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 integrates 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 (e.g., model "gpt-4") and run it with streaming. Optionally expose agent teams as MCP endpoints via MCPService with SSE transport.

Key features of AskTheApi Team Builder

• Effortless creation of agent networks from OpenAPI specs
• Team-based collaboration with automatic coordination via a planning agent
• Real-time streaming of agent interactions
• Built-in HTTP client for calling external APIs
• Type safety with Pydantic models
• MCP (Model Control Protocol) support for exposing teams as endpoints

Use cases of AskTheApi Team Builder

• Automating multi-step workflows that involve several external APIs
• Building conversational agents that query multiple data sources
• Orchestrating API calls to answer complex, composite user queries
• Rapidly prototyping autonomous agent teams from existing OpenAPI specifications