x402-cumulative-product
Cumulative Product: Cumulative product of an array.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| values | No | Values to process |
Cumulative Product: Cumulative product of an array.
| 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, and it discloses almost nothing: no input format, no ordering/type expectations, no output shape, no error behavior for empty or non-numeric input. It only states the mathematical operation.
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?
Extremely short and front-loaded, which is good, but the label-plus-restatement pattern ('Cumulative Product: Cumulative product of an array') wastes its one sentence on redundancy rather than earning it with useful detail.
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 single-parameter numeric tool with no annotations and no output schema, the description should at minimum specify the input encoding and the return value. Neither is covered, leaving the agent unable to invoke it confidently.
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% (one param, 'values' / 'Values to process'), so the baseline is 3. However, the schema's own wording is uninformative about the critical detail for a string-typed array parameter (comma-separated? JSON? space-delimited?), and the description does not compensate.
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 essentially a restatement of the tool name: 'Cumulative Product: Cumulative product of an array.' It adds only 'of an array,' which is inferenceable from the name itself. It also fails to distinguish this from close siblings such as x402-cum-product-array and x402-running-total.
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?
No when-to-use, when-not-to-use, or alternative routing is given. With a near-identical sibling (x402-cum-product-array) and related tools like x402-cumulative-sum and x402-running-total in the namespace, the absence of any disambiguation is a real gap.
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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