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Cluby MCP

Dashboard summary

dashboard_summary
Read-only

Headline numbers, the same figures as the Partner Hub dashboard: benefit activations, event entrances, push messages, returning members and page visitors, with 30-day trends. Covers every venue of the organization unless venue is given. Stamp figures are summed across all stamp cards in scope: rewardsEarned counts rewards minted from stamp cards and rewardsRedeemed those the member actually claimed, matching the per-card stats in list_stamp_cards.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
orgIdNoOrganization public id, the `id` field from list_orgs. Omit it when the API key reaches exactly one organization.
venueNoVenue public id (from list_venues) to scope the response to a single venue. Omit for the whole organization.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

readOnlyHint=true already covers the safety profile, and the description adds genuine behavioral context beyond it: the default all-venue scope, the 30-day trend horizon, and the distinction between rewardsEarned (minted) and rewardsRedeemed (claimed). It doesn't mention rate limits or auth requirements, but for a read-only dashboard this is solid added value.

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?

Three sentences, front-loaded with what is returned, followed by scope and then metric definitions. Every sentence carries information the agent needs, and nothing is redundant.

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

Completeness5/5

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

With no output schema, the description must carry the return-value burden, and it does: it lists the metric families and defines the two ambiguous stamp-derived figures. Combined with the fully documented two-parameter schema, an agent has everything needed to call it correctly.

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% and both parameters (orgId, venue) are fully documented there, so the baseline is 3. The description's 'unless `venue` is given' and the org-key behavior largely restate what the schema already says, adding no new parameter-level semantics.

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 enumerates the exact metrics returned (benefit activations, event entrances, push messages, returning members, page visitors) and the 30-day trend window, so the agent knows precisely what it gets. This clearly separates it from sibling aggregates like member_stats and org_activity.

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?

It states the scoping rule ('covers every venue unless `venue` is given'), which implies default usage, but never says when to prefer this tool over member_stats or org_activity, nor any exclusions. Usage is inferable rather than explicit.

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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