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Get Account Opportunities Insights

get_account_opportunities_insights
Read-only

Get opportunities for domain(s) with status filtering and pagination.

Input Schema

NameRequiredDescriptionDefault
pageNo0-based page number.
sizeNoResults per page from 1 to 100; default 25. Use successive zero-based page values and response pagination metadata for more results.
sortNoSort field. Default: lastTouchDatelastTouchDate
statusNoFilter by status. Omit for all.
domainsYesDomain strings. E.g., ['metadata.io']
endDateNoISO 8601 format.
startDateNoISO 8601 format. E.g., '2025-01-01T00:00:00.000Z'

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / properties / size / description
      Previous value: -"Items per page (default 25, max 10000). Raise it to pull the full set in one call."New value: +"Results per page from 1 to 100; default 25. Use successive zero-based page values and response pagination metadata for more results."
    • changedInput schema / properties / size / maximum
      Previous value: -10000New value: +100
  2. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds only that results are paginated and status-filterable, without saying what an "opportunity" record contains or how date-range filtering interacts with the rest.

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?

A single front-loaded sentence with no filler. Its brevity is efficient rather than padded, though the terseness borders on under-specification for a 7-parameter tool.

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?

Seven parameters, no output schema, and a mutation-free read — the schema and annotations carry most of the load, so the description is minimally sufficient. Still missing: what an opportunity record includes, whether date range is required to be bounded, and how this differs from the other account-insight tools.

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 coverage is 100%, so page, size, sort, status, domains, startDate and endDate are all documented in the schema itself. The description merely echoes status filtering and pagination, adding no semantics beyond it — baseline 3 is appropriate.

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?

Specific verb + resource ("Get opportunities") scoped to domains, with the two main dimensions of variation (status filter, pagination) named. It is distinguishable from nearby siblings like get_account_details or get_account_summary_insights, though the title's word "insights" is never reconciled with the plain "opportunities" phrasing.

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?

No statement of when to reach for this versus get_account_summary_insights, account_funnel_reports, get_account_details, or account_level_stats. An agent faced with several account-oriented siblings gets no routing signal beyond the words in the name.

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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