x402-log-returns
Log Returns: Log Returns
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| values | No | Values to process |
Log Returns: Log Returns
| 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 (list? CSV? single value?), edge cases such as zero or negative prices, or expected output. The field is effectively empty of behavioral information.
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 description is short but not concise — it is under-specified rather than economical. Repeating the tool name adds zero information and the entire statement fails to earn its place.
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 computational tool with no annotations and no output schema, the description provides no explanation of input format, the log-return formula, or the shape of the result. Nothing an agent needs in order to call it correctly is present.
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% for the single parameter, so the baseline is 3. The description adds nothing beyond the schema, and the schema itself ('Values to process') is generic, but per the coverage rule this sits at the baseline rather than lower.
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 'Log Returns: Log Returns', which merely restates the tool name twice. It names no verb, no input type, and gives no way to distinguish this from siblings like x402-returns, x402-annualized-return, or x402-holding-period-return.
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, no mention of alternatives, and no conditions or prerequisites. An agent has no basis for choosing this tool over the many other return-calculation siblings.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.