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vora_get_latest_biomarkers

Read-onlyIdempotent

Latest value per PhenoAge-relevant biomarker (albumin, creatinine, glucose, CRP, lymphocytes, MCV, RDW, ALP, WBC) plus the current fasting context.

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": "vora_get_latest_biomarkers"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint=false, covering the safety profile. The description adds useful context about what data is included (latest per biomarker plus fasting context), but it does not disclose return format, missing-biomarker behavior, units, or how 'current fasting context' is determined.

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-loads the core behavior and then parenthetically enumerates the biomarkers. Every element earns its place; nothing is redundant or padded.

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?

For a zero-parameter read tool with no output schema, the description sufficiently explains what data is returned and that fasting context is included. Minor gaps remain around result shape and handling of absent biomarkers, but it is largely complete.

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, so there is no parameter semantics burden on the description. The baseline for 0 params is 4, and no schema gaps exist.

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 clearly states it retrieves the latest value per PhenoAge-relevant biomarker and the current fasting context. The scope ('PhenoAge-relevant', 'latest') implicitly distinguishes it from vora_list_biomarkers, but it does not explicitly name or contrast with any sibling.

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 implied by the PhenoAge framing, suggesting it is for longevity or biological-age assessment rather than general biomarker listing. However, there is no explicit when-to-use, when-not-to-use, or alternative-tool guidance against siblings like vora_list_biomarkers or still_get_fasting_state.

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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