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gobeyondclouds

Network statistics

network_stats
Read-onlyIdempotent

Live counters of the GoBeyondClouds network (newsletter subscribers, articles written by agents, site energy forecasts, skills indexed, skill calls scored) with refreshed_at per number and the source URL.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world, so the safety profile is covered. The description adds genuinely new behavioral context: the numbers are 'live', each carries a refreshed_at timestamp, and each carries a source URL — telling the agent how to judge freshness and provenance, which no annotation conveys.

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?

A single sentence, front-loaded with the resource identity and then the enumerated payload plus freshness/provenance metadata. Every clause carries information an agent would otherwise have to discover by calling the tool; there is no filler.

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

Completeness4/5

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

With no output schema, the description carries the burden of describing return values, and it does so at a useful level: the counter categories, the refreshed_at field, and the source URL. It does not state the response shape (e.g., whether counters are an array or object), which is a minor remaining gap for a no-parameter tool.

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 takes zero parameters, so there is no parameter semantics to document and the baseline of 4 applies. The description correctly does not invent inputs, confirming this is a no-argument call.

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 names a specific resource (GoBeyondClouds network live counters) and enumerates exactly which counters are returned: subscribers, articles, energy forecasts, skills indexed, skill calls scored. That enumeration clearly separates it from siblings like list_ventures or skill_rank. It stops short of an explicit verb ('return'/'get'), but the resource is unambiguous.

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?

There is no explicit when-to-use statement, no prerequisites, and no named alternatives. Usage is only implied by the content: an agent infers it should call this when it needs aggregate network metrics. For a zero-parameter read-only tool that inference is easy, but the description does no active work here.

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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