JSON Schema Generator Skill

What this skill does

Let your agent infer schemas from data. Call it as an MCP tool to turn sample JSON into a Draft-07 schema with type and format detection. You switch it on with a single toggle — no SDK and no endpoint wiring — and it answers over MCP or REST using the same key as every other skill.

See it work

A real response from the JSON Schema Generator Skill — exactly what your agent gets back when it makes the call.

vervekit · jsonschemageneratortool call

{
  "json": {
    "name": "John Doe",
    "age": 30,
    "email": "[email protected]",
    "active": true
  },
  "title": "User Schema"
}

result

$schema: http://json-schema.org/draft-07/schema#
title: User Schema
type: object
properties: { … }
required: [ 4 items ]

Run it with your own input. Live calls happen in your dashboard, on your key.

Ways to use it

One toggle, a new capability

Enable JSON Schema Generator and your app or agent can generate json schema on demand — no SDK, no endpoint wiring. It answers over MCP or REST using the same key as every other skill.

A tool agents call themselves

Over MCP, JSON Schema Generator appears to your model as the jsonschemagenerator tool it invokes whenever a task needs it — you don't write the glue, the agent reaches for it.

REST from any backend

Prefer to call it directly? Any language that can send a GET can hit JSON Schema Generator to generate json schema inline in your own server-side code.

Use it in your app

Once enabled, this skill is reachable two ways — pick whichever fits how you build. Both use the same key.

For AI agentsMCP

It appears to your model as a callable tool. No extra code — the agent invokes it when a task needs it.

jsonschemagenerator

For apps & backendsREST

Call it from your server with one request and your key. Node, Python, Go — anything that can send a GET.

GET /v1/jsonschemagenerator

Ask your agent

“Enable JSON Schema Generator and ask your agent to generate json schema.”
“Generate a batch of realistic sample values.”

JSON Schema Generator Skill, answered

How to connect it over MCP or REST.

How do I add JSON Schema Generator to my app or agent?

Enable the JSON Schema Generator Skill on VerveKit, then reach it two ways with the same key: over MCP (it appears to your agent as the jsonschemagenerator tool) or over REST (call it from any backend). No SDK to install and no endpoint to wire.

MCP or REST — which should I use?

Both work off one key. Use MCP when an AI agent should decide when to generate json schema — the skill shows up as a callable tool. Use REST when your own server-side code should call it directly. Many apps use both.

Which agents and frameworks does it work with?

Any MCP client — Claude, Cursor, LangChain, and custom agents all speak the Model Context Protocol, so JSON Schema Generator appears as a standard tool with nothing skill-specific to integrate.

How many credits does a JSON Schema Generator call cost?

Each call costs 1 credit. Every skill rides the same key and the same connection, so enabling more skills doesn't add more integrations to manage.

Do I need to install anything?

No SDK and no endpoint wiring — enabling the skill is a toggle. You point your agent at the VerveKit MCP endpoint (or call REST) and JSON Schema Generator is available immediately.

Where does the data come from, and what shows on my bill?

VerveKit runs on APIVerve, our production data engine; JSON Schema Generator is one of 300+ skills on the same key. Invoices and card statements show APIVERVE.

One toggle, a new capability

A tool agents call themselves

REST from any backend

JSON Schema Generator Skill, answered

Give your software a way to act on the world.

Scaling in production?