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Glama

Server Details

Product evaluation MCP server for US packaged food. Health scores, ingredient safety, regulatory flags, recall history, corporate ownership.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

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MCP client
Glama
MCP server

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Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

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Tool Definition Quality

Score is being calculated. Check back soon.

Available Tools

2 tools
compare_productsCompare Products
Read-only
Inspect

Compare 2–5 products by health score. Returns all evaluations, a ranking by health score (descending), and the best-scoring barcode. Products not found are included as { value, status: 'not_found' } and excluded from the ranking.

ParametersJSON Schema
NameRequiredDescriptionDefault
valuesYesArray of 2–5 barcode values to compare
contextNoEvaluation context (default: retail)
identifierNoBarcode identifier type, applied to all valuesupc
jurisdictionNoFilter regulatory flags: CA, TX, or WV
evaluate_productEvaluate ProductA
Read-only
Inspect

Evaluate a product's health score, ingredient safety, corporate ownership, and regulatory flags using the Scern database. Pass a UPC or EAN barcode value.

ParametersJSON Schema
NameRequiredDescriptionDefault
valueYesBarcode value
contextNoEvaluation context (default: retail)
identifierYesBarcode identifier type
jurisdictionNoFilter regulatory flags by jurisdiction. Valid values: CA, TX, WV
Behavior3/5

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

Annotations already indicate read-only, non-destructive operation. Description adds that it uses Scern database and lists evaluation aspects, but no additional behavioral traits like latency, data freshness, or error handling are disclosed.

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?

Two sentences, front-loaded with purpose. No wasted words. Efficiently conveys what the tool does and how to use it.

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

Completeness4/5

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

Given no output schema, description covers what the tool evaluates (health, safety, ownership, flags). Could mention required parameters or expected output format more explicitly, but sufficient for a read-only tool with annotations.

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

Parameters3/5

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

Schema coverage is 100%, so baseline of 3 is appropriate. Description mentions 'UPC or EAN barcode value' which aligns with identifier and value parameters, but does not add meaning beyond the schema.

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?

Description clearly states verb 'evaluate', specific resource 'product', and lists health score, ingredient safety, corporate ownership, and regulatory flags. Distinguishes from sibling 'compare_products' by focusing on a single product evaluation.

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

Usage Guidelines4/5

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

Description explains when to use (evaluating a product) but does not explicitly state when not to use or provide alternatives. Sibling tool 'compare_products' is a logical alternative for comparison tasks.

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

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