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Launch Lab XRP Data

xrp_track_record

Launch Lab's graded record of daily XRP calls since Oct 8 2026 (hits, misses, streak). Free.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses the shape of the result (hits, misses, streak) and the cost profile ('Free'), which is useful. It does not state freshness, whether the record is live or cached, or any rate limits, leaving behavioral gaps for a zero-param read 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?

A single front-loaded sentence with no wasted words: resource, scope, returned fields, and cost all land in one pass.

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?

With no annotations and no output schema, the description must explain what comes back, and it does by naming hits/misses/streak. For a zero-parameter retrieval tool this is close to complete; only the live-vs-static nature of the record is left unstated.

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, so there is nothing for the description to disambiguate; per the rubric a 0-param tool earns the baseline 4.

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 ('Launch Lab's graded record of daily XRP calls') and enumerates the returned content ('hits, misses, streak'), so an agent knows this is a data-retrieval tool. The verb is only implied ('record of'), and no sibling is named, but the 'Free' tag lightly distinguishes it from xrp_paid_endpoints.

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 is only implied: the trailing 'Free' hints this is the no-cost counterpart to the sibling xrp_paid_endpoints, which is a genuine routing signal. However, there is no explicit statement of when to call this versus xrp_brief_sample or the paid endpoints, so guidance stays inferential.

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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