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qllm_list_providers

Read-onlyIdempotent

List LLM providers securely, filtering by capability, secret availability, or disabled status, without exposing API keys.

Instructions

List local qiaomu-llm providers without exposing API keys.

Args: params (ListProvidersInput): Filtering options: - include_disabled: include disabled providers - require_secret: only show providers with an available secret - capability: optional capability filter such as chat, models, tools, images - response_format: json or markdown

Returns: str: JSON or Markdown provider list with secret status only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, indicating safe operation. The description adds valuable context: 'without exposing API keys' and 'with secret status only,' which is critical for security and beyond what annotations provide.

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?

The description is concise with a clear first sentence and a structured list of arguments and returns. Every part is relevant, and there is no superfluous text.

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

Completeness4/5

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

Given the simple nature of the tool (listing providers with filters), annotations cover safety, and output schema exists, the description is sufficiently complete. It explains the return format and security aspect, though it could briefly mention the 'local' scope.

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?

The description lists the parameters and their meanings, but the input schema already contains descriptions for each property. The enum for response_format is clear from the schema. The description adds value by summarizing, but does not introduce new information beyond the schema.

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 clearly states the tool's purpose: 'List local qiaomu-llm providers without exposing API keys.' It specifies the resource and the important security caveat, though it does not explicitly differentiate from sibling tools like qllm_show_provider.

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?

The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, exclusions, or specific scenarios. The agent is left without context for tool selection.

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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