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jors7

kadenzo-mcp

get_account_analytics

Retrieve recent posts and engagement metrics (likes, comments, views) for a connected social account. Analyze content performance with reliable data.

Instructions

Recent posts and their engagement metrics for one connected account (likes, comments, views, etc.). The reliable analytics surface.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo1-100, default 25.
account_idYes
Behavior2/5

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

No annotations provided. Description implies read-only but lacks details on data freshness, authorization requirements, or behavior with empty accounts. The promotional 'reliable' adds no substantive behavioral info.

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?

Two concise sentences, front-loaded with main purpose. The second sentence is somewhat promotional but not overly verbose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no annotations, no output schema, and sibling tools, the description lacks detail on return format, error handling, and how it differs from get_post_analytics. Incomplete for effective agent use.

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 coverage is 50%: limit has a brief description, account_id has none. Description mentions engagement metrics (likes, comments, views) but does not clarify parameter formats or usage. Some value added, but incomplete.

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?

Description clearly states it retrieves recent posts and engagement metrics for one connected account, which distinguishes it from siblings like get_post_analytics (single post) and list_posts (no analytics). However, it does not explicitly contrast with all siblings.

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?

No guidance on when to use this tool vs alternatives like get_post_analytics or get_best_times. The phrase 'reliable analytics surface' is not actionable.

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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