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mcp-gauge

mcp-gauge

by CHANGCHINFU
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

GAUGE free sample record

gauge_sample

Preview a free sample GAUGE record to see current readings, official thresholds, seasonal anomaly statistics, and provenance before purchasing the full paid response.

Instructions

A free full sample GAUGE record — shows exactly what a paid response contains: current reading vs official thresholds (band, distance-to-action), seasonal statistical anomaly (percentile/strata), sources + record_hash provenance. Try before you buy.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "gauge_sample"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A4.5/5.0
Behavior4/5

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

With no annotations, the description carries the burden of describing behavior. It discloses that the sample contains current reading vs thresholds, anomaly data, and provenance. However, it doesn't mention auth requirements or read-only nature, which is fine for a sample.

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 that conveys all necessary information without any wasted words. It efficiently explains the tool's purpose and content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has no parameters, no output schema, and is a simple sample, the description is complete. It explains what the sample contains, why it exists, and how it relates to paid tools.

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 tool has zero parameters, and the schema coverage is 100% (empty). Per guidelines, baseline is 4. The description adds no parameter info because none exist.

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 tool provides a free sample GAUGE record, showing exactly what a paid response contains. It uses specific verbs and resources, and distinguishes from paid versions and sibling tools like gauge_preview.

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

Usage Guidelines4/5

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

The description implicitly tells when to use: 'Try before you buy' indicates it's for evaluation. While it doesn't explicitly exclude alternatives, the purpose is clear enough for the agent to decide.

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

Deploy Server

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