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x402-jaccard-similarity

Jaccard Similarity: Jaccard Similarity

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
aNoA to process
bNoB to process
text1NoText1 to process
text2NoText2 to process

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • addedInput schema / properties / a
      Added value: +{
      +  "description": "A to process",
      +  "type": "string"
      +}
    • addedInput schema / properties / b
      Added value: +{
      +  "description": "B to process",
      +  "type": "string"
      +}
    • addedInput schema / properties / text1
      Added value: +{
      +  "description": "Text1 to process",
      +  "type": "string"
      +}
    • addedInput schema / properties / text2
      Added value: +{
      +  "description": "Text2 to process",
      +  "type": "string"
      +}
  2. First observed

TDQS

D1.5/5.0
Behavior1/5

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

No annotations are provided, so the description carries the full disclosure burden, and it discloses nothing. It does not say whether inputs are tokenized/whitespace-split, whether the result is a 0-1 score or a count, whether it is symmetric, or what gets returned.

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

Conciseness2/5

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

It is extremely short but only because it is under-specified, not because it is efficient; the doubled label conveys no information and is not front-loaded in any useful sense.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 4-parameter tool with no annotations, no output schema, and vacuous parameter descriptions, the description supplies none of the information an agent needs to call it correctly.

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?

Four parameters exist with 0 required, and the schema 'descriptions' are content-free placeholders ('A to process', 'Text1 to process'), so coverage is nominal rather than meaningful. The description adds no clarification of how a/b relate to text1/text2 or whether all four must be supplied, leaving the agent with no semantic grounding.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description is a tautology that restates the tool name verbatim ('Jaccard Similarity: Jaccard Similarity') with no verb, resource, or scope information. While the name itself hints at a known algorithm, the description does nothing to clarify what is actually computed or how it differs from the many similarity siblings (cosine-similarity, string-similarity, text-similarity, bigram-similarity, levenshtein-distance).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no conditions, and no mention of alternatives. This is especially damaging because the large family of similarity tools makes disambiguation essential, and the description offers none.

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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