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Corroborate

leads

Read-only

New arXiv papers that mention Erdős, with the problems they name or were matched to.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already establish readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds useful content context (papers, named/matched problems) but says nothing about the default recency window, result limits, ordering, or behavior when no leads exist.

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?

One compact sentence with no filler and the most important information (what the leads are) front-loaded. It is appropriately sized for a one-parameter read tool.

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?

With no output schema, the description does responsibly explain what is returned (papers plus associated problems). However, it leaves the only parameter undefined and gives no sense of volume, ordering, or failure behavior, so it is only adequate rather than complete.

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% for the single 'days' parameter, and the description only hints at recency via the word 'New' without mapping it to the parameter, its default, or the 1-120 bounds. The description does not compensate for the schema gap.

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 resource — new arXiv papers mentioning Erdős plus the problems they name or were matched to — which is far more than the opaque name 'leads' conveys. It lacks an explicit verb and does not differentiate itself from the related sibling 'match_paper', so it falls short of a 5.

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 when-to-use guidance, no statement of prerequisites, and no mention of alternatives such as 'match_paper' or 'check' despite those siblings existing. The agent must infer the call context entirely from the noun phrase.

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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