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netfluid__telco_bundles

Lists all the available telecommunications bundles

Lists all the available telecommunications bundles @param api_key: The api key allocated to your application

@return: a json object

Input Schema

NameRequiredDescriptionDefault
api_keyYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -{
      -  "type": "object"
      -}New value: +null
  2. Added

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden, yet it discloses very little: no pagination behavior, no rate limits, no authentication requirement beyond the bare api_key parameter, and no indication of response shape beyond 'a json object'. It is not misleading, but it is thin for a tool with zero structured safety metadata.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The opening sentence is duplicated verbatim, wasting the most prominent position in the definition. The remaining content is bare Javadoc-style tags rather than front-loaded, purposeful prose.

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 listing tool with no output schema and no annotations, the description should at least characterize the returned data (fields, count, pagination). Instead it says only 'a json object', which tells the agent nothing about what it will receive or how to use it.

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 0%, so the description must compensate, and it does slightly by explaining that api_key is 'the api key allocated to your application' — clarifying it is an application-level credential rather than a user token. That is a real but minimal addition for a single-parameter tool.

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?

The description states a specific verb and resource ('Lists all the available telecommunications bundles'), which is clear enough for an agent to know it is a read-only enumeration endpoint. However, it offers no differentiation from nearby siblings such as netfluid__telco_accounts or paywall__subscription_types, which an agent could plausibly confuse with it.

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?

There is no statement of when to use this tool versus alternatives, no prerequisites, and no exclusions. Usage is only faintly implied by the word 'available', leaving the agent to infer the context on its own.

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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