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One research run

get_research_run
Read-onlyIdempotent

The topics and keywords of one past keyword research run (from list_research_runs), in the same shape as get_keywords. Past runs are read-only records; the covered/excluded flags still describe the site today. Free.

Input Schema

NameRequiredDescriptionDefault
siteYesThe site to act on. One of: fencestainingdenver.com.
limitNoMax items to return (default 25, max 100).
runIdYesRun id from list_research_runs.
offsetNoSkip this many items (for paging).
keywordLimitNoKeywords returned per topic (default 10).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already cover readOnly, idempotent, non-destructive and closed-world, so the bar is lower; the description still adds real value by explaining that past runs are read-only records, that covered/excluded flags describe the site today rather than at run time, and that the call is free. It does not mention paging behavior when a run has more topics than one page.

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 sentences with zero padding, and the core statement of what is returned is front-loaded ahead of the supporting notes. Every clause carries information.

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 usefully delegates return shape to get_keywords and clarifies snapshot-vs-current semantics of the flags, which an agent would otherwise get wrong. It stops short of explaining how paging interacts with topics versus keywords, the one remaining gap for a 5-parameter tool.

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%, so site, runId, limit, offset and keywordLimit are all documented in the schema itself. The description only restates the runId provenance that the schema already carries and says nothing about the paging or per-topic keyword parameters, so baseline 3 is right.

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?

States a specific verb+resource (retrieves the topics and keywords of one past research run) and distinguishes itself from both siblings it touches: list_research_runs as the source of runId and get_keywords as the shape it mirrors. An agent can tell exactly what this returns without opening a schema.

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?

The parenthetical '(from list_research_runs)' establishes the prerequisite flow, and 'in the same shape as get_keywords' routes agents that already understand that tool's output. No explicit when-not or exclusion is given, so it falls short of a 5.

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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