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jaybird-us

Azure DevOps MCP Server

by jaybird-us

get_project_stats

Retrieve work item statistics for any Azure DevOps project, including counts of active and closed items to monitor project progress.

Instructions

Get statistics about work items in a project

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectYesProject name
organizationNoOrganization name or URL (optional, uses current org if not specified)
include_closedNoInclude closed items in stats
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 indicates a read operation ('Get'), but fails to describe what happens if the project does not exist, required permissions, or whether the operation is safe (e.g., non-destructive). The lack of detail leaves significant behavioral aspects unspecified.

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, concise sentence that efficiently communicates the tool's core function without superfluous words.

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?

Given the absence of an output schema and annotations, the description should provide more context about return values, error handling, and usage nuances. The current description is too sparse to fully enable correct invocation, especially regarding what the 'statistics' entail.

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

Parameters3/5

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

Schema coverage is 100% with each parameter described in the schema. The description does not add additional parameter meaning beyond the schema, so it meets the baseline for high coverage.

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 action ('Get') and the resource ('statistics about work items in a project'), distinguishing it from sibling tools that retrieve individual items (get_work_item) or query lists (query_work_items). It is specific enough to convey the tool's distinct purpose.

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, nor does it mention preconditions or exclusions. The agent is given no context for choosing this tool over similar ones like query_work_items or get_work_item.

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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