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Get Application

get_application
Read-onlyIdempotent

Retrieve an application's tailored resume and joined job details by ID; use compare_ats to view before and after ATS scores.

Instructions

Get one application's full detail: the tailored resume (customized_json) and the joined job. Use compare_ats for before/after scores.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
application_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.11.1

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered. The description adds the return payload (customized_json plus joined job), which is useful given no output schema, but says nothing about behavior for a missing or invalid ID or any auth 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, front-loaded with what is retrieved and what is returned; no filler or restatement of the name.

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?

For a single-entity read tool with one param and no output schema, the description is nearly sufficient — it characterizes the return value and points at a related comparison tool. The only real omission is how to obtain the application_id.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% and the description says nothing about application_id — neither its format nor that it originates from list_applications/propose_application. With only one parameter this is a small gap, but the description contributes no parameter meaning at all.

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 (get one application) and enumerates the payload: the tailored resume (customized_json) and the joined job. That payload description distinguishes it meaningfully from list_applications and from edit/update_application, though it doesn't contrast with other single-entity getters like get_proposal.

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 sentence 'Use compare_ats for before/after scores' routes the agent on an adjacent need, but there is no explicit statement of when to call this tool versus get_application-adjacent siblings (get_proposal, get_final_review) or where the application_id comes from. Usage is implied rather than prescribed.

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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