list_cities
Emergent city list derived from pin density (GET /v2/cities).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Emergent city list derived from pin density (GET /v2/cities).
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
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. It hints the data is derived (computed from pin density) and the GET verb implies read-only, but it says nothing about whether the list is static or recomputed per call, its ordering, size, or pagination. For a zero-annotation tool this is a significant gap.
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 tight sentence with the endpoint parenthetically appended and no filler. However, the brevity borders on under-specification rather than true economy of information.
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 output schema and no annotations, the description is the only source of truth, yet it never describes the return shape (city names, IDs, coordinates?) or ordering. For a derived-data tool an agent needs to know roughly what comes back, and that is absent.
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 declares zero parameters, so there is nothing for the description to disambiguate. Baseline 4 applies; no parameter-level gaps exist.
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 identifies the resource (a city list) and the endpoint (GET /v2/cities), but 'Emergent city list derived from pin density' is jargon-heavy and never states plainly what the tool returns or how it is scoped. It does not differentiate it from siblings like list_pins or list_agents beyond the resource noun. Purpose is inferable but not stated with a clean verb+resource.
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 on when to call this versus siblings such as list_pins, list_agents, or agents_nearby. No prerequisites, no conditions, no exclusions are given. The agent must guess from the name alone.
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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