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Get Bot Analytics

neuron_get_bot_analytics
Read-onlyIdempotent

Retrieve analytics and usage statistics for a specific bot, including message counts, response times, and conversation metrics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesUnique identifier (UUID) of the bot to retrieve analytics for

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already indicate readOnlyHint=true, idempotentHint=true, and destructiveHint=false. The description adds specific behavioral context by detailing the types of analytics returned (message counts, response times, conversation metrics), which goes beyond the annotations.

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?

The description is a single, front-loaded sentence that efficiently communicates the core purpose and provides example metrics. No extraneous information.

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?

The description adequately covers the tool's functionality given its simplicity (one parameter, read-only). It lists example outputs (message counts, response times, conversation metrics), but could be more explicit about the output structure or any additional context like time range.

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 100% with one parameter 'id' already described. The description does not add new information about the parameter beyond restating it identifies a specific bot. Baseline score of 3 is appropriate.

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?

The description clearly states the tool retrieves analytics and usage statistics for a specific bot, listing specific metrics (message counts, response times, conversation metrics). This distinguishes it from sibling tools like get_bot or list_bots.

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?

The description implies use for analytics retrieval but does not explicitly state when to use this tool versus alternatives such as get_bot or list_bots. No guidance on prerequisites or exclusionary conditions is provided.

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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