ShotPulled

Get current dial state

get_dial_state

Read-onlyIdempotent

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

Input Schema

TableJSON Schema

Name	Required	Description	Default
No arguments

Output Schema

TableJSON Schema

Name	Required	Description	Default
`recent_shots`	Yes
`active_coffee`	Yes
`locked_recipe`	Yes
`active_grinder`	Yes
`active_machine`	Yes
`active_program`	Yes
`recent_recommendations`	Yes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

Changed6 schema fields changedAug 27, 2026

addedOutput schema / properties / locked_recipe / additionalProperties
```
Added value: +true
```

addedOutput schema / properties / locked_recipe / properties

Added value: +{
+  "bean_id": {
+    "type": "integer"
+  },
+  "dose_g": {
+    "type": "integer"
+  },
+  "drink_intent": {
+    "type": "string"
+  },
+  "finish_action": {
+    "type": "string"
+  },
+  "grind_label": {
+    "type": "string"
+  },
+  "grind_position_value": {
+    "type": "integer"
+  },
+  "grind_reading": {
+    "type": "null"
+  },
+  "grinder_id": {
+    "type": "integer"
+  },
+  "id": {
+    "type": "integer"
+  },
+  "kb_version": {
+    "type": "string"
+  },
+  "locked_at": {
+    "type": "string"
+  },
+  "machine_id": {
+    "type": "integer"
+  },
+  "profile": {
+    "type": "string"
+  },
+  "program_id": {
+    "type": "null"
+  },
+  "status": {
+    "type": "string"
+  },
+  "target_time_s": {
+    "type": "integer"
+  },
+  "target_yield_g": {
+    "type": "integer"
+  }
+}

addedOutput schema / properties / locked_recipe / required

Added value: +[
+  "id",
+  "bean_id",
+  "grinder_id",
+  "machine_id",
+  "program_id",
+  "status",
+  "grind_label",
+  "grind_position_value",
+  "dose_g",
+  "target_yield_g",
+  "target_time_s",
+  "finish_action",
+  "drink_intent",
+  "profile",
+  "kb_version",
+  "locked_at",
+  "grind_reading"
+]

changedOutput schema / properties / locked_recipe / type
```
Previous value: -"null"New value: +"object"
```

addedOutput schema / properties / recent_recommendations / items

Added value: +{
+  "additionalProperties": true,
+  "properties": {
+    "based_on_shot": {
+      "type": "null"
+    },
+    "bean_id": {
+      "type": "integer"
+    },
+    "cited_rules": {
+      "type": "string"
+    },
+    "confidence": {
+      "type": "string"
+    },
+    "created_at": {
+      "type": "string"
+    },
+    "direction": {
+      "type": "string"
+    },
+    "grinder_id": {
+      "type": "integer"
+    },
+    "kb_version": {
+      "type": "string"
+    },
+    "lever": {
+      "type": "string"
+    },
+    "machine_id": {
+      "type": "integer"
+    },
+    "rationale": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "created_at",
+    "bean_id",
+    "grinder_id",
+    "machine_id",
+    "based_on_shot",
+    "lever",
+    "direction",
+    "rationale",
+    "confidence",
+    "cited_rules",
+    "kb_version"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / recent_shots / items

