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Instagram Data

Find similar Instagram accounts

instagram_similar
Read-only

Find similar Instagram accounts. Accounts Instagram considers related to this one. Handy for competitor research and influencer discovery.

Cost: 1 credit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
user_idNoNumeric Instagram user id. Pass this or username.
usernameNoInstagram handle, with or without @. A profile URL also works. Pass this or user_id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered. The description usefully adds the credit cost, but says nothing about output shape, count, or rate limits beyond that.

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?

Four short sentences, purpose front-loaded, cost isolated at the end. Nothing is padded, though the second sentence slightly restates the first.

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 read-only lookup with full schema coverage and no output schema, purpose and cost are sufficient for correct invocation. Only the shape of the returned account list is unstated, which is a minor gap.

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 both parameters (user_id, username) are fully documented there. The description adds no parameter-level meaning, so the baseline 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?

Specific verb+resource ("Find similar Instagram accounts") plus a clarifying gloss ("Accounts Instagram considers related to this one") that distinguishes it from follower/following/profile siblings. It does not name an alternative sibling, but the concept 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 Guidelines3/5

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

Offers use cases ("competitor research and influencer discovery") but no when-to-use vs alternatives, no prerequisites, and no exclusions. 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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