ShotPulled

com.shotpulled由 shotpulled.com 發布官方發布者v1.4.2更新於 Oct 26, 2026

Espresso dialing: log a shot, say how it tasted, get one change in your grinder's own clicks.

已驗證Streamable HTTP可網頁執行位置與生活資料與分析

概覽

AI 產生的概覽

遠端義式濃縮調校助手:記錄萃取與設備,給出單次磨豆機刻度調整建議,並管理保養與配方。

可以做什麼
登記與更新設備:磨豆機、咖啡機、秤、水、咖啡豆及其包裝,以及程序與目前選用項目,含封存、保養排程與指南、到期清單與偏移,並提供磨豆機刻度換算和豆齡計算。記錄、修正與刪除萃取紀錄,鎖定配方,列出配方與使用統計。讀取調校狀態,診斷萃取或在不寫入的情況下預覽診斷,並取得下一步建議。查詢知識庫規則、版本與變更日誌。
適用情境
適合家用義式濃縮調校:讓助手長期追蹤咖啡豆、磨豆機和咖啡機,把風味回饋轉化為一次具體的研磨調整,並搭配保養提醒與鎖定的參考配方。
執行需求
遠端 MCP 端點;未宣告任何套件、環境變數或請求標頭。清單未宣告身分驗證,但工具涉及帳號及其已登記紀錄。
安裝前請注意
工具會寫入帳號:登記和更新設備、記錄、修改和刪除萃取、鎖定配方及設定保養。刪除萃取為不可復原的硬刪除,並會還原咖啡豆剩餘重量。鎖定配方會覆蓋同一咖啡、磨豆機、咖啡機、程序和飲品意圖下既有的配方。設定磨豆機位置會取代已存位置,不保留歷史。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 ShotPulled,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.shotpulled%2Fshotpulled/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "shotpulled": {
      "type": "http",
      "url": "https://mcp.shotpulled.com/mcp"
    }
  }
}

工具

44

register_grinder

Register a 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.

輸入參數name必填notesphotoarchivedburr_type必填max_valuemin_valuecatalog_idmotor_type必填nominal_step必填setting_scheme必填components_spec另有 2 個

set_grinder_position

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.

輸入參數source必填grinder_id必填setting_label必填

register_machine

Register an espresso 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.

輸入參數name必填notesphototoolsarchivedprep_typecatalog_idprep_styleboiler_typehardness_dhcontrol_type必填connected_device另有 2 個

set_equipment_archived

Archive or restore equipment

Archive or restore a grinder, machine, water, or scale.

輸入參數id必填kind必填archived必填

update_grinder

Update a 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_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.

輸入參數fieldsreasondry_rungrinder_id必填

update_machine

Update a 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 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.

輸入參數fieldsreasonmachine_id必填

update_scale

Update a 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 never said"; leave one out rather than sending 0 when nobody knows.

輸入參數fieldsreasonscale_id必填

update_water

Update a water recipe

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.

輸入參數fieldsreasonwater_id必填

log_maintenance

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 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.

輸入參數notetask必填detailsevidenceguide_idequipment_id必填offset_valueperformed_atdisturbs_zerooffset_sourceequipment_kind必填

set_maintenance_offset

Set calibration 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 unmeasured.

輸入參數sourceentry_id必填evidenceoffset_value

set_maintenance_schedule

Set a 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. The task's class, interval and due state are read back from list_grinders and list_machines.

輸入參數task必填fieldschanged_atequipment_id必填equipment_kind必填

get_maintenance_guides

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 missing.

輸入參數guide_ids

list_maintenance_due

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 (soon), and whether the interval is the user's, the maker's or ShotPulled's default.

輸入參數status

register_water

Register a water recipe

Register a custom or commercial water formulation.

輸入參數ghkhtdsname必填typenotessodiumcalciummagnesium

list_waters

List water recipes

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.

