x402-csv-headers
CSV Headers: Returns the trimmed header names from a CSV's first line plus the number of data rows that follow 🆓 5 free trial calls per signed wallet
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| csv | No | ||
| text | No | ||
| input | No |
CSV Headers: Returns the trimmed header names from a CSV's first line plus the number of data rows that follow 🆓 5 free trial calls per signed wallet
| Name | Required | Description | Default |
|---|---|---|---|
| csv | No | ||
| text | No | ||
| input | No |
Changes observed during successful MCP inspections.
Input schema / properties / csv / descriptionRemoved value: -"Csv to process"Input schema / properties / input / descriptionRemoved value: -"Input to process"Input schema / properties / text / descriptionRemoved value: -"Text to process"Input schema / properties / textAdded value: +{
+ "description": "Text to process",
+ "type": "string"
+}Input schema / properties / inputAdded value: +{
+ "description": "Input to process",
+ "type": "string"
+}Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations exist, so the description carries the full behavioral burden. It discloses the return shape (headers plus row count) but says nothing about error handling for malformed input, how the three input fields are chosen among, or what happens with an empty or headerless CSV. The free-trial promo adds no behavioral information.
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 functional sentence is front-loaded and efficient, with no wasted words. The trailing promotional clause about free trial calls does not help an agent select or invoke the tool and dilutes an otherwise tight definition.
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 annotations, no output schema, and three undocumented input fields, the description should do more. It partially compensates by describing the returned values, but the unresolved input-field ambiguity and absence of any error or edge-case behavior leave the definition incomplete for a tool an agent must call correctly.
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?
Three parameters (csv, text, input) exist with 0% schema description coverage, and the description never says which field to populate or whether they are aliases. It only implies the input is CSV content, which weakly favors 'csv' over the other two but leaves the ambiguity unresolved.
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 gives a specific verb and a precise output spec: trimmed header names from the first line plus a count of following data rows. That precision implicitly separates it from siblings like x402-csv-parse or x402-csv-stats. However, it never names or contrasts with any of the many CSV siblings, so it stops short of full sibling differentiation.
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 when-to-use guidance, no preconditions, and no mention of alternatives such as x402-csv-parse, x402-csv-stats, or x402-csv-json. The only usage signal is an implied 'use this to inspect CSV headers,' which an agent must infer.
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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