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FastSocialCo

instagram-data-mcp

instagram_similar

Read-only

Find Instagram accounts related to a given profile by username or user ID, so you can discover similar creators, brands, or interests.

Instructions

Find similar Instagram accounts. Accounts Instagram considers related to this one.

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 observedv0.1.4

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description usefully adds the cost signal ('1 credit'), but says nothing about rate limits, result volume, or how many similar accounts come back.

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 short sentences, purpose front-loaded, cost isolated on its own line. Nothing is wasted and nothing important is buried.

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 two-param read-only lookup with full schema coverage and annotations covering safety, the description is nearly sufficient. The only gap is that with no output schema, it gives no hint about the shape or size of the returned account list.

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%, so both user_id and username are already fully documented in the schema, including the 'pass this or username' alternative and the URL/@ tolerance. The description adds no parameter meaning beyond that, 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?

States a specific verb ('Find') and resource ('similar Instagram accounts') and clarifies the semantics with 'Accounts Instagram considers related to this one,' which separates it from instagram_search or instagram_top_accounts. It stops short of naming a sibling explicitly, so it is clear but not fully differentiated.

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

Usage Guidelines2/5

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

There is no when-to-use guidance, no exclusions, and no routing to alternatives such as instagram_profile or instagram_search. The only guidance-like content is the credit cost, which informs budget but not tool selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.