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Get datafile

get_datafile
Read-onlyIdempotent

Get a single datafile by slug or id, including its JSON content and last published CDN path.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugNothe datafile slug (provide this or datafile_id)
datafile_idNothe datafile id (provide this or slug)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
jsonNo
slugYes
schema_idNo
datafile_idYes
descriptionYes
display_nameYes
content_sha256No
last_published_pathNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, so the description does not need to repeat these. It adds value by specifying the response includes JSON content and the last published CDN path, which is beyond the schema and annotations. No contradictions.

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?

A single, front-loaded sentence with no fluff. It states the verb and resource first, then the specific return details. Every word contributes.

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

Completeness5/5

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

For a simple get-by-identifier tool with an output schema and full annotation coverage, the description is complete. It conveys the essential purpose and return content, and the schema covers parameter requirements.

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 description coverage is 100%, and both parameters are well documented in the schema with 'provide this or the other' semantics. The description's 'by slug or id' adds no new meaning beyond the schema, so the baseline of 3 is appropriate.

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 states a specific verb ('Get'), a resource ('single datafile'), and the distinguishing detail that it returns JSON content and the CDN path. This clearly differentiates it from list_datafiles and other datafile operations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description makes the context clear (fetching a single datafile) but does not explicitly mention alternatives or exclusions. An agent can infer when to use it, but it lacks explicit guidance like 'for multiple datafiles, use list_datafiles'.

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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