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psprakhar020

Azure Image Pipeline MCP

by psprakhar020

list_recent_image_runs

Retrieve recent runs for the configured Azure DevOps image pipeline to check build status and results.

Instructions

List recent runs for the configured Azure DevOps image pipeline.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.8/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It indicates a read-style listing operation but says nothing about authentication, ordering, pagination, rate limits, or what 'recent' means, leaving important behavior undisclosed.

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 well-formed sentence with no wasted words and the core action is front-loaded. It is concise, though its brevity contributes to the gaps in guidance and parameter detail.

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

Completeness3/5

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

An output schema exists, so return value details need not be in the description. For a low-complexity list tool, the description is minimally adequate, but it omits the meaning of 'recent,' the 'top' limit parameter, and any routing guidance relative to sibling tools.

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?

The schema has 0% description coverage for the single optional parameter 'top,' and the description does not mention it at all. The word 'recent' hints at a limit but does not explain the parameter's meaning, default, or effect.

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 verb and resource ('List recent runs') and scopes it to the 'configured Azure DevOps image pipeline.' It is distinguishable from siblings like get_image_run_status and queue_image_pipeline, but it does not explicitly contrast itself with them.

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?

There is no explicit guidance on when to use this tool versus alternatives, nor any prerequisites or exclusions. The implied use case is listing recent runs, but the agent is left to infer it without help.

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