AI Toolkit
Pre-prompted AI actions with multi-provider support (OpenAI, Anthropic, Google). Extract structured data, classify text, transform data, and generate text.
Actions
| Name | Description |
|---|---|
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/sdk'
const weavz = new WeavzClient({ apiKey: 'wvz_...' })
const result = await weavz.actions.execute({
integrationName: 'ai-toolkit',
actionName: 'extract_structured_data',
input: { /* ... */ },
connectionId: 'conn_id',
workspaceId: 'ws_id',
})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 actions programmatically.
What actions does AI Toolkit support?
AI Toolkit supports 4 actions including 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 TOOLS mode or CODE mode. CODE mode provides 80-98% context reduction with 3 meta-tools for efficient agent access.
What authentication does AI Toolkit use?
AI Toolkit uses Custom. Weavz handles token management, refresh, and secure credential storage automatically.
How much does the AI Toolkit integration cost?
The AI Toolkit integration is included on all Weavz plans including the free tier with 1,000 actions per month. No credit card required.
Connect AI Toolkit in 2 minutes
Get 1,000 free actions every month. No credit card required.