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Read your follower growth

soclo_analytics_follower_stats
Read-onlyIdempotent

Read current followers, growth and growth percentage per connected account. Read-only and free. A figure a platform did not report comes back as null, never as 0.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is covered. The description still adds real behavioral value beyond those fields: it states the tool is free and clarifies the null-vs-0 reporting semantics, which an agent could not infer from annotations or schema.

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, scope stated first, and each sentence carries distinct information (what it returns, cost/safety, null handling). 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?

Low-complexity read tool with no parameters and no output schema; the description compensates by naming the returned figures and the null convention, which matters when platforms omit data. It is nearly complete, only lacking a pointer to sibling analytics tools.

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?

The tool takes zero parameters, so the schema has nothing to explain and the baseline is 4. No parameter semantics are needed and none are missing.

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 (read) and resource (current followers, growth, growth percentage per connected account), which is clear and distinct from most siblings. However, it never names its closest sibling soclo_analytics_performance, so the agent gets no explicit differentiation on that axis.

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?

Usage is implied by the scoped metric (follower growth per connected account) but there is no explicit when-to-use or when-not guidance. With no parameters and a near-neighbor like soclo_analytics_performance, a note on which tool to pick would have helped.

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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