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Unit 42 Threat Research & Malware Analysis — buy per-query in-session (unit42watch)

data_preview

Read-onlyIdempotent

✅ No API key needed — call this now. Listing: unit42watch: Unit 42 Threat Research & Malware Analysis. Price 0.01 USDC/query (max 20 queries/session). Sample questions: What is the newest Unit 42 threat research?; Show recent Unit 42 malware analysis and campaign reports. FREE preview — no key, no payment. Try one of the sample questions now.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugNoPublic listing slug. Defaults to the routed session's listing when connected via /mcp/data/{slug}/http.
questionNoOptional free-text question you'd ask this data (echoed back).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
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, so safety is covered. The description adds real value beyond that: no API key required, zero payment, and an explicit 'max 20 queries/session' rate limit, which is genuine behavioral context not present in structured fields.

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?

It is a marketing pitch with emoji and repeated claims ('No API key needed', 'FREE preview — no key, no payment') that restate the same point multiple times. The front-loaded call to action is fine, but several sentences do not earn their place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-required-param, read-only preview with full schema coverage and no output schema, the description covers the essentials of auth and cost. It is muddied by quoting '0.01 USDC/query' alongside 'FREE', which risks confusing whether this specific call is charged, and it never states what is actually returned.

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?

Schema description coverage is 100%, so both slug and question are already documented in the schema, and the description adds no syntax or format detail. The sample questions loosely illustrate the 'question' parameter but do not deepen its semantics beyond the schema.

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 does convey that this is a free, guest-callable preview of a specific listing (unit42watch) and repeats 'FREE preview'. However, it is framed as a sales pitch rather than a functional statement, and it never contrasts this preview against the paid query sibling (data_session_query), so an agent must infer the boundary between them.

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?

It pushes 'call this now' and 'Try one of the sample questions now' but gives no when-to-use versus when-not guidance and never names an alternative path such as data_session_query or discover_agents. The only implied guidance is the low-friction, no-key framing.

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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