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com.shotpulled/shotpulled
serveur MCP (Model Context Protocol) · shotpulled 1.3.7
Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur.
Est-ce que com.shotpulled/shotpulled est sûr ?
Au dernier audit MCP Hub, le serveur MCP « com.shotpulled/shotpulled » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.
Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.
Les 44 outils
- compute_age≈ 309 tokens
Compute a bag's age in days off roast and its resting/staling verdict — the coffee's current bag by default, or the bag named.
Paramètres, retour & exemple (2)
Paramètresbag_id· integer|null · optionnel
A bag of that coffee (from list_beans' bags[]); null = its current bagbean_id· integer · requis
Exemple d'appel{"name": "compute_age", "arguments": {"bean_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"bag_id": 1, "bean_id": 1, "verdict": "texte", "age_days": 1, "warnings": [], "roast_date": "texte", "rest_window": "texte", "days_off_roast": 1, "grams_remaining": "texte", "days_since_opened": "texte", "effective_age_days": 1, "frozen_days_excluded": 1}} - delete_shot≈ 199 tokens
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.
Paramètres, retour & exemple (1)
Paramètresshot_id· integer · requis
ID of the shot to delete
Exemple d'appel{"name": "delete_shot", "arguments": {"shot_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "deleted_shot_id": 1}} - diagnose_preview≈ 797 tokens
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 — 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 shot. Identical output shape to diagnose_shot, including bean_context.
Paramètres, retour & exemple (10)
Paramètresdose_g· number · optionnel
Dose in gramssource· string · optionnel · measured | recalled | assumed
Grinder position source — affects G1 warning (raw mode only)time_s· number · optionnel
Extraction time in secondsbean_id· integer · optionnel
Coffee bean ID (must belong to this account)shot_id· integer · optionnel
Preview a logged shot by ID (dry-run; ignores the metric params below)yield_g· number · optionnel
Yield in gramsgrinder_id· integer · optionnel
Grinder ID (must belong to this account)machine_id· integer · optionnel
Machine ID (must belong to this account)grind_label· string · optionnel
Grinder setting label, e.g. "1.1.3"sensory_tags· array · optionnel
Sensory observations, e.g. ["sour","bitter"]. With shot_id: replaces the stored tags for this preview (omit to use stored; [] = none).
Exemple d'appel{"name": "diagnose_preview", "arguments": {"dose_g": 1, "source": "measured", "time_s": 1, "bean_id": 1, "shot_id": 1, "yield_g": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"facts": [], "category": "texte", "warnings": [], "hypotheses": [], "kb_version": "texte", "bean_context": {}, "one_variable_only": true}} - diagnose_shot≈ 571 tokens
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 sensory_tags on the shot (via log_shot or update_shot) before diagnosing; otherwise an in-range shot that tastes bad will come back "balanced".
Paramètres, retour & exemple (1)
Paramètresshot_id· integer · optionnel
Optional shot ID; defaults to last pulled shot.
Exemple d'appel{"name": "diagnose_shot", "arguments": {"shot_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"facts": [], "category": "texte", "warnings": [], "hypotheses": [], "kb_version": "texte", "bean_context": {}, "one_variable_only": true}} - get_dial_state≈ 2931 tokens
Retrieve current dialing state, active context, recent shots, recommendations, and locked recipes.
Paramètres, retour & exemple (0)
Exemple d'appel{"name": "get_dial_state", "arguments": {}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"recent_shots": [], "active_coffee": {}, "locked_recipe": {}, "active_grinder": {}, "active_machine": {}, "active_program": "texte", "maintenance_summary": {}, "recent_recommendations": []}} - get_kb_version≈ 111 tokens
Retrieve the current version of the knowledge base.
Paramètres, retour & exemple (0)
Exemple d'appel{"name": "get_kb_version", "arguments": {}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"kb_version": "texte"}} - get_maintenance_guides≈ 847 tokens
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 missing.
Paramètres, retour & exemple (1)
Paramètresguide_ids· array · optionnel
Optional — the guides to fetch. Omit for every guide the user's equipment can use
Exemple d'appel{"name": "get_maintenance_guides", "arguments": {"guide_ids": []}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"guides": [], "missing": "texte", "catalog_version": "texte"}} - get_rule≈ 152 tokens
Retrieve the detailed text of a specific rule from the knowledge base by its rule ID.
