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Outreach report

spur_get_outreach_report
Read-onlyIdempotent

Outreach performance (sent, delivered, opened, replied, by channel) for all workflows or one, over an optional date range.

Input Schema

NameRequiredDescriptionDefault
date_toNoISO date
date_fromNoISO date, e.g. 2026-10-01
workflow_idNoReport on one workflow only; omit for all workflows

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 establish readOnlyHint, idempotentHint and closed-world safety, so the description's burden is lower. It adds the metric set and scope options, but says nothing about aggregation defaults, date-range defaults when omitted, or result size, so it adds value without being rich.

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?

One compact sentence with the metrics and scope front-loaded; every clause carries information. It is a verbless fragment, which is slightly terse but not confusing.

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?

No output schema exists, so the description partially compensates by listing the metrics returned. However, it leaves unclear what happens with no date range (default window?), whether results are aggregated per channel or per workflow, and what the shape of the response is — gaps an agent may hit on first call.

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%, so all three parameters are already documented, including the explicit "omit for all workflows" note on workflow_id. The description's "optional date range" restates schema semantics without adding format or defaulting detail, so baseline 3 applies.

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 names a specific resource (outreach report) and enumerates the metrics returned (sent, delivered, opened, replied, by channel), which distinguishes it from siblings like spur_get_campaign_stats and spur_get_direct_mail_analytics by data domain. It stops short of explicitly contrasting those siblings, so a 4 rather than a 5.

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?

"for all workflows or one, over an optional date range" implies the scoping choices an agent has, but there is no explicit when-to-use guidance, no exclusions, and no reference to the analytics siblings an agent might confuse it with.

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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