AskTheApi Team Builder MCP Server

What is AskTheApi Team Builder?

A high-level Python library for building and managing networks of autonomous agents that collaborate to solve complex tasks. It works seamlessly with APIs defined using the OpenAPI standard and provides a clean, type-safe interface for creating, configuring, and running teams of agents.

How to use AskTheApi Team Builder?

Install with pip install asktheapi-team-builder. Create agents from an OpenAPI spec using APISpecHandler, then build a team with TeamBuilder and run it with streaming. Optionally expose agent teams via an MCP server using MCPService.

Key features of AskTheApi Team Builder

• Effortless agent network creation from OpenAPI specifications
• Team‑based collaboration with automatic coordination by a planning agent
• Real‑time streaming of agent interactions
• Built‑in HTTP client for external API calls
• Type safety with Pydantic models
• Clean, intuitive API with minimal boilerplate

Use cases of AskTheApi Team Builder

• Orchestrating multi‑agent workflows that call multiple external APIs
• Building customer‑facing AI assistants that query diverse data sources
• Prototyping agent teams for complex reasoning and data retrieval tasks
• Exposing agent collaborations as MCP endpoints for integration