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Eight documented anomaly-detection rules over the caller's own security events, with preserved evidence (PAID $0.50)

v1_bio_labcyber_events

Detect anomalies in your own security events with eight documented rules and preserve evidence for review.

Instructions

Eight documented anomaly-detection rules over the caller's own security events, with preserved evidence (PAID $0.50)

Remote route: POST /v1/bio/labcyber/events (0.50 USD x402/base/usdc on eip155:8453).

Input Schema

NameRequiredDescriptionDefault
configNo
eventsNo
allowlistNo

Output Schema

NameRequiredDescriptionDefault
statusNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=false, idempotentHint=false, openWorldHint=true, destructiveHint=false, so the side-effect profile is covered. The description adds genuinely useful context the annotations lack: the call is paid ($0.50 via x402 on eip155:8453 USDC) and evidence is preserved. It still does not say what 'preserved evidence' means materially, whether events are stored server-side, or what auth/tenant scoping applies.

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

Conciseness3/5

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

The text is short and front-loaded, but the first line is a redundant copy of the title, and the second line is purely routing/pricing metadata. Nothing is bloated, yet the available space is spent on duplication rather than on the missing parameter or usage information.

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?

An output schema exists, so return values need not be explained. However, for a paid tool with three fully undocumented nested parameters, no guidance on the eight rules or allowlist semantics, and a vague 'preserved evidence' claim, the description is well short of what an agent needs to call it correctly.

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

Parameters2/5

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

Schema description coverage is 0% across three nested parameters (config, events, allowlist), and the description supplies no parameter meaning at all. An agent can only infer that 'events' is the input log and 'allowlist' is some filter; the structure of config (which of the eight rules to enable, thresholds?) is entirely undocumented.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the resource and action reasonably well ('Eight documented anomaly-detection rules over the caller's own security events'), but it is a verbatim restatement of the title, so it adds no new purpose information. It also fails to distinguish the tool from nearby siblings such as v1_bio_outbreak_events or v1_bio_risk_assess, leaving the agent to infer the boundary.

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 statement of when to call this tool, what preconditions exist, or which sibling to prefer for adjacent bio/security-event needs. The only extra guidance is the payment route and price, which tells the agent nothing about tool selection.

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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