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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
BALANCEIT_EMAILNoYour balance.it account email.
BALANCEIT_PASSWORDNoYour balance.it account password.
BALANCEIT_STATE_SEEDNoPath to a storageState export used to seed the session.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
calculate_caloriesB

Balance IT's daily kcal estimate for a pet given species, weight, age, and reproductive status. HTTP endpoint, sub-second.

search_foodsB

Fuzzy search over Balance IT's food database. Returns curated 'm*' rows plus USDA reference foods. HTTP endpoint, sub-second.

list_catalogueA

The complete chip catalogue for a species (79 items canine adult; 51 marked one-pot-compatible). Cached for 7 days. Browser-driven; first call ~5-8s.

generate_recipeA

Fill the pet profile, pick ingredient food_ids, submit, and wait for Balance IT to build N balanced recipe options. Browser-driven; typically 60-90s. Food_ids come from search_foods or list_catalogue. The response includes submitted_food_ids (ground-truth from the form) and missing_from_options (a soft signal that a requested ingredient did not appear in the built recipes; empty in the happy path). Any food_id that could not be added throws a clear error rather than silently dropping.

get_recipeA

Load /recipe/ and extract calories, macro split, gram-weight ingredient list, and required supplement. Browser-driven; ~5-10s.

session_statusA

Whether a usable balance.it session is on disk. Useful to distinguish 'dead session' from 'real failure' before running slower tools.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.9/5.0

Scored across 6 tools

Disambiguation5/5

Each tool targets a distinct resource and action: loading a recipe, calculating calories, searching foods, listing the catalogue, generating a recipe, and checking session state. Even though get_recipe and generate_recipe both involve recipes, the load-vs-create distinction is clear from the descriptions.

Naming Consistency4/5

Most tools follow a clear verb_noun pattern (get_recipe, calculate_calories, search_foods, list_catalogue, generate_recipe). session_status is a small deviation that reads as a state check rather than an action, but it's still understandable and consistent in style.

Tool Count5/5

Six tools is a well-scoped set for a Balance It nutrition MCP. Each tool covers a core part of the workflow (estimating calories, finding ingredients, generating recipes, loading results) without being bloated or too thin.

Completeness4/5

The core lifecycle is covered: search/select ingredients, generate recipes, retrieve a specific recipe, and estimate calories. Minor gaps exist, such as no explicit recipe listing or update/delete, but these are not essential for the domain and the workflow is functional.

Maintenance

ActivitySlowing
ResponsivenessNo issues