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thenavidm

Kit MCP Server

by thenavidm

Get stats for a list of broadcasts

list_broadcast_stats
Read-onlyIdempotent

Retrieve performance statistics for newsletter broadcasts, filtered by status or send date. Read account data to track draft, scheduled, sending, completed, or aborted broadcast metrics.

Instructions

Get stats for a list of broadcasts. Reads account data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
afterNo
beforeNo
statusNo
accountNoNamed private account from KIT_ACCOUNTS. Defaults to KIT_DEFAULT_ACCOUNT or the first configured account.
per_pageNo
all_pagesNoRead successive cursor pages, bounded by max_items (default 1000). Default false returns one API page.
max_itemsNoMaximum records when all_pages=true. A capped result reports truncation and its continuation cursor.
sent_afterNo
sent_beforeNo
include_total_countNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv2.0.1

TDQS

C2.4/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is fully covered structurally. The description's only addition, 'Reads account data,' is vague and adds little scope information; it says nothing about pagination across the 10 parameters or what account-context behavior means.

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

Conciseness3/5

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

Two short sentences, front-loaded, with no padding or wasted phrases. However, this brevity comes from omission rather than efficiency; for a 10-parameter tool the size is inappropriate.

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?

With 10 parameters, no output schema, and 0 required fields, the description should at least sketch the filtering and paging model. It covers neither, and gives no indication of what stats are returned or how account selection interacts with the results.

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

Parameters1/5

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

Schema description coverage is only 30%, so the description is expected to compensate for the ~7 undocumented parameters (after, before, status, per_page, sent_after, sent_before, include_total_count). It mentions no parameters at all, leaving filtering and pagination semantics entirely unexplained.

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 states a clear verb+resource combination: retrieving statistics for multiple broadcasts. This is distinguishable in principle from the singular get_broadcast_stats, but the description never names that sibling or explains the list-vs-single relationship, so an agent must infer it.

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?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives such as get_broadcast_stats or list_broadcasts, despite the sibling set containing several near-identical names. An agent gets zero routing help from the description.

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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