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Neptaverse

KEIRO MCP Server

by Neptaverse

keiro_answer

Get direct AI answers to your questions with inline source citations. Ideal for factual queries requiring authoritative responses.

Instructions

Get a direct, AI-powered answer to any question with inline source citations. Best for factual questions requiring authoritative responses.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesThe question to answer
Behavior4/5

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

No annotations are provided, so the description carries the burden. It discloses that the tool is AI-powered and returns citations, which are key behaviors. It doesn't explicitly state read-only safety, but that's implied by 'answer' and not critical for a Q&A tool.

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

Conciseness5/5

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

The description is a single, front-loaded sentence that conveys purpose, key features, and usage context without any fluff. Every word earns its place.

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

Completeness5/5

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

For a simple one-parameter tool with no output schema, the description fully covers what the tool does, what it returns (answer with citations), and when to use it. No significant gaps.

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% with one parameter 'query' described as 'The question to answer'. The description's 'any question' adds a slight hint of open-endedness but doesn't add meaningful semantics beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb ('Get') and resource ('answer to any question'), clearly distinguishing it from sibling tools like search, research, and crawl. It also mentions key differentiators (AI-powered, inline source citations) and best-use case (factual questions).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives clear guidance on when to use: 'Best for factual questions requiring authoritative responses.' It implies alternatives for non-factual or broader tasks, though it doesn't explicitly name them.

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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