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PenguinRadar

get_account

Read-onlyIdempotent

Read stored profile information and follower/following counts. Counts may have a different observation time than lists. No online collection.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
usernameYesInstagram username, optionally prefixed with @.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world, so the safety profile is covered. The description adds two genuinely extra behavioral facts: data provenance ('no online collection') and a staleness caveat ('counts may have a different observation time than lists') that an agent needs to avoid misreading counts against list results.

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?

Three short sentences, front-loaded with the core purpose and then the two constraints. No filler, no restatement of the tool name.

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?

An output schema exists, so return-value explanation is unnecessary, and annotations carry the safety profile. The description supplies the freshness caveat and data-source note, leaving only the sibling-routing guidance absent for a low-complexity single-parameter read.

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 fully documented in the schema (including @ handling and length bounds). The description adds no parameter-level detail, so the baseline of 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 combination: reads 'stored profile information and follower/following counts'. The word 'stored' plus 'No online collection' implicitly separates it from the online-facing siblings, though it never names them directly, so the differentiation is left to inference.

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?

'No online collection' implies this is the cached/offline path, which is meaningful given siblings like query_public_account and list_followers, but the description never states when to choose this tool over those alternatives. Usage is implied rather than directed.

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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