JSON to CSV Skill
The tool
JSON to CSV Converter simplifies data export by converting JSON data into CSV format with support for various delimiters and optional headers.
Once your client is connected to the VerveKit MCP server, this appears in its tool list as JSONtoCSVSkill. It is read-only and open-world: it fetches, it never mutates anything on your side, so most clients will call it without asking you to confirm.
{
"name": "JSONtoCSVSkill",
"arguments": {
"json": "[{\"name\":\"John\",\"age\":30},{\"name\":\"Jane\",\"age\":25}]"
}
}What that looks like in a conversation
You don't name the tool — the model picks it. Asking about [{"name":"John","age":30},{"name":"Jane","age":25}] in the terms this source covers is enough for it to reach for JSONtoCSVSkill on its own.
Connecting
One server URL covers every skill in the catalog, including this one. Authorization is OAuth — the client opens a browser once and there is no key to paste into a config file.
{
"mcpServers": {
"vervekit": {
"url": "https://api.vervekit.com/v1/mcp"
}
}
}https://api.vervekit.com/v1/mcpPer-client setup — Claude Desktop, Cursor, VS Code, ChatGPT — is on the MCP setup page.
Arguments
These are the properties on the tool's inputSchema, so a well-behaved client validates them before the call is made.
| Argument | Type | Example | Description |
|---|---|---|---|
jsonRequired | array | [{"name":"John","age":30},{"name":"Jane","age":25}] | The JSON array to convert to CSV (must be array of objects) |
delimiter | string | , | The delimiter to use in the CSV One of: ,, ;, \t, |. |
include_header | boolean | true | Whether to include column headers in the output (default: true) |
What the model gets back
The result carries a structuredContent object matching the tool's declared outputSchema, so a client can read fields without parsing prose. status is "ok" on success and error is null; a null field means the value wasn't available for that input, not that the call failed.
{
"status": "ok",
"error": null,
"data": {
"row_count": 2,
"column_count": 3,
"columns": [
"name",
"age",
"city"
],
"csv": "name,age,city\nJohn Doe,30,New York\nJane Smith,25,Los Angeles"
}
}Fields
| Field | Type | Example | Description |
|---|---|---|---|
row_count | number | 2 | Total number of data rows in the converted CSV output |
column_count | number | 3 | Total number of columns extracted from JSON object keys |
columns | array | ["name","age","city"] | Array of column header names extracted from JSON data |
csv | string | name,age,city
John Doe,30,New York
Jane Smith,25,Los Angeles | Formatted CSV content with headers and data rows combined |
Failure modes
Errors come back as tool errors with a sentence the model can act on, not a bare status code.
| Status | What it means |
|---|---|
400 / 422 | The arguments didn't validate. The message names the offending one. |
401 | The OAuth session is invalid or expired — reconnect the server. |
403 | Out of credits. Not a bad key — the month's allowance is spent. |
404 | This skill isn't part of VerveKit. Check the catalog. |
429 | Brief rate limit. Retrying after a moment succeeds. |
Other ways to use JSON to CSV Skill
Set up JSON to CSV Skill on VerveKit, or reach the same source a different way. Your VerveKit account and credits work on all of them — one key, one balance.
Frequently asked questions
Do I have to tell the agent to use JSONtoCSVSkill?
No. The tool's name and description are in the model's context once the server is connected, so it selects the tool when the question calls for it. Naming it explicitly works too and is useful when you want to force the call.
Does connecting the server expose every tool at once?
Yes — one connection lists the whole VerveKit catalog. Clients with a tool budget can usually filter the list; the credit cost is per call, so an unused tool costs nothing.
What does a call cost?
1 credit each time the tool actually runs. A model that reasons about the tool without calling it costs nothing.
Is there a REST version of this?
Yes — the same source is available as a plain HTTPS endpoint on APIVerve, linked above. Same data, same credits, same account.