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853046310

Qingflow MCP (CRUD)

by 853046310

Qingflow Canonical Query Export

qf.query.export
Read-onlyIdempotent

Export query results as resource links to avoid large inline payloads. Facilitates efficient data retrieval and sharing.

Instructions

Export canonical row queries and return resource links instead of large inline payloads.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
plan_idYes
queryNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okYes
dataYes
metaNo
Behavior3/5

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

Annotations already declare readOnlyHint and idempotentHint as true. The description adds that it returns resource links, which is useful but does not delve into other behavioral traits like pagination or error handling.

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 clear sentence, front-loaded with the main purpose, and contains no extraneous information.

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

Completeness2/5

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

Despite having output schema and annotations, the description is too brief for a tool with many nested parameters, offering no guidance on when to use various query options or what the returned resource links contain.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, and the description does not explain any parameters, leaving complex nested objects like query entirely undocumented.

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 exports canonical row queries and returns resource links, distinguishing it from siblings like qf.query.rows that return inline payloads.

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 usage via 'instead of large inline payloads' but does not explicitly state when to use or provide alternatives among similar siblings.

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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