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get_ransomware_stats_by_group

Get ransomware attack statistics by threat actor group (LockBit, ALPHV, Qilin, etc.) from Vysion. Use to identify the most active ransomware groups.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

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": "get_ransomware_stats_by_group"
  }
}

Input Schema

NameRequiredDescriptionDefault
gteNoDate in YYYY-MM-DD format
lteNoDate in YYYY-MM-DD format
countriesNoCountry codes comma-separated

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full disclosure burden. 'Get' implies a read-only lookup, but the description says nothing about aggregation behavior, how groups are ranked, result volume, or pagination — the only response note is generic boilerplate ('200: Successful Response, application/json').

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

Conciseness4/5

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

Two front-loaded sentences that get straight to the point, with the examples earning their place. The trailing 'Responses: 200' block is specification boilerplate that adds no agent value, a minor blemish.

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 three-optional-parameter read tool with full schema coverage and no output schema, the description is adequate about what data is returned at a high level. It is thin on how the optional filters interact with the grouping and on what the returned statistics actually contain.

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 coverage is 100% and all three parameters (gte, lte, countries) are already documented in the schema with formats. The description adds no meaning beyond the schema — it never mentions that the stats can be scoped by date range or country codes.

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?

States a specific verb and resource ("Get ransomware attack statistics by threat actor group") with concrete examples (LockBit, ALPHV, Qilin) and the data source (Vysion). The 'by threat actor group' qualifier implicitly separates it from the by_country and by_sector siblings, though no sibling is named.

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?

"Use to identify the most active ransomware groups" gives a single intended use case, which is real guidance. But there is no statement of when to prefer this over get_ransomware_stats_by_country/sector or the histogram siblings, and no mention of how the optional date/country filters affect the ranking.

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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