Geo Geohash
geo_geohashEncode a lat/lon point into a geohash string (precision 1-12 characters).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| payload | Yes |
geo_geohashEncode a lat/lon point into a geohash string (precision 1-12 characters).
| Name | Required | Description | Default |
|---|---|---|---|
| payload | Yes |
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 discloses the operation type and output type (geohash string, precision 1-12), but it omits edge-case behavior, validation expectations, or response details. For a simple deterministic encode, this is adequate but not rich.
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, front-loaded sentence with no filler. Every element earns its place by naming the operation, inputs, output, and precision bound.
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?
The tool is simple and the description covers the core encode operation and output format. However, with 0% schema description coverage, no annotations, and no output schema, it could say more about valid input ranges or the exact output format to be fully self-contained.
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 0%, so the description must compensate. It mentions lat/lon and the precision range 1-12, but the precision range is already in the schema constraints, and the nested payload structure plus lat/lon valid ranges are not further explained. Compensation for the coverage gap is only partial.
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?
States a specific verb and resource: encode a lat/lon point into a geohash string. This is clearly distinguishable from sibling geo tools like geo_distance or geo_bbox, which calculate different geospatial properties.
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 no explicit when-to-use guidance, no conditions for selecting this tool over alternatives, and no exclusions. The purpose is implied by the verb and resource, but usage context is left entirely to inference.
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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