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XRPL-Utilities

@xrpl-utilities/mcp

xrpl_pulse_ripple_counterparties

Automatically discover Ripple counterparties and detect relay bursts. Provides anonymized score-tier and funding-source distributions for analysis.

Instructions

Free. Anonymized Ripple-counterparty auto-discovery and relay-burst detector findings. Score-tier and funding-source distributions; specific wallet addresses not exposed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
Behavior2/5

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

No annotations are provided, so the description must carry the full burden. It discloses that the data is anonymized and that wallet addresses are not exposed, which is useful privacy context. However, it does not state whether the operation is read-only, mention any rate limits or data freshness, or describe the output format beyond distributions. This leaves significant behavioral gaps for an agent.

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

Conciseness3/5

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

The description is short but awkwardly structured with a sentence fragment ('Free.'). It front-loads cost rather than core purpose, and uses unexplained jargon ('relay-burst detector'). While it is not verbose, the structure could be improved for clarity.

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 no output schema and no annotations, the description should explain the return shape and usage context. It only says the tool provides 'distributions' but does not specify the data structure, pagination (despite a limit param), or how to interpret the findings. The description is inadequate for an agent to fully understand and use the tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has one parameter (limit) with 0% description coverage, and the description does not mention the limit parameter at all. The description fails to explain how to use the parameter or what it controls, leaving the agent to infer from the parameter name and constraints.

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 clearly identifies the tool as providing anonymized Ripple-counterparty auto-discovery and relay-burst detector findings, with score-tier and funding-source distributions. This distinguishes it from sibling tools like xrpl_pulse_ripple_topology or xrpl_pulse_cex_attribution, though it lacks an explicit action verb like 'returns'.

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 explicit guidance on when to use this tool versus alternatives. The description does not mention any exclusions or alternative tool recommendations. The only contextual hint is 'Free' which might imply cost comparison, but it does not help with selection.

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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