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hassanvfx

mcp-data-analysis-agent

by hassanvfx

welcome

Explain the project's source-file configuration requirements, detailing setup steps and validation rules.

Instructions

Explain the project source-file configuration requirement.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.4/5.0
Behavior3/5

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

There are no annotations, so the description carries the full burden. 'Explain' implies a read-only, non-destructive action, but the description does not explicitly state that it makes no changes, takes no input, or what kind of output it returns.

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, focused sentence with no redundant or extraneous content. It is concise and easy to parse.

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?

The description conveys the basic action but omits contextual details such as what the explanation will contain, whether it returns text or data, and how it relates to the other tools in the environment. It is adequate for a simple welcome/help tool but not fully complete.

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

Parameters4/5

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

The input schema is an empty object and the schema coverage is complete, so there are no parameters to document. The description does not need to elaborate on inputs because none exist.

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 action—'Explain'—and identifies the resource/topic as 'the project source-file configuration requirement.' It is distinct from the sibling tools, though it does not elaborate on what that requirement entails.

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 gives no guidance on when to use this tool versus any alternative, nor does it mention prerequisites or context. A user must infer its purpose from the brief sentence alone.

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