Paramètres, retour & exemple (1)
Paramètresrule_id· string · requis
The ID of the rule to fetch, e.g. CAT.DARK
Exemple d'appel{"name": "get_rule", "arguments": {"rule_id": "texte"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "rule_id": "texte"}} - get_stats≈ 230 tokens
Get compact flat usage stats for a grinder, machine, or bean.
Paramètres, retour & exemple (2)
Paramètresid· integer · requis
The entity IDscope· string · requis · grinder | machine | bean
The stats scope
Exemple d'appel{"name": "get_stats", "arguments": {"id": 1, "scope": "grinder"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"brews": 1, "last_bean": "texte", "last_used": "texte", "grams_ground": 1, "effective_age": 1, "beans_consumed": 1, "grams_consumed": 1, "grams_remaining": 1, "last_grind_setting": "texte"}} - grinder_math≈ 210 tokens
Determine steps/clicks difference and directions between setting labels (C3).
Paramètres, retour & exemple (3)
Paramètresto_label· string · requisfrom_label· string · requisgrinder_id· integer · requis
Exemple d'appel{"name": "grinder_math", "arguments": {"to_label": "texte", "from_label": "texte", "grinder_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"steps": 1, "direction": "texte", "step_unit": "texte", "burr_gap_travel_microns": 1, "relative_coarseness_note": "texte"}} - kb_changelog≈ 118 tokens
Retrieve the changelog showing updates and version differences for the knowledge base.
Paramètres, retour & exemple (0)
Exemple d'appel{"name": "kb_changelog", "arguments": {}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"changelog": "texte"}} - list_beans≈ 1322 tokens
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; bag ids are a separate series.
Paramètres, retour & exemple (1)
Paramètresstatus· string · optionnel · current | archived | all
Filter by status: current, archived, or all. Defaults to current.
Exemple d'appel{"name": "list_beans", "arguments": {"status": "current"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"beans": []}} - list_grinders≈ 2250 tokens
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 follow.
Paramètres, retour & exemple (2)
Paramètresstatus· string · optionnel · current | archived | all
Filter by status: current, archived, or all. Defaults to current.maintenance· string · optionnel · compact | full
How much of each row's maintenance block to include. compact (default): every task with its class, due state, schedule and guide. full: also the maker's own words — quote, source, alternates, the interval as written.
Exemple d'appel{"name": "list_grinders", "arguments": {"status": "current", "maintenance": "compact"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"grinders": []}} - list_machines≈ 2568 tokens
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 each stands (null: unknown model, or none).
Paramètres, retour & exemple (2)
Paramètresstatus· string · optionnel · current | archived | all
Filter by status: current, archived, or all. Defaults to current.maintenance· string · optionnel · compact | full
How much of each row's maintenance block to include. compact (default): every task with its class, due state, schedule and guide. full: also the maker's own words — quote, source, alternates, the interval as written.
Exemple d'appel{"name": "list_machines", "arguments": {"status": "current", "maintenance": "compact"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"machines": []}} - list_maintenance_due≈ 561 tokens
What maintenance is due across the user's current grinders and machines, most urgent first — 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 (soon), and whether the interval is the user's, the maker's or ShotPulled's default.
Paramètres, retour & exemple (1)
Paramètresstatus· string · optionnel · due | all
due (default): due or overdue, and not muted. all: every scheduled task, muted ones last
Exemple d'appel{"name": "list_maintenance_due", "arguments": {"status": "due"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"items": [], "computed_at": "texte", "catalog_version": "texte"}} - list_recipes≈ 584 tokens
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.
Paramètres, retour & exemple (4)
Paramètresstatus· string · optionnel · current | archived | all
Filter by status: current, archived, or all. Defaults to current.bean_id· integer · optionnelgrinder_id· integer · optionnelmachine_id· integer · optionnel
Exemple d'appel{"name": "list_recipes", "arguments": {"status": "current", "bean_id": 1, "grinder_id": 1, "machine_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"recipes": []}} - list_scales≈ 356 tokens
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.
Paramètres, retour & exemple (1)
Paramètresstatus· string · optionnel · current | archived | all
Filter by status: current (unarchived), archived, or all. Defaults to current.
Exemple d'appel{"name": "list_scales", "arguments": {"status": "current"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"scales": []}} - list_shots≈ 897 tokens
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).
Paramètres, retour & exemple (3)
Paramètreslimit· integer · optionnel
Number of records to return (1-500)offset· integer · optionnel
Offset for paginationfilters· object · optionnel
Exemple d'appel{"name": "list_shots", "arguments": {"limit": 1, "offset": 1, "filters": {}}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"shots": [], "total": 1}} - list_waters≈ 281 tokens
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.
