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US CISA Known Exploited Vulnerabilities (KEV) & Ransomware Audit

openalex_citation_graph

Read-only

Academic citation graph metadata and scholarly network metrics from OpenAlex (CC0).

Input Schema

NameRequiredDescriptionDefault
doiNoDigital Object Identifier (e.g. 10.1038/s41586-020-2649-2)
limitNoMax citation entries (default 10)
queryNoScientific topic or title search
work_idNoOpenAlex Work ID (e.g. W2741809807)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so the safety profile is covered. The description adds only the CC0 licensing detail; it says nothing about how the four lookup modes interact, whether results are paginated, or what a citation graph response contains.

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?

A single tight sentence with no filler, and the data source is front-loaded. It is efficient but under-specified rather than padded.

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?

With four optional parameters, no required fields, no output schema and open-world access, the description should explain the alternative lookup modes and what is returned. One line about metadata and metrics leaves the agent guessing how to construct a valid call.

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 each of doi, query, work_id and limit is already documented with examples. The description adds no meaning beyond that — notably it does not clarify whether doi, query and work_id are alternative entry modes or combinable filters.

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 identifies the resource domain ('academic citation graph metadata and scholarly network metrics from OpenAlex') and its license, but it is a noun phrase with no verb stating what the tool actually does — retrieve, list, or build a graph. An agent can infer retrieval, but cannot distinguish the operation from siblings without opening the schema.

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?

No explicit when-to-use or when-not-to-use guidance is given, and no alternative tool is named. Usage is only implied by the topic ('citation graph'), which is enough to guess the domain but not to know when this beats a general knowledge search.

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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