x402-cumulative-product
Cumulative Product: Cumulative product of an array.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Cumulative Product: Cumulative product of an array.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
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. It reveals only that an array is involved but says nothing about how the array is supplied (the schema has zero parameters), what the output looks like, how empty arrays are handled, or whether this is a pure read-only computation.
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?
At only eight words, the description is brief, but the structure 'Cumlative Product: Cumulative product...' wastes the first three words on a tautological label. It is short rather than genuinely well-structured, since the redundant prefix eats space that could clarify input or sibling differences.
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 tool with no annotations, no output schema, an empty input schema, and several near-identical siblings, the description is materially incomplete. The agent lacks the input mechanism, the return shape, and any differentiator from x402-cum-product-array, all of which are needed to invoke or route to this tool 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?
The schema has zero parameters, and although 0 params normally earns a baseline of 4, the description compounds the problem by referencing 'an array' that cannot be passed through any schema parameter. This creates confusion about invocation rather than resolving it — an agent cannot determine where the array input comes from.
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 phrase 'Cumulative product of an array' states a specific operation and resource, so an agent can roughly tell what the tool computes. However, it fails to differentiate from the near-identical sibling x402-cum-product-array, and the leading label 'Cumulative Product' merely restates the description, adding no new information.
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 about when to use this tool instead of closely related siblings such as x402-cumulative-sum, x402-cumulative-max, x402-cumulative-min, x402-cum-product-array, or x402-running-total. An agent must guess which cumulative function fits the user's request.
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.
The tool set is saturated with near-duplicates and synonyms: character-count vs char-count, clamp vs clamp-value, is-abundant vs is-abundant-num vs is-abundant-number, and fetch vs browser-scrape vs web-scrape vs text-scrape. Generic names like 'difference', 'normalize', 'range', and 'partition' make the boundaries even harder for an agent to determine.
Most tools share a x402- kebab-case prefix, but the set mixes noun-only names (math, hash, prime, time), verb-first names (get_stats, find, validate), auto-generated names (x402-publish-1787853294312-base-account), and inconsistent variants like temp vs temperature vs temperature-convert. This is not a coherent verb_noun convention despite the common prefix.
1677 tools is an extreme count that creates selection paralysis and makes coherent agent use impractical. A utility or marketplace server at this scale needs sub-services or namespacing rather than a flat tool list.
The surface has broad token coverage across many utility categories, but the marketplace aspect is incomplete: service_discovery and get_stats exist, yet there are no generic publish, update, delete, or account-management operations. Utility families also contain redundant variants without clear completion or lifecycle structure.