Paramètres, retour & exemple (1)
Paramètresstatus· string · optionnel · current | archived | all
Filter by status: current (unarchived), archived, or all. Defaults to current.
Exemple d'appel{"name": "list_waters", "arguments": {"status": "current"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"waters": []}} - lock_recipe≈ 205 tokens
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.
Paramètres, retour & exemple (2)
Paramètresdrink_intent· string · requis · straight | milkfrom_shot_id· integer · requis
Exemple d'appel{"name": "lock_recipe", "arguments": {"drink_intent": "straight", "from_shot_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "recipe_id": 1}} - log_maintenance≈ 1199 tokens
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 — so 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 belongs to — including one the maker advises against, because the log records what was done. Read each piece of equipment's tasks, their intervals and their due state from list_grinders and list_machines.
Paramètres, retour & exemple (11)
Paramètresnote· string · optionnel
Optional — what you did, and anything that surprised youtask· string · requis · burr_clean | backflush_water | backflush_detergent | descale | group_gasket_replace | shower_screen_clean | shower_screen_replace | group_head_wipe
Which maintenance job was performeddetails· object · optionnel
Fields specific to this task. Which ones a task takes is published as details_fields on each task; a burr clean takes noneevidence· string · optionnel
One line recording what the measurement rested on, e.g. "Counted 6 clicks coarser at reassembly."guide_id· string · optionnel
Optional — the id of the maintenance guide that was followed. Must be a guide for this taskequipment_id· integer · requis
The ID of that piece of equipmentoffset_value· number · optionnel
The correction, if you measured it now: clicks to ADD to a pre-clean reading to get the same grind today, signed along the collar's own number direction. Omit it and the epoch stays unmeasured, which is a state the app shows rather than a zero it assumesperformed_at· string · optionnel
When it was done (ISO 8601 or YYYY-MM-DD HH:MM:SS, UTC). Defaults to now; backdating is finedisturbs_zero· integer · optionnel · 0 | 1
Whether this job disturbed the reference the stored numbers are read against — for a burr clean, whether the burrs actually came out. Defaults to the task's own answer; send 0 for a wipe-down that left the collar aloneoffset_source· string · optionnel · pull | counted | typed
How the offset was arrived at: pull (a reference shot), counted (clicks counted at reassembly), typed (asserted directly)equipment_kind· string · requis · grinder | machine
Which kind of equipment this job was done on
Exemple d'appel{"name": "log_maintenance", "arguments": {"task": "burr_clean", "equipment_id": 1, "equipment_kind": "grinder"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"entry": {}, "deduped": true, "message": "texte", "entry_id": 1}} - log_recommendation≈ 238 tokens
Log a recommended dialing change to allow contradiction/oscillation checking (G2).
Paramètres, retour & exemple (6)
Paramètreslever· string · requis · grind | yield | temp | program | prep | nonedirection· string · requis · finer | coarser | more | less | samerationale· string · requisconfidence· string · requis · low | medium | highcited_rules· array · optionnelbased_on_shot· integer · optionnel
Exemple d'appel{"name": "log_recommendation", "arguments": {"lever": "grind", "direction": "finer", "rationale": "texte", "confidence": "low"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte"}} - log_shot≈ 1244 tokens
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…), include matching sensory_tags — the diagnosis engine reads tags and metrics, not free-text flavor_notes. When the user tasted the shot and reports it as GOOD/clean (no defects), pass tasted=1 with no sensory_tags — otherwise a tag-less, rating-less shot is filed taste-pending as if never tasted.
