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minia2a-mcp-remote

x402-running-total

Running Total: Returns the cumulative sum of an array at each position 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
valuesNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedInput schema / properties / values / description
      Removed value: -"Values to process"
  2. First observed

TDQS

B3/5.0
Behavior3/5

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

With no annotations provided, the description carries the full behavioral burden. It does disclose the core transformation precisely (per-position cumulative output), which is real value, but it says nothing about how the string input is parsed, what happens with malformed input, or the output container shape. Minimum-viable rather than rich.

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?

Two short sentences, with the functional definition front-loaded before the trial-note. Efficient overall, though the emoji/pricing tail adds a token tax that does not help tool selection.

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?

For a one-parameter math utility with no output schema and no annotations, the description covers the purpose adequately, but because the lone input is an undescribed string and there is no output-schema fallback, an agent still lacks enough to call it confidently. Adequate but with a clear gap.

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?

The single parameter 'values' is typed as a string with 0% schema description coverage, so its expected format (CSV, JSON array, comma-delimited numbers?) is undefined everywhere. The description does not compensate at all — it never mentions the input parameter or its encoding, leaving the agent to guess how to pass data.

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 states a specific transformation with a specific output shape: 'cumulative sum of an array at each position.' That is precise enough to know exactly what operation occurs. However, it makes no attempt to distinguish itself from near-identical siblings such as x402-cumulative-sum, x402-cum-sum-array, and x402-moving-sum, so an agent cannot tell which of these four to call from the descriptions alone.

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 guidance on when to use this tool versus the many cumulative-sum siblings, and no prerequisites, exclusions, or input expectations. The only extra sentence is payment/free-trial boilerplate ('5 free trial calls per signed wallet'), which is monetization info rather than usage guidance for an agent.

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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