ShotPulled

com.shotpulledPublished by shotpulled.comOfficial publisherv1.4.2Updated Oct 26, 2026

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

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Overview

AI-generated overview

A remote espresso-dialing assistant: log shots and equipment, get one grinder-click recommendation, and track maintenance and recipes.

What you can do
Register and update equipment: grinders, machines, scales, waters, coffees and their bags, plus programs and active selections, with archiving and maintenance schedules and guides, due lists and offsets, and a grinder click-math helper and bag-age calculator. Log, correct and delete shots, lock recipes, and list recipes and usage stats. Read dialing state, diagnose shots or preview a diagnosis without writing, and get the next suggested step. Look up knowledge-base rules, version and changelog.
When to use it
Useful for home espresso dialing where the assistant should track beans, grinders and machines over time and turn tasting feedback into a single concrete grind adjustment, with maintenance reminders and locked reference recipes.
Requirements
A remote MCP endpoint; no packages, environment variables or headers are declared. The manifest declares no authentication, though tools refer to an account and its registered records.
Before you install
Tools write to the account: registering and updating equipment, logging, updating and deleting shots, locking recipes and setting maintenance. Deleting a shot is a hard delete with no undo and restores the bean's remaining weight. Locking a recipe overwrites the existing recipe for the same coffee, grinder, machine, program and drink intent. Setting a grinder position replaces the stored position with no history.

Installation

In SourceWeft

  1. Open ShotPulled in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.shotpulled%2Fshotpulled/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

Tools

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.

Parametersnamerequirednotesphotoarchivedburr_typerequiredmax_valuemin_valuecatalog_idmotor_typerequirednominal_steprequiredsetting_schemerequiredcomponents_spec+2 more

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.

Parameterssourcerequiredgrinder_idrequiredsetting_labelrequired

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.

Parametersnamerequirednotesphototoolsarchivedprep_typecatalog_idprep_styleboiler_typehardness_dhcontrol_typerequiredconnected_device+2 more

set_equipment_archived

Archive or restore equipment

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

Parametersidrequiredkindrequiredarchivedrequired

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.

Parametersfieldsreasondry_rungrinder_idrequired

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.

Parametersfieldsreasonmachine_idrequired

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.

Parametersfieldsreasonscale_idrequired

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.

Parametersfieldsreasonwater_idrequired

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.

Parametersnotetaskrequireddetailsevidenceguide_idequipment_idrequiredoffset_valueperformed_atdisturbs_zerooffset_sourceequipment_kindrequired

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.

Parameterssourceentry_idrequiredevidenceoffset_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.

Parameterstaskrequiredfieldschanged_atequipment_idrequiredequipment_kindrequired

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.

Parametersguide_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.

Parametersstatus

register_water

Register a water recipe

Register a custom or commercial water formulation.

Parametersghkhtdsnamerequiredtypenotessodiumcalciummagnesium

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.

Parametersstatus

register_scale

Register a scale

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

Parametersnamerequirednotespowerdepth_mmwidth_mmauto_tareheight_mmauto_timercapacity_gscale_typerequiredconnectivityresolution_g+3 more

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.

Parametersstatus

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.

Parametersmachine_idrequireddescriptionprogram_typetarget_time_svolume_sourceprogram_numberrequiredtarget_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.

Parameterseanurlbodycostnamerequirednotesstateoriginratingacidityco2e_kgorigins+36 more

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.

Parametersbean_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.

Parametersfieldsrequiredreasonbean_idrequired

get_dial_state

Get current dial state

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

Takes no parameters.

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.

Parameterstdsbag_iddose_grequiredratingtastedtime_srequiredbean_idverdictyield_grequiredwater_idbest_brewfavourite+21 more

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.

Parametersdrink_intentrequiredfrom_shot_idrequired

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.

Parametersshot_idrequired

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.

Parametersfieldsrequiredshot_idrequired

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.

Parametersstatusbean_idgrinder_idmachine_id

get_stats

Get statistics

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

Parametersidrequiredscoperequired

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.

Parametersstatusmaintenance

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).

Parametersstatusmaintenance

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.

Parametersstatus

grinder_math

Grinder math

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

Parametersto_labelrequiredfrom_labelrequiredgrinder_idrequired

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.

Parametersbag_idbean_idrequired

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".

Parametersshot_id

suggest_next_step

Suggest the next step

Retrieve the single next experiment step from the reasoning engine.

Parametersbean_idrequired

log_recommendation

Log a recommendation

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

Parametersleverrequireddirectionrequiredrationalerequiredconfidencerequiredcited_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.

Parametersrule_idrequired

get_kb_version

Get knowledge base version

Retrieve the current version of the knowledge base.

Takes no parameters.

kb_changelog

Knowledge base changelog

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

Takes no parameters.

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.

Parametersdose_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).

Parameterslimitoffsetfilters

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.

Parameterseancoststatebean_idrequiredqr_codestoragebuy_datecurrencybag_notesproduct_idroast_daterequiredopened_date+4 more

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.

Parametersbag_idrequiredfieldsrequiredreason

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).

Parametersreasonfrom_bean_idrequiredinto_bean_idrequired

Version history

8
  1. v1.4.2LatestOct 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

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.