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Nice-Wolf-Studio

DataBento MCP Server

metadata_list_datasets

List all available Databento datasets with optional date range filtering to find historical market data sets.

Instructions

List all available Databento datasets with optional date range filtering

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
start_dateNoOptional inclusive start date (YYYY-MM-DD)
end_dateNoOptional exclusive end date (YYYY-MM-DD)
Behavior3/5

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

Without annotations, the description indicates a read-only listing operation. Lacks detail on pagination, limits, or side effects, but the tool is inherently simple.

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?

Single sentence, no wasted words, action verb first, clear and efficient.

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?

No output schema, so description should elaborate on return format. It does not, leaving a gap. However, the tool is simple and context from name implies a list of dataset identifiers.

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 100% so baseline is 3. The description adds a high-level summary ('date range filtering') but no additional meaning beyond what the schema provides for the two parameters.

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?

Clearly states the action (List), the resource (all available Databento datasets), and optional date range filtering. Distinguishes from sibling tools like metadata_list_fields or metadata_list_publishers by specifying datasets.

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?

Mentions optional date range filtering, giving a usage condition. However, does not provide when not to use or explicitly compare with alternative siblings like metadata_get_dataset_range.

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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