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lightnow-ai

claim-mcp-stdio-public

by lightnow-ai

identify

Returns deterministic fixture identity data, version, transport, and a supplied message so publishers can run ownership-claim acceptance tests over stdio.

Instructions

Return deterministic identity data for ownership-claim acceptance tests.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
messageNoready

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.4/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden. 'Deterministic' is a genuine and useful trait (repeat calls yield identical output), but nothing is said about side effects, auth requirements, whether the 'message' input alters the response, or the shape of the returned identity data.

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 short sentence with no filler, and the core action is front-loaded. It is concise but arguably too terse to be self-sufficient.

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?

An output schema exists so return values needn't be explained, but for a tool with an undocumented parameter, no annotations, and no usage guidance, the description leaves too much for an agent to infer before invoking it.

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?

One parameter ('message', default 'ready') has 0% schema description coverage, and the description says nothing about what it means or how it influences the returned identity data. The description does not compensate for the documentation gap.

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 states a verb and resource ('return deterministic identity data') but 'identity data' is left undefined, and the qualifier 'for ownership-claim acceptance tests' narrows it to a test-fixture role rather than describing what the data actually is. There are no siblings to differentiate from, so the ambiguity is unmitigated.

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?

'for ownership-claim acceptance tests' hints at a use context, but there is no explicit statement of when to call this tool, what precondition it satisfies, or what to do instead. No alternatives or exclusions are named.

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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