Geocoding By API Ninjas

v1reversegeocoding

Convert latitude and longitude coordinates into readable location names and addresses using reverse geocoding.

Instructions

API Ninjas Reverse Geocoding API endpoint.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "lat": "<lat>",
      "lon": "<lon>"
    },
    "name": "v1reversegeocoding"
  }
}

Input Schema

Name	Required	Description	Default
`lat`	Yes	Latitude coordinate.	47.6062
`lon`	Yes	Longitude coordinate.	-122.3321

Schema Changelog

Changes observed during successful MCP inspections.

First observedv1.0.0Jan 5, 2026

TDQS

C2.7/5.0

Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure but offers minimal information. It doesn't describe whether this is a read-only operation, what kind of data it returns (e.g., address components), potential rate limits, authentication requirements, or error conditions. The description is essentially a label rather than behavioral guidance.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise - a single phrase that identifies the API service. While it's under-specified in terms of content, it's not verbose or poorly structured. Every word earns its place by identifying the provider and endpoint type.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's purpose (geospatial conversion) and the absence of both annotations and an output schema, the description is insufficient. It doesn't explain what the tool returns (address information), doesn't provide context about the API provider's limitations or requirements, and doesn't help an agent understand how to interpret results. For a tool with no structured behavioral hints, the description should do more heavy lifting.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, with clear documentation for both 'lat' (latitude coordinate) and 'lon' (longitude coordinate). The description adds no parameter information beyond what's in the schema. According to scoring rules, when schema_description_coverage is high (>80%), the baseline is 3 even with no param info in the description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'API Ninjas Reverse Geocoding API endpoint' states the tool's general purpose (reverse geocoding) but is vague about what it actually does. It doesn't specify the verb (e.g., 'convert', 'look up', 'retrieve') or the resource (e.g., 'address', 'location details'), and doesn't distinguish it from its sibling 'v1geocoding' which presumably does forward geocoding. The description is functional but lacks specificity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives. It doesn't mention the sibling tool 'v1geocoding' or explain that reverse geocoding converts coordinates to addresses while forward geocoding does the opposite. There's no context about prerequisites, limitations, or typical use cases.

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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