Skip to main content
Glama

Index headlines

get_index_readings
Read-onlyIdempotent

The current public headline number of every Open Factory model (lead time, build cost per MW, book-to-bill, OEM disclosure, energization year), each with its source document and date.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and a closed world, so the safety and determinism profile is covered. The description adds only that values are 'current' and 'public' and that each carries a source document and date — useful payload context, but no disclosure about freshness cadence, historical availability, or result size.

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 with zero filler. The scope ('every Open Factory model') is front-loaded and the parenthetical lists the payload without padding.

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 return-value burden and does name the returned metrics plus their source document and date. It still omits units/definitions for the metrics and whether the set of models is fixed, but it is adequate for a no-argument snapshot tool whose annotations already cover safety.

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 no parameters, so per the rubric a baseline of 4 applies. The description correctly implies an unfiltered, complete dump rather than a filtered query, which is consistent with the empty 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?

States a specific verb+resource ('the current public headline number of every Open Factory model') and enumerates the five metrics the index covers. The 'every model' scope implicitly distinguishes it from the single-metric siblings (get_lead_times, get_book_to_bill, get_disclosure_scorecard), which return one metric at a time rather than a cross-model snapshot.

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 word 'current' implies a snapshot use case and 'every model' implies an overview use case, but the description never states when to reach for this tool versus the per-metric siblings. No exclusions or prerequisites are given, leaving the agent to infer the choice.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources