x402-group-by
Group By: Group array items by a key. Provide values array and key field; returns an object mapping key values to arrays of items.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Group By: Group array items by a key. Provide values array and key field; returns an object mapping key values to arrays of items.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations exist, so the description carries the behavioral burden. It discloses the return type ('object mapping key values to arrays of items') and implies a pure transformation, which is useful. However, it does not mention behavior for missing keys, duplicate keys, ordering of grouped arrays, or whether the input is mutated.
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?
A single sentence with no filler. The core operation, required inputs, and return shape are all front-loaded in a compact and readable way.
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 simple pure-function tool, the description provides the necessary invocation guidance and output semantics, especially since there is no output schema. It lacks edge-case details, but those are not essential for basic correct invocation.
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 input schema is empty, so the description must compensate for the lack of parameter definitions. It names the two logical inputs ('values array' and 'key field') and their roles, which is helpful, though it does not provide exact parameter names or type specifications.
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 clearly states the action ('Group array items by a key') and the output shape ('object mapping key values to arrays of items'), so an agent understands what the tool does. It does not explicitly distinguish itself from similar data-transformation siblings such as count-by or partition, but the content provides enough behavioral specificity to avoid gross confusion.
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?
The description gives a basic 'provide values array and key field' instruction but no guidance on when to choose this tool over alternatives, no exclusions, and no context about expected input constraints. An agent has to infer appropriate usage from the name and one-line description.
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.