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Cogmento MCP by usefulapi

Aggregate deal values

cogmento_aggregate_deals
Read-only

Sums and counts deals grouped by a field (default grouping as Cogmento chooses; e.g. field=stage). GET /deals/aggregate/.

Input Schema

NameRequiredDescriptionDefault
fieldNoField to group by, e.g. stage.
filtersNoConditions, all of which must match (AND). Dates are yyyy-mm-dd.

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. The description adds useful behavioral context with the default grouping note and the GET endpoint, but it does not describe the response structure or any auth/rate-limit constraints.

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 compact and front-loaded, with the core aggregation behavior stated first. The endpoint reference is slightly redundant but not harmful.

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?

With no output schema, the description should do more to explain what the aggregate response contains. It says 'sums and counts' but does not specify the return shape or grouping behavior beyond the default note.

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 both parameters are already documented in the schema. The description mentions the field parameter and gives an example, but adds no extra semantics for filters beyond what the schema provides.

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 specific verb+resource: sums and counts deals, grouped by a field. It is clear what the tool does, but it does not distinguish itself from sibling tools such as cogmento_get_deal_pipeline_summary or cogmento_list_deals.

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?

Usage is implied by the aggregation phrasing and the example field=stage, but there is no explicit guidance about when to use this tool versus listing deals or getting a pipeline summary. No exclusions or alternative routing are provided.

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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