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Talenta MCP by usefulapi

List live attendance of an employee

talenta_list_live_attendance
Read-onlyIdempotent

Live attendance records (check-in/out time, location, schedule) of one employee in a date range. GET /v3/live-attendance.

Input Schema

NameRequiredDescriptionDefault
user_idYesTalenta user id.
end_dateYesTo (yyyy-mm-dd).
start_dateYesFrom (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 readOnly, idempotent, non-destructive, open-world, so safety is covered. The description adds real value by disclosing the returned payload fields (check-in/out time, location, schedule) and the underlying endpoint, but stays silent on pagination, result caps, or behavior for dates with no records — meaningful gaps for a date-range list endpoint.

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; the resource and its returned fields are front-loaded, and the endpoint reference is a compact trailing anchor. Nothing to cut.

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

Completeness4/5

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

With no output schema, the description carries the burden of describing return content and does so by listing the three record fields, which is enough for an agent to know what comes back. Only pagination/empty-result behavior and guidance against overlapping siblings are missing.

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 user_id, start_date, and end_date are already documented with types and formats. The description reinforces the 'one employee' and 'date range' framing but adds no syntax, timezone, or boundary semantics beyond the schema. 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 resource (live attendance records) with named contents (check-in/out time, location, schedule) and scope (one employee, date range). An agent can distinguish it from the broad sibling set, though it never explicitly contrasts it with talenta_attendance_summary or talenta_list_timesheets, which overlap in domain.

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 when-to-use statement, no exclusion, and no named alternative. The only implicit signal is 'of one employee in a date range', which at best hints that a user_id is mandatory. Given siblings like talenta_attendance_summary and talenta_list_timesheets, an agent receives no help choosing between them.

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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