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Taleez MCP by usefulapi

Get candidate applications

taleez_get_candidate_applications
Read-only

Where a candidate stands: every application or association (type SPONTANEOUS, APPLICATION_TO_A_JOB, ASSOCIATED_TO_A_JOB...) with the job id, current pipeline step, rejected/hired dates and the step history. GET /0/candidates/{id}/applications.

Input Schema

NameRequiredDescriptionDefault
candidate_idYesTaleez candidate id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description usefully adds that the response enumerates association types and history, plus the underlying endpoint GET /0/candidates/{id}/applications, but says nothing about pagination, volume or ordering of the returned applications.

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?

One dense sentence that front-loads the purpose and then lists the returned fields, plus the endpoint reference. Nothing is redundant, though the parenthetical enumeration of association types is slightly heavy.

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 explaining the return shape, and it does so by naming the key fields (type, job id, step, dates, history). Only pagination/limit behavior is left unaddressed, which for a per-candidate list is a minor 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 coverage is 100% for the single candidate_id parameter, so the schema already carries its meaning; the description only echoes the path template. Baseline 3 applies since no additional parameter semantics are provided.

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 resource (a candidate's applications/associations) and enumerates what it returns: association types such as SPONTANEOUS/APPLICATION_TO_A_JOB, job id, current pipeline step, rejected/hired dates and step history. That clearly separates it from siblings like taleez_get_candidate or taleez_get_candidate_events, though it never names those siblings explicitly.

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?

The framing 'Where a candidate stands' implies the use case (tracking a candidate's pipeline position across jobs), but there is no explicit when-to-use versus when to pick taleez_get_candidate, taleez_add_candidates_to_job or taleez_get_candidate_pools, and no stated prerequisites or exclusions.

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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