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1sarthakbhardwaj

Labellerr MCP Server

monitor_project_progress

Get progress statistics for a project to track annotation status and completion rates. Provide a project ID to receive current metrics for monitoring workflow.

Instructions

Get progress statistics for a project

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYesID of the project
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits itself. It only says 'Get', implying a read-only operation, but offers no detail on output format, pagination, permissions, or side effects. The description adds no meaningful behavioral context beyond the inherent meaning of 'get'.

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 conveys the core function without any fluff or redundancy. It is appropriately sized for the tool's simplicity.

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?

The tool has no output schema, so the description should clarify what 'progress statistics' entails and what the agent can expect in the response. The vague phrasing and lack of distinction from similar siblings leave the description incomplete for a tool with no annotation support.

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?

The input schema already provides a complete description for 'project_id' (100% coverage). The description adds no extra meaning to the parameter, but since the schema is sufficient, the baseline score of 3 is appropriate.

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 clearly states a specific verb ('Get') and resource ('progress statistics for a project'), which makes the tool's function understandable. However, it does not differentiate from the sibling tool 'query_project_statistics', which likely serves a similar 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 such as 'query_project_statistics' or 'monitor_job_status'. There is no mention of context, prerequisites, or exclusions.

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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