Paramètres, retour & exemple (33)
Paramètrestds· number · optionnel
Total Dissolved Solids percentage (e.g. 9.1 or 1.35)bag_id· integer|null · optionnel
Which bag of the coffee the shot came from; defaults to its current (open) bag. Bag numbers are on list_beans' bags[]dose_g· number · requisrating· integer · optionneltasted· integer · optionnel · 0 | 1
1 = the shot was tasted at log time. The explicit way to record a CLEAN tasting: sensory tags all describe defects, so a good shot has none — without this flag (or a rating) it would be filed taste-pending. Tags or a rating also mark a shot as tasted; 0 (default) = taste later.time_s· number · requisbean_id· integer|null · optionnel
Override: log against this bean instead of the active one (null = active)verdict· string · optionnelyield_g· number · requiswater_id· integer · optionnel
Optional references to waters formulationbest_brew· integer · optionnel · 0 | 1
1 if marked as best brew, 0 otherwisefavourite· integer · optionnel · 0 | 1
1 if favourite, 0 otherwisepulled_at· string|null · optionnel
When the shot was actually pulled (ISO 8601 or "YYYY-MM-DD HH:MM:SS"), for backdated entries. Defaults to now (null = now). When backdating, pass the returned shot_id to diagnose_shot explicitly — the default diagnosis target is the chronologically latest shot.beverage_g· number · optionnel
Yield mass excluding cup/vessel weight in gramsgrinder_id· integer|null · optionnel
Override: grinder used, if not the active one (null = active)machine_id· integer|null · optionnel
Override: machine used, if not the active one (null = active)program_id· integer|null · optionnel
Override: machine program used, if not the active one (null = active)temp_taste· string · optionnel · hot | warm | coldvessel_name· string · optionnel
Cup/vessel namebloom_time_s· number · optionnel
Pre-wetting or bloom duration in secondsdrink_intent· string · optionnel · straight | milkflavor_notes· string · optionnelflow_profile· string · optionnel
Opaque flow profile data (JSON/TEXT)method_tools· string · optionnel
JSON representation of method tools used (e.g., paper filters, screen)observations· object · optionnelsensory_tags· array · optionnelfinish_action· string · requis · hard_stop | passive_driptemperature_c· number · optionnel
Brew temperature in Celsiusdata_confidence· string · optionnel · measured | recalled | estimated
measured = weighed/timed live; recalled = from memory; estimated = a best guess (e.g. missed the timer — "~25s")vessel_weight_g· number · optionnel
Cup/vessel weight in gramsmachine_settings· object · optionnel
Only when this one shot was pulled with a selector somewhere other than the machine's recorded settings: {key: position}. The shot is otherwise stamped with those automatically; a lasting change goes through update_machine.pressure_profile· string · optionnel
Pressure profile description or valuesfirst_drip_time_s· number · optionnel
Time to first drip in seconds
Exemple d'appel{"name": "log_shot", "arguments": {"dose_g": 1, "time_s": 1, "yield_g": 1, "finish_action": "hard_stop"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "shot_id": 1}} - merge_beans≈ 438 tokens
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 is archived, never deleted. Irreversible — confirm both numbers with the user first (list_beans shows them).
Paramètres, retour & exemple (3)
Paramètresreason· string · optionnel
Optional note, recorded on the surviving coffee's notes with the mergefrom_bean_id· integer · requis
The duplicate: the coffee number that will be emptied and archivedinto_bean_id· integer · requis
The coffee number that keeps everything
Exemple d'appel{"name": "merge_beans", "arguments": {"from_bean_id": 1, "into_bean_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"moved": {}, "status": "texte", "message": "texte", "into_bean_id": 1, "active_followed": true, "replaced_recipes": 1}} - register_bag≈ 520 tokens
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_coffee instead.
Paramètres, retour & exemple (13)
Paramètresean· string · optionnelcost· number · optionnelstate· string · optionnel · sealed | open | frozen | finished
Defaults to sealed; the first log_shot against it opens itbean_id· integer · requis
This account's own coffee number, from list_beans. Never guess one.qr_code· string · optionnelstorage· string · optionnelbuy_date· string · optionnel
Calendar day in YYYY-MM-DD format — a day, not a timestampcurrency· string · optionnelbag_notes· string · optionnel
Notes about THIS bag (a batch note, where it was bought). The coffee's own description lives on the coffee, in notes.roast_date· string · requis
Calendar day in YYYY-MM-DD format — a day, not a timestampopened_date· string · optionnel
Calendar day in YYYY-MM-DD format — a day, not a timestampbag_weight_g· number · optionnel
Bag weight in gramsbest_by_date· string · optionnel
Calendar day in YYYY-MM-DD format — a day, not a timestamp
Exemple d'appel{"name": "register_bag", "arguments": {"bean_id": 1, "roast_date": "texte"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"bag_id": 1, "status": "texte", "bean_id": 1, "message": "texte"}} - register_coffee≈ 1319 tokens
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, origins, variety, process, roast level, roasting type, cupping score, aromatics, roaster notes, rest window); the bag is this purchase (roast date, weight, price, state). For another bag of a coffee already on file call register_bag instead — it keeps the recipes and notes. Returns bean_id and the first bag's bag_id.
