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DORA ICT Concentration Risk Benchmark

shadowgraph_dora_concentration_benchmark
Read-onlyIdempotent

Free. Answer: how concentrated are the cloud, CDN and DNS providers behind the ICT third-party services a bank or payment institution typically lists in its DORA Register of Information (Art. 28(4), Art. 29)? Returns a dated sector benchmark (HHI per layer, top providers, share on ESAs-designated CTPP hyperscalers) measured outside-in over 221 services, plus the next steps for an institution's own vendor list: free vendor scan, a $50 DORA concentration report, or a fixed-price institution assessment from $1,500.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds real context beyond that: the figure is a fixed, dated benchmark measured outside-in on a 221-service sample rather than live data about the caller, it costs nothing, and it discloses the commercial escalation path (free vendor scan, $50 report, $1,500 assessment). What it doesn't state is freshness cadence or any rate limiting.

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?

It is front-loaded and reasonably tight, opening with 'Free.' and then the question answered. But it is one packed run-on sentence, and the closing clause about a $50 report and a from-$1,500 assessment is promotional rather than tool-selection information, which dilutes the signal an agent needs.

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 benchmark with a full output schema and complete safety annotations, the description covers what is returned, the methodology sample size and the dated nature of the figures. An agent has enough to decide to call it; only data freshness and the exact benchmark reference date are missing.

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 takes zero parameters and the description correctly implies the single call returns a complete standard benchmark with no inputs to supply. With an empty schema at 100% coverage there is nothing further to clarify, so the baseline of 4 applies.

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 names a specific verb and artifact: it returns a dated sector benchmark of cloud/CDN/DNS concentration behind DORA Register of Information ICT third-party services, with concrete contents (HHI per layer, top providers, CTPP hyperscaler share, 221-service sample). An agent can tell this apart from sibling research tools without opening a schema. It stops short of naming any sibling alternative, so it doesn't reach the top band.

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 context is implied well enough by 'how concentrated are the cloud, CDN and DNS providers behind the ICT third-party services a bank or payment institution typically lists in its DORA Register of Information' — it is clearly for DORA concentration questions. However there is no explicit when-to-use/when-not-to-use guidance and no pointer to a sibling tool such as shadowgraph_deep_research for a non-benchmark variant.

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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