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Glama
caleb-conner

Open Food Facts MCP Server

by caleb-conner

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

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

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
get_productB

Retrieve detailed information about a food product by its barcode

search_productsC

Search for food products with various filters and criteria

analyze_productC

Get nutritional analysis and scores for a product by barcode

compare_productsC

Compare nutritional information between multiple products

get_product_suggestionsC

Get product suggestions based on dietary preferences or restrictions

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.5/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no ambiguity: analyze_product focuses on nutritional analysis, compare_products on comparisons, get_product on retrieval, get_product_suggestions on recommendations, and search_products on filtered searches. The descriptions make it easy for an agent to select the right tool for each specific task.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (e.g., analyze_product, compare_products, get_product, get_product_suggestions, search_products). This predictability enhances usability and reduces cognitive load for agents navigating the toolset.

Tool Count5/5

With 5 tools, the server is well-scoped for its food product domain, covering core operations like retrieval, search, analysis, comparison, and suggestions. Each tool earns its place without feeling excessive or insufficient for the intended functionality.

Completeness4/5

The toolset provides strong coverage for querying and analyzing food products, including CRUD-like retrieval and search, plus value-added features like analysis and suggestions. A minor gap might be the lack of update or creation tools, but this is reasonable for a read-only data source like Open Food Facts.

Maintenance

ActivityInactive
ResponsivenessNo issues