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PenguinRadar

query_public_account

Idempotent

Explicit online query of a public profile or ONE page of followers/following (one source page, usually 25 people). May consume credits: a first list page needs maxCredits of at least 2 (profile + page), a next page 1. Require user authorization for this target, type and maxCredits. Generate and keep idempotencyKey before the first attempt; reuse it with identical arguments when restoring. Never automatically fetch all pages or increase budget.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeYes
cursorNo
usernameYesInstagram username, optionally prefixed with @.
maxCreditsYes
idempotencyKeyYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior5/5

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

Adds substantial context beyond annotations: concrete credit burn (maxCredits ≥2 for a first list page, 1 for a next page), the authorization requirement per target/type/budget, and idempotency-key lifecycle guidance (generate before first attempt, reuse with identical arguments when restoring). This is consistent with readOnlyHint=false and idempotentHint=true and explains why the operation is not free.

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?

Front-loaded with the core action and scope, then progressively adds cost, authorization and retry rules. Every sentence carries operational weight, though the dense run-on phrasing around credit thresholds takes a second read.

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?

For a credit-consuming, idempotent, paginated read tool with an output schema already present, the description covers cost, auth, pagination discipline and retry safety. Minor gaps remain on failure/restore semantics and cursor origin, but nothing essential to a correct first call is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 20%, so the description has to compensate, and it does for maxCredits (per-page cost semantics) and idempotencyKey (lifecycle and reuse rule), plus cursor via 'next page'. It leaves 'type' enum values and cursor format unelaborated, but the critical cost/retry parameters are covered.

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 (online query of a public profile or followers/following) and pins the scope to a single source page of ~25 people. The 'ONE page' framing implicitly distinguishes this from bulk siblings like list_followers/list_following without needing to name them.

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?

Gives clear usage conditions: explicit target/type/maxCredits authorization, credit cost thresholds per page, and explicit negatives ('never automatically fetch all pages or increase budget'). It stops short of naming alternative siblings (e.g. get_account) for cached or non-credit reads.

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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