Skip to main content
Glama

analyze education structure

analyze_education_structure
Read-onlyIdempotent

Evidence-linked analyze education structure without deterministic outcome claims.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateYes
nameYes
timeYes
placeNoCatalogue query or display label when explicit coordinates are supplied
topicsNo
asOfIsoNo
latitudeNo
timezoneNoRequired IANA timezone when explicit coordinates are supplied, for example Asia/Kolkata
longitudeNo
timezoneOffsetNoOptional fallback offset; derived from timezone and the requested local date when omitted

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint=false. The description adds a meaningful behavioral constraint beyond those structured hints: the analysis is 'evidence-linked' and avoids 'deterministic outcome claims,' which tells the agent the output framing is probabilistic rather than predictive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The definition is short, but it is an under-specified fragment rather than a structured description. It front-loads 'Evidence-linked' awkwardly and does not provide enough context to be useful, so brevity here reflects omission rather than efficient 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?

Although an output schema exists and annotations cover the safety profile, the description still leaves major gaps for a 10-parameter analysis tool with low schema description coverage. It omits usage guidance, parameter explanations, and any indication of required inputs such as date, time, and location data.

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

Parameters1/5

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

The description does not mention any of the 10 parameters, and schema description coverage is only 30%. For a tool requiring name, date, time, and either place or latitude/longitude/timezone, the description provides no additional meaning about parameter usage or constraints.

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 verb ('analyze') and resource ('education structure'), so the general action is clear. However, it does not distinguish this tool from siblings like analyze_career_structure or analyze_finance_structure beyond the topic word, and the phrasing is awkward.

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?

There is no explicit guidance on when to use this tool versus alternatives, nor any prerequisites or exclusions. The only usage-adjacent statement is the epistemic caveat about avoiding deterministic outcome claims, which is not a selection guideline.

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.