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Sendbyte-Africa

@sendbyte/mcp

Official

get_analytics

Retrieve daily send counts and deliverability rates (delivered, bounce, complaint) for the last N days to monitor email performance.

Instructions

Get daily send counts by status and deliverability rates (delivered, bounce, complaint) over the last N days.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoWindow size in days (1-90, default 30).
Behavior3/5

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

No annotations are provided, so the description carries the burden of behavioral disclosure. It states the output (daily counts and rates) but does not mention safety (e.g., read-only), authentication requirements, rate limits, or data freshness. For a query tool, this is adequate but not comprehensive.

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?

The description is a single sentence that efficiently conveys the core functionality without any extraneous information. It is well-structured and front-loads the key action and result.

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

Completeness3/5

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

Given the simplicity of the tool (one parameter, no output schema, no annotations), the description covers the basic purpose and output. However, it lacks details about the return format, what 'status' refers to, and whether data is aggregated per day. More completeness would be beneficial for an agent.

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 a single parameter 'days' described in the schema. The description adds that data is 'over the last N days', which is consistent with the schema but does not provide additional meaning beyond what the schema already offers.

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 clearly states that it retrieves daily send counts by status and deliverability rates, specifying the metrics (delivered, bounce, complaint) and the time window (last N days). This distinguishes it from sibling tools which focus on individual entities like domains or emails.

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 implies usage for retrieving analytics but provides no explicit guidance on when to use this tool versus alternatives, nor does it mention prerequisites or when to avoid it. The intended use is clear from context but lacks direct advice.

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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