder's own clicks.
| Endpoint | https://mcp.shotpulled.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.4.1 |
| Now | 44 tools · grade D (55) · pin ts_d896b33a0e4657328f2122a8973ab5e6 · protocol 2025-06-18 |
| First / last listed | 2026-10-25 05:00 UTC / 2026-10-25 05:00 UTC |
| Grade over time | 2026-10-25: D (55), 44 tools |
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Tools: register_grinder set_grinder_position register_machine set_equipment_archived update_grinder update_machine update_scale update_water log_maintenance set_maintenance_offset set_maintenance_schedule get_maintenance_guides list_maintenance_due register_water list_waters register_scale list_scales register_program register_coffee set_active update_bean get_dial_state log_shot lock_recipe delete_shot update_shot list_recipes get_stats list_grinders list_machines list_beans grinder_math compute_age diagnose_shot suggest_next_step log_recommendation get_rule get_kb_version kb_changelog diagnose_preview list_shots register_bag update_bag merge_beans
register_grinder | Register a manual or electric grinder with its dial settings scheme. It becomes the active grinder only when no grinder is in use (none active, or the active one archived); otherwise call set_active with its grinder_id to switch to it. The `active` field of the reply says which. params: name*, motor_type*, burr_type*, setting_scheme*, direction_convention*, nominal_step*, components_spec, min_value, max_value, microns_per_step, notes, archived, photo, catalog_id |
set_grinder_position | Set the current grinder collar position. source="measured" resets verification freshness. It replaces the stored position; no history of earlier positions is kept. params: grinder_id*, setting_label*, source* |
register_machine | Register an espresso or alternative preparation machine. It becomes the active machine only when no machine is in use (none active, or the active one archived); otherwise call set_active with its machine_id to switch to it. The `active` field of the reply says which. params: name*, control_type*, basket_size_grams, boiler_type, notes, prep_type, prep_style, archived, photo, tools, connected_device, built_in_grinder_id, catalog_id, hardness_dh |
set_equipment_archived | Archive or restore a grinder, machine, water, or scale. params: kind*, id*, archived* |
update_grinder | Correct a registered grinder: its name, burrs, collar scheme, nominal step, layout, range or notes. Only the keys you send in fields change; send null to clear an optional field (an empty string also clears a text field, but not a number or a closed list). Required fields can be changed but not cleared. fields may be omitted when only reason is sent. setting_scheme, nominal_step and components_spe params: grinder_id*, fields, reason, dry_run |
update_machine | Correct a registered machine (its name, control type, prep type and style, basket, boiler, accessories or notes), or record where its selectors stand (settings). Only the keys you send in fields change; send null to clear an optional field (an empty string also clears a text field, but not a number or a closed list). Required fields can be changed but not cleared. fields may be omitted when only r params: machine_id*, fields, reason |
update_scale | Correct a registered scale: its type, resolution, capacity, capabilities, build or notes. Only the keys you send in fields change; send null to clear an optional field (an empty string also clears a text field, but not a number or a closed list). Required fields can be changed but not cleared. fields may be omitted when only reason is sent. The three capabilities are 1, 0, or null for "the maker n params: scale_id*, fields, reason |
update_water | Correct a registered water: its name, type, mineral figures or notes. Only the keys you send in fields change; send null to clear an optional field (an empty string also clears a text field, but not a number or a closed list). Required fields can be changed but not cleared. fields may be omitted when only reason is sent. params: water_id*, fields, reason |
log_maintenance | Log a cleaning or maintenance job against a piece of equipment. A task that takes the thing apart opens a calibration epoch, and every recipe locked before it is read through that epoch's offset. Record the offset here if you counted the clicks while reassembling, which is the one moment anybody actually knows it. Any task in the maintenance vocabulary can be logged against a grinder or machine it params: equipment_kind*, equipment_id*, task*, performed_at, note, disturbs_zero, offset_value, offset_source, evidence, details, guide_id |
set_maintenance_offset | Record how far a maintenance job moved the reference, on an entry that opened a calibration epoch. Takes an ENTRY, not a piece of equipment: the offset belongs to the event that caused it, which is what lets several of them compose for a recipe locked before all of them. Zero is a legitimate measurement and means "measured, and it had not moved". Omit offset_value entirely to clear it back to unme params: entry_id*, offset_value, source, evidence |
set_maintenance_schedule | Set the user's own schedule for one maintenance task on one grinder or machine: their own interval, switching it off, or muting the reminder until a date. Only the keys you send in fields change; send every: null to go back to the maker's guidance and muted_until: null to unmute. Use it when the user states how often they do a task or asks to be left alone about one, never to invent an interval. T params: equipment_kind*, equipment_id*, task*, fields, changed_at |
