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nampd3

Project Knowledge MCP Server

by nampd3

refresh_project

Triggers an ingestion job to refresh project knowledge for a specified GitLab project ID.

Instructions

Trigger an Ingestion_Job that refreshes a single project identified by its GitLab project ID.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
gitlab_project_idYesThe numeric GitLab project ID of an in-scope project.
Behavior2/5

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

No annotations provided. The description mentions triggering an 'Ingestion_Job' but does not disclose behavioral traits such as whether the operation is asynchronous, if it has side effects beyond refresh, or any safety considerations. This leaves significant behavioral ambiguity.

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, front-loaded sentence with no redundant words. It efficiently conveys the core action and identification method.

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?

For a simple tool with one parameter and no output schema, the description provides the essential action and identifier. However, it lacks details about the nature of the ingestion job (e.g., async, duration, response) and does not mention prerequisites like project existence.

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 description coverage is 100% (one parameter fully described). The description adds minimal extra semantics by confirming the parameter identifies the project, but this is already clear from the schema.

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 ('Trigger an Ingestion_Job that refreshes') and the resource ('a single project identified by its GitLab project ID'). It distinguishes from the sibling 'refresh_all_projects' by specifying 'single project'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies that this tool is for refreshing a single project, but does not explicitly state when to use it versus alternatives (e.g., 'refresh_all_projects' for all projects) or provide any prerequisites or context.

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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