x402-nearest-city
Nearest City: Nearest City
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| lat | No | Lat to process | |
| lon | No | Lon to process |
Nearest City: Nearest City
| Name | Required | Description | Default |
|---|---|---|---|
| lat | No | Lat to process | |
| lon | No | Lon to process |
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries full responsibility for behavioral disclosure. The description contains no behavioral information at all—no mention of what is returned, whether distance is included, whether the tool performs a network lookup, or how invalid coordinates are handled.
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 extremely short but this is under-specification rather than effective conciseness. The single phrase 'Nearest City: Nearest City' does not earn its place because it adds no information beyond the tool name.
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?
With no annotations, no output schema, and no meaningful description, an agent has almost no information needed to call this tool correctly. It does not explain expected lat/lon formats, return value shape, error behavior, or how it differs from related geolocation tools.
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 description coverage is 100%, with 'Lat to process' and 'Lon to process' documented in the input schema. The tool description itself adds no additional parameter meaning beyond that baseline, so a score of 3 is appropriate under the schema-coverage rule.
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 'Nearest City: Nearest City' is a tautology that simply restates the tool name with no verb or resource-description. It does not say whether the tool finds, returns, or computes the nearest city, nor does it distinguish itself from related tools like x402-geocode or x402-reverse-geocode.
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 whatsoever about when this tool should be used versus alternatives. It does not mention input scenarios, coordinate formats, or when a sibling such as x402-geocode, x402-reverse-geocode, or x402-capital-city would be more appropriate.
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.