輸入參數status

register_scale

Register a scale

Register a brewing scale: the instrument that weighs the dose and the yield.

輸入參數name必填notespowerdepth_mmwidth_mmauto_tareheight_mmauto_timercapacity_gscale_type必填connectivityresolution_g另有 3 個

list_scales

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.

輸入參數status

register_program

Register a machine 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.

輸入參數machine_id必填descriptionprogram_typetarget_time_svolume_sourceprogram_number必填target_volume_g

register_coffee

Register a 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, 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.

輸入參數eanurlbodycostname必填notesstateoriginratingacidityco2e_kgorigins另有 36 個

set_active

Set active equipment

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.

輸入參數bean_idgrinder_idmachine_idprogram_id

update_bean

Update a coffee

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.

輸入參數fields必填reasonbean_id必填

get_dial_state

Get current dial state

Retrieve current dialing state, active context, recent shots, recommendations, and locked recipes.

無需輸入參數。

log_shot

Log a 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…), 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.

輸入參數tdsbag_iddose_g必填ratingtastedtime_s必填bean_idverdictyield_g必填water_idbest_brewfavourite另有 21 個

lock_recipe

Lock a 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.

輸入參數drink_intent必填from_shot_id必填

delete_shot

Delete a 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.

輸入參數shot_id必填

update_shot

Update a 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 extraction yield consistent automatically.

輸入參數fields必填shot_id必填

list_recipes

List locked 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.

輸入參數statusbean_idgrinder_idmachine_id

get_stats

Get statistics

Get compact flat usage stats for a grinder, machine, or bean.

輸入參數id必填scope必填

list_grinders

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 follow.

輸入參數statusmaintenance

list_machines

List espresso 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 each stands (null: unknown model, or none).

輸入參數statusmaintenance

list_beans

List coffees

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.

輸入參數status

grinder_math

Grinder math

Determine steps/clicks difference and directions between setting labels (C3).

輸入參數to_label必填from_label必填grinder_id必填

compute_age

Compute coffee 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.

輸入參數bag_idbean_id必填

diagnose_shot

Diagnose a 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 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".

輸入參數shot_id

suggest_next_step

Suggest the next step

Retrieve the single next experiment step from the reasoning engine.

輸入參數bean_id必填

log_recommendation

Log a recommendation

Log a recommended dialing change to allow contradiction/oscillation checking (G2).

輸入參數lever必填direction必填rationale必填confidence必填cited_rulesbased_on_shot

get_rule

Get a dialing rule

Retrieve the detailed text of a specific rule from the knowledge base by its rule ID.

輸入參數rule_id必填

get_kb_version

Get knowledge base version

Retrieve the current version of the knowledge base.

無需輸入參數。

kb_changelog

Knowledge base changelog

Retrieve the changelog showing updates and version differences for the knowledge base.

無需輸入參數。

diagnose_preview

Preview a diagnosis

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 shot. Identical output shape to diagnose_shot, including bean_context.

輸入參數dose_gsourcetime_sbean_idshot_idyield_ggrinder_idmachine_idgrind_labelsensory_tags

list_shots

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).

輸入參數limitoffsetfilters

register_bag

Register a 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_coffee instead.

輸入參數eancoststatebean_id必填qr_codestoragebuy_datecurrencybag_notesproduct_idroast_date必填opened_date另有 4 個

update_bag

Update a 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.

輸入參數bag_id必填fields必填reason

merge_beans

Merge two coffees

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).

輸入參數reasonfrom_bean_id必填into_bean_id必填

版本歷史

8
  1. v1.4.2最新Oct 26, 2026
  2. v1.4.1Oct 24, 2026
  3. v1.3.7Oct 4, 2026
  4. v1.3.5Oct 2, 2026
  5. v1.3.4Sep 29, 2026
  6. v1.3.3Sep 28, 2026
  7. v1.3.0Sep 27, 2026
  8. v1.0.2Sep 16, 2026

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