get_maintenance_guides | Step-by-step maintenance guides: tools, supplies, steps and warnings, in our own words with the maker's documents as sources. With no arguments, every guide for the user's current grinders and machines (and the water filter fitted in each). With guide_ids, those guides; the ids come from maintenance.tasks[].guide.id in list_grinders and list_machines. Ids that match no guide are listed under missi params: guide_ids |
list_maintenance_due | What maintenance is due across the user's current grinders and machines, most urgent first. Use it for "is anything due?". Only tasks with an interval compete: a task the machine counts and signals itself, one done by habit or when a symptom shows, and one the maker advises against never appear. Each item says how far along it is (ratio, done of every, on which basis), whether it is coming up (soo params: status |
register_water | Register a custom or commercial water formulation. params: name*, type, tds, gh, kh, sodium, calcium, magnesium, notes |
list_waters | List registered waters for the account. The `id` on each row is the number this account knows that record by, counting from 1: safe to show, and what other tools expect back. params: status |
register_scale | Register a brewing scale: the instrument that weighs the dose and the yield. params: name*, scale_type*, resolution_g, resolution_banded, capacity_g, width_mm, depth_mm, height_mm, water_resistance, connectivity, flow_rate_display, auto_tare, auto_timer, power, notes |
list_scales | List registered scales for the account. The `id` on each row is the number this account knows that record by, counting from 1: safe to show, and what other tools expect back. params: status |
register_program | Register a programmed shot button on a machine. A program cuts the shot off either by weight (program_type "volumetric", set target_volume_g) or by time (program_type "timed", set target_time_s). One machine can have a mix of both. A program_number the machine already has is overwritten with these settings; shots logged on it keep pointing at it. params: machine_id*, program_number*, program_type, target_volume_g, target_time_s, volume_source, description |
register_coffee | Register a coffee that is NOT yet in list_beans, together with its first bag. It does not switch a coffee in use: it becomes active only when no coffee is in use (none active, or the active one archived or with every bag finished); otherwise call set_active with its bean_id when the user starts brewing it. The `active` field of the reply says which. The coffee is the roaster's product (roaster, or params: name*, roast_date*, roast_level*, process_type*, roaster, origin, variety, dial_category, bag_notes, rest_window_days_min, rest_window_days_max, state, opened_date, storage, buy_date, bag_weight_g, cost, currency, decaffeinated, bean_mix, roast_range, roast_custom, roasting_type, aromatics, cupping_points, rating, favourite, url, ean, qr_code, co2e_kg, attachments, archived, frozen_at, unfrozen_at, frozen_storage, frozen_note, best_by_date, finished, notes |
set_active | Switch the active bean, grinder or machine for this account. The numbers come from list_beans, list_grinders and list_machines. Registering a coffee, grinder or machine makes it active only when nothing of that kind is in use (the `active` field of the reply says which), so call this to start using something new as well as to switch back. params: bean_id, grinder_id, machine_id, program_id |
update_bean | Update a coffee's own fields (roaster, origins, roast level, rest window, notes, rating…). Bag-shaped fields sent here (state, roast_date, bag_weight_g, grams_remaining, cost…) land on the coffee's CURRENT bag. Use update_bag when it has more than one. Changing dial_category changes what the engine advises (G5, C10), so say why in the optional note. params: bean_id*, fields*, reason |
get_dial_state | Retrieve current dialing state, active context, recent shots, recommendations, and locked recipes. params: none |
log_shot | Log an espresso or alternative shot/brew attempt. Uses the active context (bean/grinder/machine/program) unless overridden via bean_id/grinder_id/machine_id/program_id. ALWAYS pass bean_id explicitly when the user names a specific coffee, so the shot cannot land on the wrong bag. Backdate with pulled_at when the shot happened earlier. When the user reports taste (bitter, sour, harsh, hollow…), inc params: dose_g*, yield_g*, time_s*, bean_id, bag_id, grinder_id, machine_id, program_id, pulled_at, finish_action*, drink_intent, flavor_notes, sensory_tags, observations, temp_taste, rating, verdict, data_confidence, temperature_c, bloom_time_s, first_drip_time_s, pressure_profile, beverage_g, tds, water_id, vessel_name, vessel_weight_g, favourite, best_brew, tasted, flow_profile, method_tools, machine_settings |
lock_recipe | Lock a successful shot as the reference dialing recipe for this equipment profile. It overwrites the recipe already locked for the same coffee, grinder, machine, program and drink intent, which keeps its recipe_id. params: from_shot_id*, drink_intent* |
delete_shot | Delete a logged shot from history. Restores the bean's remaining weight (which is derived from logged doses). Hard delete: there is no undo. To fix a mistake on an otherwise-valid shot, prefer update_shot over delete-and-relog. params: shot_id* |
