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minia2a-mcp-remote

x402-sentiment-polarity

Sentiment Polarity: Scores sentiment from minus one to one using fixed positive and negative word lists 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
textNo
inputNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • removedInput schema / properties / input / description
      Removed value: -"Input to process"
    • removedInput schema / properties / text / description
      Removed value: -"Text to process"
  2. First observed

TDQS

C2.9/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does disclose real behavioral traits: a bounded -1..1 output and a deterministic lexicon-based method (fixed word lists). It omits error behavior, empty/edge-case handling, and what the two parameters actually mean, and the '5 free trial calls per signed wallet' implies a payment/auth gate without explaining it.

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?

Front-loaded and short: the core behavior and range come first, then the trial note. The emoji and trial-call clause add a little noise but are not egregious.

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?

For a tool with no annotations, no output schema, and an undocumented two-parameter schema containing a redundant-looking 'text'/'input' pair, the description should resolve at least the parameter ambiguity. It instead stops at the scoring mechanism, so the definition is not complete enough to guarantee a correct call.

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?

Schema description coverage is 0% and neither parameter is described in the schema. The description never references either parameter, so the ambiguous pair (text vs input) is left entirely unresolved — an agent cannot tell which field to populate or whether both are expected.

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?

States a specific verb and resource (scores sentiment) with a precise output range (-1 to 1) and the mechanism (fixed positive/negative word lists), so the operation is unambiguous. However, it offers no differentiation from the near-identical siblings x402-sentiment, x402-sentiment-fast and x402-sentiment-score, leaving the agent unable to tell which to pick.

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 when-to-use guidance and no mention of the three sibling sentiment tools, which is precisely where routing guidance is needed. The only contextual note is a payment/trial statement, not usage guidance.

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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