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Unilytics MCP Server

Unilytics MCP Server

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list_folders

Read-only

Lists the folders (Contexts) in a specified project using its project UUID, helping retrieve and navigate the project’s organization.

Instructions

List the folders (Contexts) in a project.

Args:
    project_id: The project UUID (from list_projects).

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "project_id": "<project_id>"
    },
    "name": "list_folders"
  }
}

Input Schema

NameRequiredDescriptionDefault
project_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv1.1.0
    • removedInput schema / properties / config
      Removed value: -{
      -  "default": null,
      -  "title": "config",
      -  "type": "string"
      -}
  2. First observedv1.0.0

TDQS

B3.3/5.0
Behavior2/5

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

The annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so the read-only safety profile is fully covered by structured data. Beyond that the description adds only terminology ('Contexts') and the source of the ID, with nothing about pagination, ordering, or what happens for an unknown project.

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 lines, front-loaded with the action and followed by the one parameter note. The 'Args:' block is slightly verbose for a single parameter but nothing is wasted or padded.

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 one-parameter read-only list tool this is nearly sufficient, and annotations carry the safety contract. It stops short of saying what a folder record contains or whether results are paginated, and leaves the overlap with 'list_folder' unresolved.

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?

Schema description coverage is 0% – the schema only says 'Project Id' of type string. The description compensates by specifying that it is a project UUID and where to get it (list_projects), which is the single most important detail for invoking correctly.

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 (List) and resource (folders) scoped to a project, and clarifies that 'Contexts' is the product term for folders. It does not distinguish itself from the very similar sibling 'list_folder' (singular), so an agent must guess which one applies.

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 project-scoping and the parenthetical '(from list_projects)', which hints that list_projects should be called first to obtain the UUID. There is no explicit when-to-use guidance or any exclusion against the near-identical 'list_folder' sibling.

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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