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netfluid__telco_accounts

Lists all the available telecommunications accounts

Lists all the available telecommunications accounts @param api_key: The api key allocated to your application @param token: The wallet_api_token provided by /access/login @param wallet_fk: The wallet_fk provided by /access/login

@return: a json object

Input Schema

NameRequiredDescriptionDefault
tokenYes
api_keyYes
wallet_fkYes

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

B3/5.0
Behavior2/5

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

Annotations are empty, so the description carries the full burden, and it does little: no pagination behavior, no result scope (all accounts vs. filtered), no rate or permission notes. The only behavioral signal is that token and wallet_fk come from /access/login, which hints at auth requirements but is really parameter documentation.

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

Conciseness3/5

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

The first sentence is duplicated verbatim before the param block, which is pure waste. The rest is compact and front-loaded, but the repetition is a clear structural defect.

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 list tool with three required auth params, no annotations, and no output schema, the description covers auth sources but gives only 'a json object' as the return shape and nothing about scope or pagination. Adequate but with clear gaps.

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%, so the description must compensate, and it does document all three params. api_key is described as 'the api key allocated to your application' and token/wallet_fk as being obtained from /access/login, which adds real provenance value. The wallet_fk entry is near-tautological, keeping it short of a 5.

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+resource: 'Lists all the available telecommunications accounts'. This is clear about what it does, but it does not differentiate itself from siblings like netfluid__telco_bundles or netfluid__wallet_accounts_list, leaving the agent to infer the distinction.

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?

No when-to-use, when-not-to-use, or alternative guidance is provided. With over a hundred sibling tools, the description gives the agent nothing to route between telco_accounts and telco_bundles or the various wallet/account list tools.

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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