Paramètres, retour & exemple (45)
Paramètresean· string · optionnelurl· string · optionnelbody· string · optionnel
Free text; roasters usually say low, medium or highcost· number · optionnelname· string · requisnotes· string · optionnel
The coffee's own description — the roaster's tasting notes, the dialing approach that worked. Per bag notes go in bag_notes.state· string · optionnel · sealed | open | frozen | finishedorigin· string · optionnelrating· integer · optionnelacidity· string · optionnel
Free text; roasters usually say low, medium or highco2e_kg· number · optionnelorigins· array · optionnel
List of bean origin detailsqr_code· string · optionnelroaster· string · optionnelstorage· string · optionnelvariety· string · optionnelarchived· integer · optionnel
1 if archived, 0 otherwisebean_mix· string · optionnel
E.g. blend detailsbuy_date· string · optionnel
Calendar day in YYYY-MM-DD format — a day, not a timestampcurrency· string · optionnelfinished· integer · optionnel
1 if finished, 0 otherwisearomatics· string · optionnelbag_notes· string · optionnelfavourite· integer · optionnel
1 if favourite, 0 otherwisefrozen_at· string · optionnel
Calendar day the bag went into the freezer, YYYY-MM-DD — a day, not a timestampsweetness· string · optionnel
Free text; roasters usually say low, medium or highroast_date· string · requis
Calendar day in YYYY-MM-DD format — a day, not a timestamparabica_pct· number · optionnel
Percent arabica, 100 for a pure arabica; the rest robustaattachments· string · optionnel
JSON or comma-separated list of attachmentsfrozen_note· string · optionnelopened_date· string · optionnel
Calendar day in YYYY-MM-DD format — a day, not a timestamproast_level· string · requis · ultra-light | light | medium | medium-dark | darkroast_range· string · optionnelunfrozen_at· string · optionnel
Calendar day the bag came out, YYYY-MM-DD — a day, not a timestampbag_weight_g· number · optionnel
Bag weight in gramsbest_by_date· string · optionnel
Calendar day in YYYY-MM-DD format — a day, not a timestampprocess_type· string · requis · washed | natural | honey | anaerobic | aerobic-extended | co-fermented | bioreactor | otherroast_custom· string · optionneldecaffeinated· integer · optionnel
1 if decaf, 0 if regulardial_category· string · optionnel · nordic-light | ultra-light | classic | processed | dark | aged
Dialing behavior class: classic = medium/traditional espresso roasts (chocolate/nut, balanced); dark = genuinely dark/roasty; the light categories cover Nordic and ultra-light styles.roasting_type· string · optionnel · filter | espresso | omnicupping_points· number · optionnelfrozen_storage· string · optionnelrest_window_days_max· integer · optionnelrest_window_days_min· integer · optionnel
Exemple d'appel{"name": "register_coffee", "arguments": {"name": "texte", "roast_date": "texte", "roast_level": "ultra-light", "process_type": "washed"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"active": true, "bag_id": 1, "status": "texte", "bean_id": 1, "message": "texte"}} - register_grinder≈ 620 tokens
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.
Paramètres, retour & exemple (14)
Paramètresname· string · requis
The name/model of the grinder, e.g. Kinu M47notes· string · optionnel
Additional notesphoto· string · optionnel
Photo path or URLarchived· integer · optionnel
1 if archived, 0 if activeburr_type· string · requis · conical | flatmax_value· number|null · optionnel
Optional travel max boundsmin_value· number|null · optionnel
Optional travel min boundscatalog_id· string · optionnel
Optional — the maintenance catalog model this is (the `id` of a catalog row, e.g. rancilio-silvia), when it was registered from the catalog. Its maintenance then comes from that model's researched record. "none" says it is not in the catalog.motor_type· string · requis · manual | electricnominal_step· number · requis
Smallest adjustment increment (e.g. 1 click or 0.1collar units)setting_scheme· string · requis · numeric_stepless | numeric_stepped | clicks_single | compound | named
Collar mark style: single clicks or compound (rotation.number.clicks)components_spec· string · optionnel
JSON mapping string representing compound adjustment mathmicrons_per_step· number|null · optionnel
Optional mechanical burr travel microns per nominal stepdirection_convention· string · requis · lower_is_finer | higher_is_finer
Exemple d'appel{"name": "register_grinder", "arguments": {"name": "texte", "burr_type": "conical", "motor_type": "manual", "nominal_step": 1, "setting_scheme": "numeric_stepless", "direction_convention": "lower_is_finer"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"active": true, "status": "texte", "message": "texte", "grinder_id": 1}} - register_machine≈ 658 tokens
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.
