AI Toolkit
Pre-prompted AI actions with multi-provider support (OpenAI, Anthropic, Google, xAI). Extract structured data, classify text, transform data, and generate text.
Tools
| Name | Description |
|---|---|
ask_jsonAsk the configured AI provider for structured JSON and return a parsed JSON value with raw text metadata. | Ask the configured AI provider for structured JSON and return a parsed JSON value with raw text metadata. |
extract_structured_dataExtract structured data from text using a JSON schema. AI validates and parses the output. | Extract structured data from text using a JSON schema. AI validates and parses the output. |
classify_textClassify text into one of the provided categories with confidence score and reasoning. | Classify text into one of the provided categories with confidence score and reasoning. |
transform_dataTransform data using natural language instructions. AI reshapes the input data according to your requirements. | Transform data using natural language instructions. AI reshapes the input data according to your requirements. |
generate_textGenerate text from a template with context variables and optional length constraints. | Generate text from a template with context variables and optional length constraints. |
Quick Start
import { WeavzClient } from '@weavz-io/sdk'
const weavz = new WeavzClient({ apiKey: 'wvz_...' })
const result = await weavz.actions.execute('ai-toolkit', 'ask_json', {
workspaceId: '550e8400-e29b-41d4-a716-446655440000',
integrationAlias: 'ai-toolkit',
input: { /* ... */ },
})Related Integrations
Works well with
Frequently Asked Questions
How do I connect AI Toolkit to my app?
Use Weavz Hosted Connect for Custom authentication. Install the SDK, create a connection through the connect portal or API, then execute tools programmatically.
What tools does AI Toolkit support?
AI Toolkit supports 5 tools including Ask JSON, Extract Structured Data, Classify Text, Transform Data, Generate Text.
Can I use AI Toolkit with AI agents?
Yes. Add AI Toolkit to an MCP server in Tool Mode or Code Mode. Code Mode provides 3 meta-tools with on-demand API discovery so agents can compose stateful workflows without loading every action schema up front.
How do I connect AI Toolkit to ChatGPT or Claude?
Open the Weavz connector setup, sign in, choose a workspace, and add AI Toolkit as an approved app. ChatGPT, Claude, and other remote MCP clients can then call the scoped AI Toolkit tools exposed by that workspace.
Does AI Toolkit work with Claude Code, Cursor, Codex, and local agents?
Yes. Remote and local MCP clients can connect to a Weavz MCP endpoint for the workspace. Local coding agents can also use the Weavz CLI to inspect apps, discover actions, run approved AI Toolkit work, and execute Code Mode workflows from a terminal.
What can I ask an AI agent to do with AI Toolkit?
AI Toolkit exposes 5 tools, including Ask JSON, Extract Structured Data, Classify Text, Transform Data, Generate Text. Use Weavz to keep credentials scoped, require approval for sensitive work, and audit what the agent did.
Can AI Toolkit be used in stateful agent workflows?
Yes. Agents can combine AI Toolkit tools with Filesystem, State KV, Human Gates, input partials, and other workspace integrations while keeping execution scoped to the selected workspace or end user.
What authentication does AI Toolkit use?
AI Toolkit uses Custom. Weavz stores credentials securely and uses them for authorized action execution.
How much does the AI Toolkit integration cost?
The AI Toolkit integration is included on all Weavz plans including the free tier with 20,000 actions per month. No credit card required.
Connect AI Toolkit in minutes
Get 20,000 free action executions every month. No credit card required.