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deyikong

SendGrid MCP Server

by deyikong

Get Email Statistics by Country and State/Province

get_stats_by_country

Retrieve email statistics grouped by geographic location. Filter results by country and state for regional performance analysis.

Instructions

Retrieve email statistics grouped by geographic location

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
start_dateYesStart date in YYYY-MM-DD format
end_dateNoEnd date in YYYY-MM-DD format (defaults to today)
aggregated_byNoHow to group the statisticsday
countryNoISO 3166-1 alpha-2 country code to filter by
stateNoState or province to filter by
Behavior2/5

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

No annotations are present, so the description carries full burden. It only states the basic action without disclosing behavioral traits such as required parameters, defaults (e.g., end_date defaults to today), or filtering behavior (country/state parameters).

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

Conciseness4/5

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

The description is a single sentence without unnecessary words, but it could be slightly expanded to include key details about country/state filters. Still, it is appropriately concise.

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

Completeness2/5

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

Given the lack of output schema and annotations, the description is too minimal. It does not explain return values, pagination, or ordering, which are important for an agent to correctly use this stats tool.

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% with descriptions for all 5 parameters. The description does not add any additional meaning beyond the schema, so it meets the baseline but provides no extra value.

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

Purpose4/5

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

The description clearly states the action ('retrieve') and resource ('email statistics') and specifies grouping by geographic location. However, it does not differentiate from sibling tools like get_global_stats or get_stats_by_mailbox_provider, which could cause ambiguity.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives. With many sibling stats tools, the description should indicate that this tool is for location-based grouping, but it fails to mention use cases or exclude other tools.

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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