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Gradient Dynamics: thermal and CFD simulation

Get job request

get_job_request
Read-onlyIdempotent

Read the owned job's normalized engineering request, input artifact IDs and provenance. Provider credentials and internal references are excluded.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "job_id": "<job_id>"
    },
    "name": "get_job_request"
  }
}

Input Schema

NameRequiredDescriptionDefault
job_idYes

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

The annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description earns credit for disclosing the redaction policy — provider credentials and internal references are excluded — which tells the agent what it will not receive and prevents it from fishing for secrets in the response.

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?

Two sentences, no filler. The returned content is front-loaded (normalized request, artifact IDs, provenance) and the exclusion caveat follows immediately, so an agent scanning the first clause already knows the tool's value.

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?

A single-parameter read tool with a full output schema, rich annotations, and an explicit statement of excluded content — the description supplies everything needed to call it correctly. The only small gap is the absence of any hint about what happens when the job is not owned or does not exist.

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

Parameters3/5

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

Only one parameter (job_id) exists and the schema description coverage is 0%, so the description carries the burden. It adds the meaningful qualifier 'owned' — job_id must identify a job the caller owns — but says nothing about the UUID format already declared in the schema or about failure behavior for non-owned IDs.

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?

A specific verb ('Read') plus a precisely scoped resource: the owned job's normalized engineering request, including input artifact IDs and provenance. That is clearly different from get_job (job metadata) or get_request_schema (schema rather than values), but the description never names those siblings explicitly, so the differentiation is inferable rather than stated.

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?

Usage is only implied: 'the owned job's' signals that the caller must own the job, which is a useful precondition. There is no explicit when-to-use or when-not-to-use guidance relative to get_job, get_request_schema, or get_job_events, leaving the agent to determine the boundary itself.

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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