x402-simpson-index
Simpson Index: Simpson Index
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| values | No | Values to process |
Simpson Index: Simpson Index
| Name | Required | Description | Default |
|---|---|---|---|
| values | No | Values to process |
Changes observed during successful MCP inspections.
Input schema / properties / valuesAdded value: +{
+ "description": "Values to process",
+ "type": "string"
+}Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full behavioral burden, yet it discloses nothing about computation, input format, or output. No mention of whether the index is the dominance or diversity variant (1-D vs D), which materially changes results.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The single line is short but is under-specification rather than conciseness — it wastes the entire description budget restating the name. There is no front-loaded explanation of purpose or input expectation.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a statistics tool with no annotations and no output schema, the description should at minimum explain what is computed and the expected value format. Nothing is provided, leaving the agent unable to invoke it correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100% and there is a single parameter, so the baseline is 3. However, the schema text 'Values to process' is itself vague about expected encoding (comma-separated? array string?), and the description adds nothing to clarify it.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description is 'Simpson Index: Simpson Index', which merely restates the tool name and title without stating what the tool computes or what it returns. It gives no verb or resource distinction from statistical siblings like x402-gini-coefficient or x402-shannon-entropy.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
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, what kind of input it expects, or how it differs from related index/diversity calculators. An agent must guess entirely from the name.
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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