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dpkdhingra91

AI Interview Agents MCP Server

get_pipeline

Read-only

Retrieve the hiring pipeline for a role, showing invited, scheduled, completed, and no-show candidates.

Instructions

Pipeline view (invited / scheduled / completed / no-show) for a role.

Use to answer 'how is the hiring going for this role'.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
role_idYes
Behavior3/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false. The description adds the pipeline stages but does not disclose behavior like response format, pagination, or error handling. For a read-only tool, this is acceptable but not excellent.

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, focused sentences that front-load the core information. No unnecessary words or repetition. Efficiently conveys the essence.

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?

No output schema exists, so the description should hint at what is returned. It mentions stages but not whether it returns counts, candidate details, or both. For a simple tool, it is adequate but leaves some ambiguity.

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?

Single parameter role_id is self-explanatory from its name and type (integer). Schema coverage is 0%, but the description does not need to elaborate further. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it's a pipeline view for a role with specific stages (invited, scheduled, completed, no-show). It directly answers the question 'how is the hiring going for this role', making the tool's purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says to use it to answer a specific question, providing clear context. However, it does not mention when not to use it or compare with sibling tools like get_screening_results, which could be similar.

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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