Paramètres, retour & exemple (14)
Paramètresname· string · requis
Machine name/model, e.g. Dedica EC685notes· string · optionnelphoto· string · optionnel
Photo path or URLtools· string|null · optionnel
JSON or comma-separated tools, e.g., paper filters, flow control, metal mesharchived· integer · optionnel
1 if archived, 0 if activeprep_type· string · optionnel
Preparation equipment type. One of: espresso_machine, lever_press, moka_pot, aeropress, french_press, v60_dripper, cold_brew. Lower snake_case.catalog_id· string · optionnel
Optional — the maintenance catalog model this is (the `id` of a catalog row, e.g. rancilio-silvia), when it was registered from the catalog. Its maintenance then comes from that model's researched record. "none" says it is not in the catalog.prep_style· string · optionnel
Preparation style. One of: espresso, filter, immersion, percolation. Only "espresso" is diagnosed by the dialing engine (G8) — anything else is recorded but never dialed, so do not guess this field.boiler_type· string · optionnelhardness_dh· number|null · optionnel
Optional — the TOTAL hardness (GH) of the water this machine runs on, in °dH (German degrees; ppm as CaCO3 ÷ 17.85), as a test strip reports it. Picks the band of a maker's hardness table for descaling and filter lifecontrol_type· string · requis · volumetric | manual | leverconnected_device· string · optionnel
Metadata mapping to smart hardware APIsbasket_size_grams· number · optionnelbuilt_in_grinder_id· integer · optionnel
id of a grinder built into this machine (bean-to-cup / integrated grinder)
Exemple d'appel{"name": "register_machine", "arguments": {"name": "texte", "control_type": "volumetric"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"active": true, "status": "texte", "message": "texte", "machine_id": 1}} - register_program≈ 410 tokens
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.
Paramètres, retour & exemple (7)
Paramètresmachine_id· integer · requisdescription· string|null · optionnelprogram_type· string · optionnel · volumetric | timed
Cutoff method: "volumetric" (weight) or "timed" (duration). Defaults to volumetric.target_time_s· number|null · optionnel
Target shot duration cutoff in seconds (required for timed programs)volume_source· string · optionnel · measured | recalled
Confidence in the stored cutoff value, for either typeprogram_number· integer · requis
Program number / button index (e.g. 1 or 2)target_volume_g· number|null · optionnel
Target yield cutoff in grams (required for volumetric programs)
Exemple d'appel{"name": "register_program", "arguments": {"machine_id": 1, "program_number": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "program_id": 1}} - register_scale≈ 685 tokens
Register a brewing scale — the instrument that weighs the dose and the yield.
Paramètres, retour & exemple (15)
Paramètresname· string · requis
Scale name/model, e.g. Acaia Lunar, Timemore Black Mirror Basic 2notes· string · optionnel
Additional notespower· string · optionnel · usb_c | micro_usb | aa | aaa | mains
How it is powered or rechargeddepth_mm· number|null · optionnel
Platform depth in mmwidth_mm· number|null · optionnel
Platform width in mm — measure your drip trayauto_tare· integer|null · optionnel
1 if it zeroes itself when a vessel is set down, 0 if not, null if unstatedheight_mm· number|null · optionnel
Overall height in mm — the dimension that decides whether it fits under a group headauto_timer· integer|null · optionnel
1 if the timer starts on first flow, 0 if not, null if unstatedcapacity_g· number|null · optionnel
Maximum weight in grams. The cup or portafilter counts against itscale_type· string · requis · espresso | brew | dual | connected | dosing | training | bench
What the scale is built for: espresso (drip-tray footprint), brew (pour-over platform), dual (both modes), connected (app/controller integration), dosing (gravimetric dispensing), training, bench (high capacity, coarse)connectivity· string · optionnel · none | bluetooth | usb | bluetooth_usb
How the scale talks to an app or a machine controllerresolution_g· number|null · optionnel
Finest published readability in grams. Leave null unless the maker states itwater_resistance· string|null · optionnel
IEC 60529 ingress code as published, e.g. IPX4, IPX6, IP67, or noneflow_rate_display· integer|null · optionnel
1 if the scale shows live flow rate in g/s, 0 if it does not, null if the maker never saidresolution_banded· integer|null · optionnel
1 when resolution_g only holds in the lowest weight band and coarsens with load — put the ladder in notes
Exemple d'appel{"name": "register_scale", "arguments": {"name": "texte", "scale_type": "espresso"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "scale_id": 1}} - register_water≈ 328 tokens
Register a custom or commercial water formulation.
