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Census MCP by usefulapi

List segments

census_list_segments
Read-only

List audience segments defined in the workspace. Census: GET /segments.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number (1-based) for pagination.
per_pageNoNumber of records per page.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safe-read profile is covered structurally. The description adds only the workspace scoping and the underlying endpoint mapping (GET /segments), which is mildly useful for traceability but discloses nothing about result volume, pagination behavior, or workspace/credential requirements.

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?

Two short sentences with zero filler, and the purpose statement is front-loaded ahead of the API reference. Nothing could be removed without losing information.

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 is the only place return-shape information could live, and it says only 'audience segments' without indicating what a segment record contains or that results are paged. For a simple read-only list tool this is minimally adequate but leaves a real gap.

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 the paging semantics of 'page' and 'per_page' are already documented in the schema. The description adds no additional parameter meaning, so the 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?

States a specific verb and resource ('List audience segments defined in the workspace'), and the workspace scope plus the endpoints help disambiguate from the sibling get_* tools. It stops short of explicitly contrasting itself with the other list_* siblings (destinations, sources, syncs), but the resource noun is distinctive enough to select correctly.

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?

There is no statement of when to use this tool versus the other list tools, no preconditions, and no note that it returns all segments unfiltered. Usage is only implied by the verb 'list'; nothing tells the agent when this is the right call.

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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