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EgorKluch

LAML MCP Server

by EgorKluch

loadLaml

Load LAML documents from file paths to access YAML-based markup content through the Model Context Protocol.

Instructions

Load LAML document from file path

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectYesAbsolute path to the project directory
pathYesAbsolute path to LAML document file
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 burden of behavioral disclosure. It mentions loading from a file path but fails to describe critical behaviors such as error handling (e.g., what happens if the file doesn't exist or is malformed), performance characteristics, or any side effects. This leaves significant gaps in understanding how the tool behaves in practice.

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, direct sentence that efficiently conveys the core functionality without unnecessary words. It is front-loaded with the essential action and resource, making it easy to parse quickly. There is no wasted verbiage, achieving optimal conciseness.

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 annotations and output schema, the description is incomplete for a tool with two required parameters. It lacks details on return values, error conditions, or operational constraints, leaving the agent with insufficient information to use the tool effectively in complex scenarios. The high schema coverage doesn't compensate for these missing behavioral aspects.

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%, with both parameters ('project' and 'path') clearly documented in the schema as absolute paths. The description adds no additional semantic context beyond implying file-based loading, which is already inferred from the schema. This meets the baseline for high schema coverage but doesn't enhance parameter understanding.

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 the action ('Load') and resource ('LAML document from file path'), making the purpose immediately understandable. It specifies the source as a file path, which distinguishes it from potential alternatives like loading from a URL or database. However, without sibling tools for comparison, the differentiation aspect is inherently limited.

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, prerequisites, or constraints. It merely states what the tool does without context for its application. With no sibling tools mentioned, there's no explicit comparison, but the lack of any usage context leaves the agent without operational guidance.

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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