x402-std-dev-population
Std Dev Population: Returns the population standard deviation of an array 🆓 5 free trial calls per signed wallet
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| values | No |
Std Dev Population: Returns the population standard deviation of an array 🆓 5 free trial calls per signed wallet
| Name | Required | Description | Default |
|---|---|---|---|
| values | No |
Changes observed during successful MCP inspections.
Input schema / properties / valuesAdded value: +{
+ "type": "string"
+}Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full load; it usefully discloses the pricing/quota model (5 free trial calls per signed wallet), which is real operational context. It says nothing about error behavior, empty-array handling, or response shape, though the read-only computational nature of the tool limits the risk.
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?
One front-loaded sentence naming the operation, plus a short promo/quota trailer. Little waste, though the free-trial line is marketing rather than invocation guidance.
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?
For a one-parameter, no-output-schema computation tool the description is nearly sufficient, but the missing input encoding format and the missing routing signal versus near-duplicate stat tools leave gaps an agent must guess at.
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 0%: the single 'values' parameter is typed as a plain string with no description, and the description only says 'of an array' without explaining how an array is encoded in that string (comma-separated, JSON, etc.). This is the one ambiguity that would actually block a correct call, and it is unaddressed.
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: returns the population standard deviation of an array. However, it does not distinguish itself from the many close siblings such as x402-std-dev-sample, x402-stddev, or x402-population-stddev, so an agent cannot tell from the text alone which one to pick.
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 word 'population' implies the distinction from sample standard deviation, but no alternative tool is named and no condition for choosing this over x402-std-dev-sample is given. Usage is inferred from the name rather than stated.
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.