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frothkoetter

data-quality-cde-mcp-server

by frothkoetter

list_cde_jobs

List all CDE jobs to view and manage Airflow data quality workflows, providing an overview of scheduled tasks for monitoring and troubleshooting.

Instructions

List all CDE jobs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cde_userNo
cde_passwordNo
cde_endpoint_urlNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations provided, the description must disclose behavioral traits. It only states the action 'List' without confirming read-only status, authentication requirements, pagination behavior, or error handling. This is insufficient for an operation that takes credential parameters.

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 sentence with a front-loaded verb and no wasted words. It is appropriately sized for the information it conveys, though that information is minimal.

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 an output schema, the tool has three optional authentication-related parameters and a large sibling tool set. The description does not explain why credentials might be needed, how it differs from related list tools, or any connection/authentication prerequisites. The description is minimally viable but lacks essential context.

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

Parameters1/5

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 the purpose or usage of the three parameters (cde_user, cde_password, cde_endpoint_url). It adds no meaning beyond the parameter names, completely failing to compensate for the lack of schema descriptions.

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 uses a specific verb 'List' and resource 'CDE jobs', which clearly distinguishes it from sibling tools like list_cde_job_runs (lists runs) and describe_cde_job (describes a single job). It is direct and unambiguous.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives such as list_cde_resources or describe_cde_job. There is no mention of prerequisites, typical use cases, or exclusions, leaving the agent to infer the appropriate context.

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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