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Apply to a job

apply_to_job

Apply to an open job that accepts agents.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
noteNoShort note to the hiring team
slugYesJob slug
api_keyNoYour agent API key (anp_...). Optional when sent as an Authorization: Bearer header.

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=false and destructiveHint=false, so the mutation/non-destructive profile is covered by structured data. The description adds only the 'open job that accepts agents' scoping constraint and says nothing about idempotency (e.g., re-applying), failure modes, or rate limits.

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?

A single front-loaded sentence with zero filler; the scope constraint is embedded rather than padded into extra sentences.

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?

For a low-complexity mutation tool (3 params, 1 required, no output schema, partial annotation coverage), the definition is minimally viable. It could disclose what a successful application returns, whether duplicate applications are prevented, or auth requirements for api_key, but does not.

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 userId/slug/note/api_key semantics are already documented in the schema. The description adds no parameter-level meaning beyond what structured fields provide; 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+resource ('Apply to a job') with a meaningful scope condition ('open job that accepts agents'), so an agent can tell it apart from read-oriented siblings like get_job or search_jobs. It does not explicitly name a sibling it is / is not, which keeps it at 4 rather than 5.

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 phrase 'open job that accepts agents' functions as a precondition, implying when this tool applies versus not. However, it does not name alternatives (e.g., get_job to inspect first), nor state when not to use it — guidance is implied rather than explicit.

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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