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frothkoetter

data-quality-cde-mcp-server

by frothkoetter

list_cde_resources

List available Cloudera Data Engineering files to inspect Airflow jobs and data-quality deployments.

Instructions

List CDE file resources.

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?

No annotations are present, so the description carries the burden of disclosing behavior. It only says 'List' which implies read-only, but it does not mention authentication needs (despite credential parameters), potential errors, rate limits, or the nature of the returned data.

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 sentence with no filler. It is concise, but the brevity comes at the cost of necessary detail. It still earns its place as a minimal functional statement.

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?

For a tool that likely requires CDE credentials and connectivity, the description is incomplete. It does not explain what 'file resources' are, when this should be called, or how the optional parameters affect the request. The presence of an output schema reduces the need to describe return values, but the lack of contextual setup is a significant gap.

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 mention or explain any parameters. While parameter names (cde_user, cde_password, cde_endpoint_url) are somewhat self-explanatory, the description adds no contextual meaning about how or why these are used.

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 states a clear action ('List') and a specific resource ('CDE file resources'), which is more specific than a tautology. However, it does not define what 'file resources' encompasses, so it is not fully self-explanatory.

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?

No guidance is provided on when to use this tool versus siblings like list_cde_jobs or diagnose_cde_connectivity. There is no mention of prerequisites, use cases, or alternatives.

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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