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CATS MCP by usefulapi

List a job's pipeline

cats_list_job_pipelines
Read-only

The candidates in the pipeline of a job: pipeline id, candidate id, rating and current status id. Paged. GET /jobs/{id}/pipelines.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, from 1 (default 1). Pass the previous reply's next_page.
job_idYesCATS job id.
per_pageNoResults per page, 1-100 (default 25).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description contributes the useful extra facts that results are paged and the endpoint is a GET, but says nothing about default scoping (e.g. whether all pipeline entries or only active ones are returned) or ordering.

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?

Three short fragments, front-loaded with the resource and its fields, then pagination, then the endpoint. Nothing is wasted, though the fragment style reads as note-taking rather than a sentence an agent can parse as a directive.

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 does the necessary work of naming the returned fields, and it flags pagination. For a simple read-only list tool this is close to sufficient; only the semantics of 'current status id' and any filtering behaviour are left unexplained.

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%, with page, per_page and job_id each documented in the schema, including the next_page convention and the 1-100 range. The description adds no parameter-level meaning beyond that, which is the expected baseline when the schema does the work.

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?

It names the specific resource (candidates in a job's pipeline) and enumerates the returned fields (pipeline id, candidate id, rating, status id), plus the underlying endpoint, so an agent can tell it apart from cats_list_candidate_pipelines or cats_get_pipeline by scope. The only gap is the telegraphic, verb-less phrasing, but the resource is unambiguous.

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 explicit when-to-use guidance and no mention of alternatives, despite near-identical siblings such as cats_list_candidate_pipelines (pipelines of a candidate), cats_filter_pipelines, and cats_get_pipeline. Usage is only inferable from the described resource, which leaves the agent to guess which of the near-duplicate list tools to pick.

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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