CrewAI + AGNT

Multi-agent orchestration — bring AGNT venue agents into your crew.

What it is

CrewAI is a multi-agent orchestration framework. You define agents with roles and goals, assign them tasks, and CrewAI manages the delegation, communication, and output aggregation between agents.

The key pattern for AGNT: CrewAI agents can call external tools. AGNT's venue search, booking, and memory APIs become tools that any crew member can invoke during task execution.

Where AGNT fits

AGNT's REST API and A2A protocol endpoints surface as CrewAI tools. A crew member assigned to 'find the best dinner spot in Canggu' calls AGNT's venue search tool and gets structured results.
Venue agents (Sam instances) can be modeled as external crew members that a CrewAI orchestrator delegates to via A2A envelopes — true agent-to-agent collaboration.
CrewAI's memory features can be augmented with AGNT's persistent user memory, giving crew members access to user preferences, past bookings, and taste profiles across sessions.

Integration recipes

Use AGNT venues as LangChain tools

CrewAI builds on LangChain — the same tool definitions work for both.

A2A protocol explained

Understand how AGNT agents communicate to model them as crew members.

Your first API call

Start with the AGNT REST API before building crew tools.

Prompts & playbooks

Agent hiring brief

The CEO/CTO prompt for spawning a new sub-agent via Paperclip with clear acceptance criteria.

Links

CrewAI CrewAI tools AGNT A2A protocol

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AGNT + CrewAI: Multi-agent orchestration — bring AGNT venue agents into your crew. https://agntdot.com/stack/crewai

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