Added value: +{
+  "additionalProperties": true,
+  "properties": {
+    "bean_id": {
+      "type": "integer"
+    },
+    "best_brew": {
+      "type": "integer"
+    },
+    "beverage_g": {
+      "type": "null"
+    },
+    "bloom_time_s": {
+      "type": "null"
+    },
+    "data_confidence": {
+      "type": "string"
+    },
+    "dose_g": {
+      "type": "integer"
+    },
+    "drink_intent": {
+      "type": "string"
+    },
+    "ey_pct": {
+      "type": "null"
+    },
+    "favourite": {
+      "type": "integer"
+    },
+    "finish_action": {
+      "type": "string"
+    },
+    "first_drip_time_s": {
+      "type": "null"
+    },
+    "flavor_notes": {
+      "type": "string"
+    },
+    "flow_rate_gps": {
+      "type": "number"
+    },
+    "grind_components": {
+      "type": "string"
+    },
+    "grind_label": {
+      "type": "string"
+    },
+    "grind_position_value": {
+      "type": "integer"
+    },
+    "grinder_id": {
+      "type": "integer"
+    },
+    "id": {
+      "type": "integer"
+    },
+    "machine_id": {
+      "type": "integer"
+    },
+    "observations": {
+      "type": "string"
+    },
+    "program_id": {
+      "type": "null"
+    },
+    "pulled_at": {
+      "type": "string"
+    },
+    "rating": {
+      "type": "null"
+    },
+    "sensory_tags": {
+      "type": "string"
+    },
+    "taste_pending": {
+      "type": "integer"
+    },
+    "tasted": {
+      "type": "integer"
+    },
+    "tds": {
+      "type": "null"
+    },
+    "temp_taste": {
+      "type": "string"
+    },
+    "temperature_c": {
+      "type": "null"
+    },
+    "time_s": {
+      "type": "integer"
+    },
+    "verdict": {
+      "type": "null"
+    },
+    "vessel_name": {
+      "type": "null"
+    },
+    "vessel_weight_g": {
+      "type": "null"
+    },
+    "water_id": {
+      "type": "null"
+    },
+    "yield_g": {
+      "type": "integer"
+    }
+  },
+  "required": [
+    "id",
+    "pulled_at",
+    "bean_id",
+    "grinder_id",
+    "machine_id",
+    "program_id",
+    "grind_label",
+    "grind_components",
+    "grind_position_value",
+    "dose_g",
+    "yield_g",
+    "time_s",
+    "flow_rate_gps",
+    "finish_action",
+    "drink_intent",
+    "flavor_notes",
+    "sensory_tags",
+    "observations",
+    "temp_taste",
+    "rating",
+    "verdict",
+    "data_confidence",
+    "temperature_c",
+    "bloom_time_s",
+    "first_drip_time_s",
+    "beverage_g",
+    "tds",
+    "ey_pct",
+    "water_id",
+    "vessel_name",
+    "vessel_weight_g",
+    "favourite",
+    "best_brew",
+    "tasted",
+    "taste_pending"
+  ],
+  "type": "object"
+}

