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Nice-Wolf-Studio

DataBento MCP Server

batch_list_jobs

List and monitor batch job statuses. Filter by state or date range to track progress.

Instructions

List all batch jobs with their current status. Optionally filter by job states or time range.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
statesNoFilter by job states
sinceNoFilter jobs since timestamp (ISO 8601)
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It does not state whether this operation is read-only, whether it requires authentication, any rate limits, or whether it returns all jobs or paginated results. The minimal description lacks critical behavioral context.

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 a single concise sentence that efficiently conveys the tool's purpose and optional filtering. No redundant information, though it could be slightly more structured.

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?

Given the tool's simplicity (two optional parameters, no output schema), the description covers the basic purpose and filtering. However, it omits details like pagination, read-only nature, and default behavior (e.g., lists all jobs if no filter). This is adequate but not fully complete.

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 input schema has 100% description coverage for its two parameters. The description restates the filtering capability without adding meaning beyond the schema. Baseline 3 is appropriate since schema already documents parameters.

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 verb 'List' and resource 'batch jobs', and mentions the output includes current status. It does not differentiate from siblings like batch_submit_job or batch_download, but the purpose is specific and understandable.

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 mentions optional filtering by state or time range, implying usage context. However, it does not provide guidance on when to use this tool versus alternatives (e.g., batch_download for retrieving files), nor does it state exclusions.

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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