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Unilytics MCP Server

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kb_list

Read-only

Retrieve a project's knowledge bases, each with file counts and sizes, for quick content inventory and storage assessment.

Instructions

List a project's Knowledge Bases (collections) with file counts + sizes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
configNo
project_idYes
Behavior3/5

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

Annotations provide readOnlyHint=true, and the description adds return detail (file counts + sizes). However, it does not disclose potential limitations like pagination or the role of config, so behavioral transparency is moderate.

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?

One sentence, front-loaded with the verb, resource, and output details. No wasted words.

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

Completeness3/5

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

For a simple read-only list tool, the description covers the core purpose and output, but the unexplained `config` parameter and lack of alternative guidance leave gaps. Given the absence of output schema, it's adequate but not fully complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, and the description only mentions project_id implicitly. The optional `config` parameter is entirely unexplained, leaving the agent to guess its purpose.

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 lists a project's Knowledge Bases (collections) with file counts and sizes, using a specific verb and resource. It distinguishes itself from sibling kb_* tools by focusing on listing with summary metrics.

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?

No explicit guidance on when to use this vs alternatives like kb_search or kb_get_status. The context of listing collections is implied, but no exclusions or alternatives are mentioned.

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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