Python Toolset

Build connected agents with StackOne’s Python AI SDK & Toolset

Build AI agents that connect to Salesforce, Workday, Slack, Gmail, HubSpot, and 200+ other business systems. The Python SDK integrates natively with LangChain, CrewAI, OpenAI Functions, LangGraph, and Pydantic AI. It includes dynamic tool discovery and search.

Not sure if the AI Toolset (SDK) is right for you? Check out our Agent Protocols Guide to understand when to use AI Toolset (SDK) vs MCP vs A2A.

Why StackOne?

200+ Providers

Connect to Salesforce, Workday, Slack, Gmail, and more through one SDK

Multi-Tenant

Built-in customer isolation with account_id for each connection

AI-Native

Tools designed for LLM function calling and agent frameworks

Consistent Data

Normalized schemas: no provider-specific parsing needed

How It Works

Your agent connects to StackOne, which handles authentication and data normalization for 200+ SaaS providers like Salesforce, Workday, Slack, and more.

Component	Description
Your Agent	Built with LangChain, CrewAI, OpenAI, Vercel AI, or any framework
StackOne	AI Integration Gateway: handles auth, transforms data, manages connections
SaaS Providers	Salesforce, Workday, Greenhouse, Slack, Gmail, HubSpot, and 200+ more

Key Concepts

• Initialize a ToolSet: Create a StackOneToolSet instance to access tools for providers like Workday, Greenhouse, Slack, and more
• Filter Tools: Use provider glob patterns like "workday_*", "slack_*" or the fetch_tools() method for provider/action/account filters
• Execute Tools: Call provider APIs using tool.call() to list employees from Workday, send Slack messages, or create Jira tickets
• Tool Search: Discover relevant tools at runtime via natural language queries
• Multi-Tenant: Each tool execution requires an account_id to identify which customer’s account to access

Python Framework Integrations

LangChain

Build sophisticated agents with LangChain

CrewAI

Multi-agent workflows and collaboration

OpenAI

Direct OpenAI function calling

Python Core Features

Tool Filtering

Glob patterns plus provider/action filters with fetch_tools()

Tool Search

Discover tools using natural language queries

Installation

Set up the Python SDK

Basic Usage

Core concepts and fundamental usage patterns

Next Steps

1. Learn about tool filtering
2. Explore Tool Search

Resources

• GitHub Repository: Complete source code and examples
• Examples: LangChain, CrewAI, and semantic search examples
• Issues: Report bugs or request features
• PyPI Package: Package details and version history