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ADIKANT

datalens-dev-mcp

by ADIKANT

dl_admin_assign_licenses

Assign licenses to DataLens users by applying explicit assignments; revoking is not supported.

Instructions

Apply explicit documented license assignments; this operation does not support revoke.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
assignmentsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv1.2.0

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=false, idempotentHint=false, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds the useful 'no revoke' limitation, but says nothing about what happens to pre-existing assignments, whether repeated calls duplicate grants (relevant given idempotentHint=false), or permission requirements.

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?

A single front-loaded clause with no filler; the negative constraint is placed immediately after the core action. The terseness is appropriate in form, though it masks an under-specification problem rather than a verbosity one.

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?

For a non-idempotent admin mutation whose only parameter is an opaque nested array and whose schema coverage is 0%, the description leaves critical gaps: assignment object shape, merge-vs-replace behavior, and any return/outcome information (no output schema exists).

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 description coverage is 0% and the single required parameter is an array of untyped objects — the agent has no way to know the shape of a license assignment. The description supplies nothing about the assignments structure or allowed keys, so it fails to compensate for the coverage gap.

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 clear verb ('Apply') and resource ('license assignments'), so an agent knows this writes license assignments. However, the qualifier 'explicit documented' is jargon that adds no discriminating meaning, and no sibling tool is named as a contrast — though none of the listed siblings appear to overlap.

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?

Provides one genuine boundary condition: 'this operation does not support revoke', which tells the agent when this tool is NOT the right one. It stops short of naming an alternative for revocation or stating prerequisites/context for when assignment is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.