Changed1 schema field changedAug 17, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "additionalProperties": true,
+  "properties": {
+    "active_coffee": {
+      "additionalProperties": true,
+      "properties": {
+        "age_days": {
+          "type": "integer"
+        },
+        "age_verdict": {
+          "type": "string"
+        },
+        "archived": {
+          "type": "integer"
+        },
+        "aromatics": {
+          "type": "null"
+        },
+        "attachments": {
+          "type": "null"
+        },
+        "bag_notes": {
+          "type": "string"
+        },
+        "bag_weight_g": {
+          "type": "null"
+        },
+        "bean_mix": {
+          "type": "null"
+        },
+        "best_by_date": {
+          "type": "null"
+        },
+        "buy_date": {
+          "type": "null"
+        },
+        "co2e_kg": {
+          "type": "null"
+        },
+        "cost": {
+          "type": "null"
+        },
+        "cupping_points": {
+          "type": "null"
+        },
+        "currency": {
+          "type": "null"
+        },
+        "days_off_roast": {
+          "type": "integer"
+        },
+        "days_since_opened": {
+          "type": "null"
+        },
+        "decaffeinated": {
+          "type": "null"
+        },
+        "dial_category": {
+          "type": "string"
+        },
+        "ean": {
+          "type": "null"
+        },
+        "effective_age_days": {
+          "type": "integer"
+        },
+        "favourite": {
+          "type": "null"
+        },
+        "finished": {
+          "type": "integer"
+        },
+        "frozen_at": {
+          "type": "null"
+        },
+        "frozen_days_excluded": {
+          "type": "integer"
+        },
+        "frozen_note": {
+          "type": "null"
+        },
+        "frozen_storage": {
+          "type": "null"
+        },
+        "grams_remaining": {
+          "type": "null"
+        },
+        "id": {
+          "type": "integer"
+        },
+        "is_active": {
+          "type": "integer"
+        },
+        "name": {
+          "type": "string"
+        },
+        "opened_date": {
+          "type": "null"
+        },
+        "origin": {
+          "type": "null"
+        },
+        "process_type": {
+          "type": "string"
+        },
+        "qr_code": {
+          "type": "null"
+        },
+        "rating": {
+          "type": "null"
+        },
+        "rest_window_days_max": {
+          "type": "null"
+        },
+        "rest_window_days_min": {
+          "type": "null"
+        },
+        "roast_custom": {
+          "type": "null"
+        },
+        "roast_date": {
+          "type": "string"
+        },
+        "roast_level": {
+          "type": "string"
+        },
+        "roast_range": {
+          "type": "null"
+        },
+        "roaster": {
+          "type": "string"
+        },
+        "roasting_type": {
+          "type": "null"
+        },
+        "state": {
+          "type": "string"
+        },
+        "storage": {
+          "type": "null"
+        },
+        "unfrozen_at": {
+          "type": "null"
+        },
+        "url": {
+          "type": "null"
+        },
+        "variety": {
+          "type": "null"
+        },
+        "weight_adjustment_g": {
+          "type": "integer"
+        }
+      },
+      "required": [
+        "id",
+        "name",
+        "roaster",
+        "origin",
+        "variety",
+        "roast_date",
+        "roast_level",
+        "process_type",
+        "dial_category",
+        "bag_notes",
+        "rest_window_days_min",
+        "rest_window_days_max",
+        "state",
+        "opened_date",
+        "storage",
+        "is_active",
+        "weight_adjustment_g",
+        "buy_date",
+        "bag_weight_g",
+        "cost",
+        "currency",
+        "decaffeinated",
+        "bean_mix",
+        "roast_range",
+        "roast_custom",
+        "roasting_type",
+        "aromatics",
+        "cupping_points",
+        "rating",
+        "favourite",
+        "url",
+        "ean",
+        "qr_code",
+        "co2e_kg",
+        "attachments",
+        "archived",
+        "frozen_at",
+        "unfrozen_at",
+        "frozen_storage",
+        "frozen_note",
+        "best_by_date",
+        "finished",
+        "age_days",
+        "days_off_roast",
+        "days_since_opened",
+        "frozen_days_excluded",
+        "effective_age_days",
+        "age_verdict",
+        "grams_remaining"
+      ],
+      "type": "object"
+    },
+    "active_grinder": {
+      "additionalProperties": true,
+      "properties": {
+        "archived": {
+          "type": "integer"
+        },
+        "built_in_machine_id": {
+          "type": "null"
+        },
+        "burr_type": {
+          "type": "string"
+        },
+        "components_spec": {
+          "type": "string"
+        },
+        "direction_convention": {
+          "type": "string"
+        },
+        "id": {
+          "type": "integer"
+        },
+        "is_active": {
+          "type": "integer"
+        },
+        "max_value": {
+          "type": "null"
+        },
+        "microns_per_step": {
+          "type": "integer"
+        },
+        "min_value": {
+          "type": "null"
+        },
+        "motor_type": {
+          "type": "string"
+        },
+        "name": {
+          "type": "string"
+        },
+        "nominal_step": {
+          "type": "integer"
+        },
+        "notes": {
+          "type": "null"
+        },
+        "photo": {
+          "type": "null"
+        },
+        "position_value": {
+          "type": "integer"
+        },
+        "setting_components": {
+          "type": "string"
+        },
+        "setting_label": {
+          "type": "string"
+        },
+        "setting_scheme": {
+          "type": "string"
+        },
+        "source": {
+          "type": "string"
+        },
+        "verified_at": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "id",
+        "name",
+        "motor_type",
+        "burr_type",
+        "setting_scheme",
+        "direction_convention",
+        "nominal_step",
+        "components_spec",
+        "min_value",
+        "max_value",
+        "microns_per_step",
+        "notes",
+        "is_active",
+        "archived",
+        "photo",
+        "setting_label",
+        "setting_components",
+        "position_value",
+        "source",
+        "verified_at",
+        "built_in_machine_id"
+      ],
+      "type": "object"
+    },
+    "active_machine": {
+      "additionalProperties": true,
+      "properties": {
+        "archived": {
+          "type": "integer"
+        },
+        "basket_size_grams": {
+          "type": "integer"
+        },
+        "boiler_type": {
+          "type": "string"
+        },
+        "built_in_grinder_id": {
+          "type": "null"
+        },
+        "connected_device": {
+          "type": "null"
+        },
+        "control_type": {
+          "type": "string"
+        },
+        "id": {
+          "type": "integer"
+        },
+        "is_active": {
+          "type": "integer"
+        },
+        "name": {
+          "type": "string"
+        },
+        "notes": {
+          "type": "null"
+        },
+        "photo": {
+          "type": "null"
+        },
+        "prep_style": {
+          "type": "null"
+        },
+        "prep_type": {
+          "type": "null"
+        },
+        "tools": {
+          "type": "null"
+        }
+      },
+      "required": [
+        "id",
+        "name",
+        "control_type",
+        "basket_size_grams",
+        "boiler_type",
+        "notes",
+        "is_active",
+        "prep_type",
+        "prep_style",
+        "archived",
+        "photo",
+        "tools",
+        "connected_device",
+        "built_in_grinder_id"
+      ],
+      "type": "object"
+    },
+    "active_program": {
+      "type": "null"
+    },
+    "locked_recipe": {
+      "type": "null"
+    },
+    "recent_recommendations": {
+      "type": "array"
+    },
+    "recent_shots": {
+      "type": "array"
+    }
+  },
+  "required": [
+    "active_coffee",
+    "active_grinder",
+    "active_machine",
+    "active_program",
+    "recent_shots",
+    "recent_recommendations",
+    "locked_recipe"
+  ],
+  "type": "object"
+}

