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nusduck

biz-db-mcp

by nusduck

list_databases

Enumerate configured database IDs without exposing DSNs or credentials, enabling secure database discovery for agents.

Instructions

List configured database ids without exposing DSNs or credentials.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

With no annotations, the description carries the transparency burden. It adds a meaningful security guarantee that DSNs and credentials are not exposed, and 'list' implies a read-only action. However, it does not explicitly discuss side effects or authentication requirements, though these are less critical for a zero-parameter read-only listing.

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

Conciseness5/5

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

The description is a single concise sentence that front-loads the action and resource. Every word earns its place, and there is no redundancy or fluff.

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 tool's simplicity, zero parameters, and the presence of an output schema, the description is reasonably complete. It states the scope and a key security constraint, though it could have added a hint about use cases or ordering, but these are not essential.

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?

The tool takes zero parameters, so the schema is empty and the baseline is 4. The description clarifies that the output is limited to database ids, which adds semantic value beyond the empty schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool lists configured database ids, using a specific verb and resource. It also distinguishes itself from siblings like describe_table, query, execute, and export, which target tables or data operations rather than database enumeration.

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?

The description implies the tool is used to enumerate available database ids, which is a natural first step before using other tools, but it does not explicitly state when to use this tool versus alternatives. No exclusions or alternative references are provided.

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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