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Space Monkey Mailchimp Dashboard MCP

Get member activity timeline

sm_get_member_timeline
Read-onlyIdempotent

Replay one member's raw activity events in time order. Use to establish when someone last paid attention and what triggered it.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cursorNo
dateToNo
sortByNotimestamp
sortDirNodesc
dateFromNo
pageSizeNo
projectIdYes
openedFilterNoall
clickedFilterNoall
maxTimeToOpenNo
minTimeToOpenNo
subjectFilterNo
maxTimeToClickNo
minTimeToClickNo
subscriberHashYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

No annotations are provided, so the description must convey the tool's behavioral profile. 'Replay one member's raw activity events in time order' strongly implies a read-only retrieval operation, and the use case signals no side effects. However, it does not mention pagination, output shape, filtering semantics, or whether the timeline is normalized or strictly raw, which are relevant given the many schema fields.

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 concise and front-loaded with the core action and resource. It states the purpose in one short clause followed by a concrete use case. It loses a point because 'raw activity events' is not further qualified, but the structure is efficient.

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 no annotations and no output schema, the description is the entire behavioral contractate. It covers the basic read/replay intent and the engagement use case, but omits pagination/cursor semantics, date filtering, sorting enums, response contents, and side-effect guarantees. For a 15-parameter tool this is incomplete.

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

Parameters2/5

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

The description provides no explanation of the parameters; schema coverage is effectively zero. Fields like cursor, dateFrom, dateTo, sortBy, and sortDir are left entirely to inference despite having no schema descriptions. The description only hints at time ordering but does not clarify filtering, sorting, or pagination semantics.

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 uses a specific verb and resource: 'replay one member's raw activity events in time order.' It clearly scopes the tool to a single member rather than a list or aggregate view. It could be a 5 if it explicitly contrasted itself with sibling tools like get_member or list_members, but the resource and purpose are unambiguous.

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

Usage Guidelines4/5

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

'Use to establish when someone last paid attention and what triggered it' gives a concrete use case and an explicit trigger for invoking the tool. It does not mention when to prefer an alternative tool, so it stops short of full usage guidance, but the stated use case is actionable.

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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