First observedJun 16, 2026

TDQS

A4.1/5.0

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and non-destructive behavior, so the description does not need to restate safety. It adds 'current' temporal semantics and lists returned categories, but provides no additional behavioral nuance such as freshness guarantees or how 'recent' is defined. No contradiction with annotations exists.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single, front-loaded sentence states the action and then lists the key returned data in a compact enumeration. There is no fluff or unnecessary restatement beyond what is needed to convey the tool's scope.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a no-parameter, read-only getter with output schema available, the description fully identifies the purpose and the data categories returned. Annotations already cover safety and idempotency, so nothing essential for correct invocation is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters and schema coverage is 100%, so there is nothing for the description to document. The baseline of 4 applies because the absence of parameters is fully captured by the schema and no parameter semantics are needed.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('Retrieve') and a precise resource ('current dialing state'), then enumerates the contents: active context, recent shots, recommendations, and locked recipes. It is clearly distinct from siblings like get_stats or get_rule by naming a specific state domain.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly implies the tool is used to fetch current dial state and related context, but it does not explicitly state when to prefer this over alternatives or provide any exclusions. There are no alternative tools for the same resource mentioned, so the guidance is adequate but not explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

All ShotPulled tools Inspect

Try in Browser

RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

B3.4/5.0

Disambiguation4/5

Most tools target a clearly distinct resource and action, and the list/register/update/set tool families are easy to tell apart. The closest pair is diagnose_preview and diagnose_shot, which are well-described but similar enough in name that an agent could select the wrong one.

Naming Consistency4/5

The overwhelming majority of tools follow a consistent verb_noun pattern (list_beans, register_grinder, update_shot, set_active). Minor exceptions like grinder_math and kb_changelog lack the imperative verb prefix, but they are readable and do not create real confusion.

Tool Count2/5

34 tools is above the 25+ threshold and feels heavy even though the domain is fairly rich. The many parallel list_* and register_* tools for beans, grinders, machines, scales, waters, programs, and recipes could plausibly be consolidated or trimmed without losing core capability.

Completeness3/5

The core shot lifecycle is well covered: log, update, delete, diagnose, and list shots, plus bean registration and maintenance tracking. However, most registered entities lack update/delete tools, and get_rule has no corresponding list_rules tool, leaving some obvious workflow gaps that agents must work around.

Resources

Need Help?