Paramètres, retour & exemple (9)
Paramètresgh· number|null · optionnel
General hardness (GH) in ppmkh· number|null · optionnel
Karbonate hardness (KH) in ppmtds· number|null · optionnel
TDS in ppmname· string · requis
Water formulation name, e.g. Lotus Light & Bright, Third Wave Watertype· string · optionnel
Type, e.g., mineralized, tap, distilled, ROnotes· string · optionnel
Additional notessodium· number|null · optionnel
Sodium concentration in ppmcalcium· number|null · optionnel
Calcium concentration in ppmmagnesium· number|null · optionnel
Magnesium concentration in ppm
Exemple d'appel{"name": "register_water", "arguments": {"name": "texte"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "water_id": 1}} - set_active≈ 354 tokens
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.
Paramètres, retour & exemple (4)
Paramètresbean_id· integer|null · optionnel
This account's own bean number, as returned by list_beans. Never guess one; null = leave unchangedgrinder_id· integer|null · optionnel
This account's own grinder number, as returned by list_grinders. Never guess one; null = leave unchangedmachine_id· integer|null · optionnel
This account's own machine number, as returned by list_machines. Never guess one; null = leave unchangedprogram_id· integer|null · optionnel
A program number from the active machine's list; switching machines clears it. null = leave unchanged
Exemple d'appel{"name": "set_active", "arguments": {"bean_id": 1, "grinder_id": 1, "machine_id": 1, "program_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte"}} - set_equipment_archived≈ 208 tokens
Archive or restore a grinder, machine, water, or scale.
Paramètres, retour & exemple (3)
Paramètresid· integer · requis
The ID of the equipmentkind· string · requis · grinder | machine | water | scale
The kind of equipment to archive/restorearchived· integer · requis · 0 | 1
1 to archive, 0 to restore
Exemple d'appel{"name": "set_equipment_archived", "arguments": {"id": 1, "kind": "grinder", "archived": 0}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte"}} - set_grinder_position≈ 287 tokens
Set the current grinder collar position. source="measured" resets verification freshness. It replaces the stored position; no history of earlier positions is kept.
Paramètres, retour & exemple (3)
Paramètressource· string · requis · measured | recalled | assumed
Whether setting is verified ("measured") or guess ("recalled"/"assumed")grinder_id· integer · requissetting_label· string · requis
Verbatim display label, e.g. "1.1.2"
Exemple d'appel{"name": "set_grinder_position", "arguments": {"source": "measured", "grinder_id": 1, "setting_label": "texte"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"source": "texte", "status": "texte", "message": "texte", "grinder_id": 1, "setting_label": "texte", "position_value": 1}} - set_maintenance_offset≈ 716 tokens
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 unmeasured.
Paramètres, retour & exemple (4)
Paramètressource· string · optionnel · pull | counted | typed
How it was arrived at: pull, counted, or typedentry_id· integer · requis
The maintenance entry that opened the epoch, from list_grindersevidence· string · optionnel
One line recording what it rested on, e.g. "Reference pull 1.38 g/s against 1.74 g/s locked."offset_value· number · optionnel
Clicks to ADD to a pre-clean reading to get the same grind today, signed along the collar's own number direction. 0 records "unchanged"; omit to clear the measurement
Exemple d'appel{"name": "set_maintenance_offset", "arguments": {"entry_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"entry": {}, "message": "texte"}} - set_maintenance_schedule≈ 1198 tokens
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. The task's class, interval and due state are read back from list_grinders and list_machines.
Paramètres, retour & exemple (5)
Paramètrestask· string · requis · burr_clean | backflush_water | backflush_detergent | descale | group_gasket_replace | shower_screen_clean | shower_screen_replace | group_head_wipe
The task, as its value in that equipment's maintenance.tasksfields· object · optionnelchanged_at· string · optionnel
Optional — when the user made this change (ISO 8601, UTC). An app sending a queued edit passes it, so an older edit never overwrites a newer one; it is then answered with applied: falseequipment_id· integer · requis
This account's own grinder or machine number, from list_grinders or list_machinesequipment_kind· string · requis · grinder | machine
Which kind of equipment the task is on
Exemple d'appel{"name": "set_maintenance_schedule", "arguments": {"task": "burr_clean", "equipment_id": 1, "equipment_kind": "grinder"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"due": {}, "task": "texte", "class": "texte", "every": {}, "applied": true, "message": "texte", "schedule": {}, "equipment_id": 1, "every_source": {}, "equipment_kind": "texte"}} - suggest_next_step≈ 157 tokens
Retrieve the single next experiment step from the reasoning engine.