update_shot | Correct fields on an already-logged shot in place, with no need to delete and re-log. Use for fixing a wrong dose/yield/time or grind label, re-filing a shot onto the right bean (bean_id), backfilling rating/tasting notes, or fixing the timestamp (pulled_at). Changing grind_label re-derives the numeric grind position from the shot's grinder; changing yield/time/dose/tds keeps flow rate and extract params: shot_id*, fields* |
list_recipes | List recipes (all or filtered by equipment and status). The `id` on each row is the number this account knows that record by, counting from 1: safe to show, and what other tools expect back. params: bean_id, grinder_id, machine_id, status |
get_stats | Get compact flat usage stats for a grinder, machine, or bean. params: scope*, id* |
list_grinders | List grinders registered for the account, with status filter. The `id` on each row is the number this account knows that record by, counting from 1: safe to show, and what other tools expect back. Each row carries its maintenance block: every task with its class (S schedule, H habit, Y symptom, A the machine signals it, T technician, N never, U unstated, E event), due state, and the guide to follo params: status, maintenance |
list_machines | List machines registered for the account, with status filter. The `id` on each row is the number this account knows that record by, counting from 1: safe to show, and what other tools expect back. Each row carries its maintenance block, researched per model: every task with its class, due state, what the maker forbids, and the guide to follow. `settings` lists the selectors its model has and where params: status, maintenance |
list_beans | List the coffees registered for the account, with status filter. Each coffee carries its bags[] (every purchase, with its own freshness and grams left) and current_bag_id; the row's top-level roast_date, state, grams_remaining and age fields are the current bag's. The `id` on each row is the number this account knows that coffee by, counting from 1: safe to show, and what other tools expect back; params: status |
grinder_math | Determine steps/clicks difference and directions between setting labels (C3). params: grinder_id*, from_label*, to_label* |
compute_age | Compute a bag's age in days off roast and its resting/staling verdict, for the coffee's current bag by default or for the bag named. params: bean_id*, bag_id |
diagnose_shot | Evaluate shot metrics to provide ranked hypotheses (C6) and warn on flip-flops (G2) or fatigue (G6). Resolves the SHOT's own bean (age computed at the shot's pulled_at), never the active profile, and echoes it as bean_context, so diagnosing an older or differently-filed shot is always safe. The engine reads metrics and sensory tags, NOT free-text notes, so make sure taste feedback is recorded as s params: shot_id |
suggest_next_step | Retrieve the single next experiment step from the reasoning engine. params: bean_id* |
log_recommendation | Log a recommended dialing change to allow contradiction/oscillation checking (G2). params: lever*, direction*, rationale*, confidence*, cited_rules, based_on_shot |
get_rule | Retrieve the detailed text of a specific rule from the knowledge base by its rule ID. params: rule_id* |
get_kb_version | Retrieve the current version of the knowledge base. params: none |
kb_changelog | Retrieve the changelog showing updates and version differences for the knowledge base. params: none |
diagnose_preview | Sandbox-only diagnosis, writes nothing (no verdict, no recommendation-trail entry). Two modes: pass shot_id to dry-run a LOGGED shot (optionally overriding its sensory_tags, for the "what would this read as?" preview; the shot's own bean and its age at pulled_at are used), or pass the full metric set (bean_id, grinder_id, machine_id, grind_label, dose_g, yield_g, time_s, source) for a hypothetical params: shot_id, bean_id, grinder_id, machine_id, grind_label, dose_g, yield_g, time_s, source, sensory_tags |
list_shots | List shot history with support for pagination and filtering. Every shot carries a derived taste_pending flag (1 = logged with no sensory tags, no rating, and no tasted flip: the tasting is still owed and can be backfilled with update_shot). params: filters, limit, offset |
register_bag | Register another bag of a coffee that is already in list_beans: the same roaster's product, bought again. It keeps the coffee's recipes, notes and history; only the purchase facts (roast date, weight, price, state) are new. Does not change the active coffee. Returns a bag_id: bag numbers are their own series, separate from bean numbers. For a coffee that is not in list_beans yet, call register_cof params: bean_id*, roast_date*, bag_weight_g, cost, currency, buy_date, state, opened_date, storage, best_by_date, bag_notes, ean, qr_code, catalog_coffee_id, product_id, lot_revision_id |
update_bag | Change bag-level facts on one bag of a coffee: open, seal, freeze, thaw or finish it, correct its roast date, weight, grams left or price. Bag numbers come from the bags[] on list_beans (or current_bag_id). For the coffee itself (roaster, origin, roast level, rest window, notes), use update_bean. params: bag_id*, fields*, reason |
merge_beans | Fold one coffee into another when the same coffee was registered twice. Every bag, shot, recipe and recommendation of from_bean_id moves to into_bean_id; the active coffee follows if it was the one merged away; origins move only if the target has none. Where both hold a locked recipe for the same grinder, machine, program and drink, the newer lock wins and the older is deleted. The source coffee i params: from_bean_id*, into_bean_id*, reason |
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