x402-trimmed-mean
Trimmed Mean: Mean of trimmed. 🆓 5 free trial calls per signed wallet
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| values | No |
Trimmed Mean: Mean of trimmed. 🆓 5 free trial calls per signed wallet
| Name | Required | Description | Default |
|---|---|---|---|
| values | No |
Changes observed during successful MCP inspections.
Input schema / properties / values / descriptionRemoved value: -"Values to process"Input schema / properties / valuesAdded value: +{
+ "description": "Values to process",
+ "type": "string"
+}Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden, and it discloses only one relevant trait: that calls require a signed wallet and that 5 free trial calls are available. It says nothing about how trimming is performed, what default trim level applies, output shape, or error behavior for malformed input.
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?
It is short, but brevity here comes from under-specification rather than economy: 'Mean of trimmed' is a wasted, ungrammatical clause and the emoji free-trial line is boilerplate that occupies the space where real parameter or behavior detail should be.
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?
A statistics endpoint with one undocumented parameter, no annotations, and no output schema needs the description to explain input format and trimming semantics; none of that is present. An agent cannot reliably construct a call from this definition.
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 0% for the single 'values' parameter, so the description must compensate and does not. It never states that values is expected as a string (presumably a delimited list), nor does it explain whether a trim fraction is accepted anywhere — leaving the sole documented parameter completely opaque.
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 restates the tool name with the circular phrase 'Mean of trimmed', which adds no information about what a trimmed mean is or how this endpoint computes it. An agent can infer the resource from the name alone, but the sentence contributes nothing beyond it and does not distinguish this tool from nearby siblings like x402-mean-of, x402-median, or x402-winsorized-mean.
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 when-to-use guidance at all: nothing says when a trimmed mean is preferable to a plain mean or median, no mention of a trim proportion, and no routing to alternatives such as x402-winsorized-mean or x402-median. The only additional sentence concerns free trial calls, which is pricing boilerplate rather than 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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