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kewinall

Data Platform MCP Server

by kewinall

list_etl_pipelines

List all normalized ETL pipeline IDs published by the metadata producer to identify available pipelines for monitoring and analysis.

Instructions

List normalized ETL pipeline IDs published by the ETL metadata producer.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.5.0

TDQS

A3.8/5.0
Behavior3/5

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

With no annotations, the description carries the behavioral burden. 'List ... IDs' clearly indicates a read-only operation, and 'published by the ETL metadata producer' scopes the source. However, it does not disclose pagination, ordering, or whether the list is exhaustive.

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, well-structured sentence that leads with the action and object, then adds the qualifiers 'normalized' and 'published by the ETL metadata producer.' No wasted words.

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

Completeness4/5

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

For a zero-parameter list tool with an output schema, the description covers the essential purpose and source of results. It does not explicitly distinguish from siblings or mention return-shape caveats, but the simple read-only nature makes this largely complete.

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

Parameters4/5

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

The input schema has zero parameters and 100% schema coverage, so there is no parameter behavior to document. The description correctly implies an unqualified list operation, making the empty schema unsurprising.

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 identifies the exact resource returned ('normalized ETL pipeline IDs published by the ETL metadata producer'). This clearly distinguishes it from siblings like get_etl_pipeline, list_dags, and search_etl_metadata.

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 explicit guidance is given about when to use this tool versus alternatives such as get_etl_pipeline, list_dags, or search_etl_metadata. The intended use is implied by the name and list semantics, but not stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.