Paramètres, retour & exemple (1)
Paramètresbean_id· integer · requis
Exemple d'appel{"name": "suggest_next_step", "arguments": {"bean_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"category": "texte", "warnings": [], "next_step": "texte"}} - update_bag≈ 697 tokens
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.
Paramètres, retour & exemple (3)
Paramètresbag_id· integer · requis
This account's own bag number, from list_beans' bags[]. Never guess one.fields· object · requisreason· string · optionnel
Optional free-text note, appended to this bag's notes as an ordinary line. Omit it and nothing is written.
Exemple d'appel{"name": "update_bag", "arguments": {"bag_id": 1, "fields": {}}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte"}} - update_bean≈ 1409 tokens
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.
Paramètres, retour & exemple (3)
Paramètresfields· object · requisreason· string · optionnel
Optional free-text note, appended as an ordinary line to the coffee's notes — or to the current bag's bag_notes when the call changed only bag fields. Omit it and nothing is written.bean_id· integer · requis
Exemple d'appel{"name": "update_bean", "arguments": {"fields": {}, "bean_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte"}} - update_grinder≈ 1248 tokens
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_spec describe the collar every recorded grind label is read through: call with dry_run first to see which recorded settings would read as a different position, and tell the user before saving. Saving records the change in the grinder's maintenance history; when a locked recipe's setting moves it also opens an unmeasured calibration epoch (set_maintenance_offset resolves it). The collar's current setting is marked assumed when it reads differently, or cleared when the new collar cannot read it, and measured offsets are converted when a click changes worth. Changing direction_convention is a correction — it moves no number, but every finer/coarser said about this grinder was the wrong way round.
Paramètres, retour & exemple (4)
Paramètresfields· object · optionnelreason· string · optionnel
Optional note, appended to this record's own notes as an ordinary line. Omit it and nothing is written.dry_run· boolean · optionnel
true: write nothing, and answer with what the edit would do to the settings already recorded (moved[], checked, epoch, position_moved, position_cleared, rescaled_offsets, resigned_offsets, step_ignored, direction_flipped, recipe_count)grinder_id· integer · requis
This account's own grinder number, from list_grinders. Never guess one.
Exemple d'appel{"name": "update_grinder", "arguments": {"grinder_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"epoch": true, "moved": [], "status": "texte", "checked": 1, "dry_run": true, "message": "texte", "entry_id": "texte", "grinder_id": 1, "unreadable": 1, "moved_count": 1, "changed_keys": [], "recipe_count": 1}} - update_machine≈ 751 tokens
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 reason is sent. prep_style decides whether shots on this machine are diagnosed at all: only "espresso" is. Programs are edited with register_program, the built-in grinder link is not editable here, and archiving is set_equipment_archived.
Paramètres, retour & exemple (3)
Paramètresfields· object · optionnelreason· string · optionnel
Optional note, appended to this record's own notes as an ordinary line. Omit it and nothing is written.machine_id· integer · requis
This account's own machine number, from list_machines. Never guess one.
Exemple d'appel{"name": "update_machine", "arguments": {"machine_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "machine_id": 1, "changed_keys": []}} - update_scale≈ 568 tokens
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 never said"; leave one out rather than sending 0 when nobody knows.
Paramètres, retour & exemple (3)
Paramètresfields· object · optionnelreason· string · optionnel
Optional note, appended to this record's own notes as an ordinary line. Omit it and nothing is written.scale_id· integer · requis
This account's own scale number, from list_scales. Never guess one.
Exemple d'appel{"name": "update_scale", "arguments": {"scale_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "scale_id": 1, "changed_keys": []}} - update_shot≈ 850 tokens
Correct fields on an already-logged shot in place — 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 extraction yield consistent automatically.
Paramètres, retour & exemple (2)
Paramètresfields· object · requis
Only the fields to changeshot_id· integer · requis
ID of the shot to correct
Exemple d'appel{"name": "update_shot", "arguments": {"fields": {}, "shot_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "shot_id": 1, "updated_fields": []}} - update_water≈ 387 tokens
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.
Paramètres, retour & exemple (3)
Paramètresfields· object · optionnelreason· string · optionnel
Optional note, appended to this record's own notes as an ordinary line. Omit it and nothing is written.water_id· integer · requis
This account's own water number, from list_waters. Never guess one.
Exemple d'appel{"name": "update_water", "arguments": {"water_id": 1}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "texte", "message": "texte", "water_id": 1, "changed_keys": []}}
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