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iContact MCP by usefulapi

Get message statistics

icontact_get_message_statistics
Read-only

Delivery statistics of a message (released, bounces, opens, clicks, unsubscribes, complaints, forwards). GET /messages/{messageId}/statistics.

Input Schema

NameRequiredDescriptionDefault
message_idYesiContact message id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so safety and access profile are clear. The description adds the HTTP endpoint and the list of metrics, which is useful return-value context, but does not add deeper behavioral details like auth or rate limits.

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 two sentences, front-loaded with the purpose and metric list, with zero wasted wording. The endpoint is useful supporting detail rather than filler.

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?

For a read-only statistics tool with no output schema, the description adequately explains what data is returned by listing the metric categories. It could be richer about the response shape, but annotations cover the safety profile and the schema covers the only parameter.

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 description coverage is 100% for the single message_id parameter, so the schema already provides adequate semantics. The description reinforces that messageId is used in the path 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.

Purpose4/5

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

The description clearly identifies the resource (a message's delivery statistics) and enumerates the specific metrics returned. It distinguishes itself from general message retrieval by focusing on statistics, though it does not explicitly name sibling alternatives.

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 guidance on when to use this tool versus alternatives such as icontact_get_message or icontact_list_message_activity. The implied use is obvious from the name, but the description offers no explicit context or exclusions.

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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