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datasets_x_users_item

Read-only

Fetch stored X profile data for one username; use datasets_x_users_search to find indexed accounts or datasets_x_users_facets to inspect search facets.

Input Schema

NameRequiredDescriptionDefault
usernameYesX (Twitter) username, with or without a leading @.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety and scope are covered. The description adds only the word 'stored', signaling a pre-indexed dataset rather than a live lookup; it says nothing about behavior when a username is absent from the index or about rate limits. Adequate but thin against a lowered bar.

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 sentence with the primary action front-loaded and the disambiguation clause after a semicolon. Every phrase carries routing or scoping information; nothing is padding.

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 an output schema present, return values need not be described, and annotations cover the safety profile. The description's reference to 'indexed accounts' implies the profile must exist in the dataset, which is the main prerequisite an agent needs; only explicit not-found behavior is left unstated.

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% and the single `username` parameter is already documented in the schema, including the optional leading '@'. The description only repeats the parameter name, adding no format or normalization guidance beyond the schema, so baseline 3 applies.

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 (Fetch), a precise resource (stored X profile data), and scope (for one `username`). It also explicitly names the two siblings it is not, so an agent can choose between datasets_x_users_item, _search, and _facets without opening any schema.

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

Usage Guidelines5/5

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

Names both alternatives with the condition that selects each: datasets_x_users_search 'to find indexed accounts' and datasets_x_users_facets 'to inspect search facets'. The phrase 'for one username' implicitly defines when this tool is correct — when the identifier is already known.

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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