calculate_median
Calculate median.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| numbers | Yes | Comma-separated numbers |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| count | Yes | ||
| median | Yes | ||
| numbers | Yes |
Calculate median.
| Name | Required | Description | Default |
|---|---|---|---|
| numbers | Yes | Comma-separated numbers |
| Name | Required | Description | Default |
|---|---|---|---|
| count | Yes | ||
| median | Yes | ||
| numbers | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, and the description only states 'Calculate median.' It does not disclose how even-length lists are handled, sorting behavior, or potential error conditions (e.g., empty input). The agent lacks critical behavioral context.
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 a single sentence that conveys the core purpose without unnecessary words. It is appropriately concise for a simple function, though it could benefit from a bit more detail.
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?
Given the simplicity of median calculation and the existence of an output schema (which may describe return type), the minimal description might suffice. However, it lacks any guidance on edge cases or usage context, making it slightly incomplete.
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 coverage is 100% with parameter 'numbers' described as 'Comma-separated numbers.' The description adds no extra meaning beyond the schema, so baseline score of 3 applies.
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?
Description clearly states the tool calculates the median, a statistical measure. It is a specific verb+resource. However, it does not differentiate from sibling tools like calculate_mean or calculate_mode, which perform similar statistical calculations.
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?
No guidance on when to use this tool versus alternatives like average, calculate_mean, or calculate_percentile. The agent must infer 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.
Add one secure layer between your agents and this server.