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Agency Agents

Multi-agent coordination framework

open sourceupdated Jul 10, 2026

A framework for coordinating multiple AI agents working together on complex development tasks. Defines agent roles, communication patterns, task delegation strategies, and inter-agent workflows to break down large projects into manageable, parallel workstreams handled by specialized agents. Ideal for teams experimenting with multi-agent architectures where different AI models handle distinct aspects of software development.

Agency Agents provides a structured framework for multi-agent coordination in software development. It defines clear roles for different agents, establishes communication patterns between them, and manages task delegation to ensure parallel work converges into coherent results.

The framework is particularly useful for teams experimenting with multi-agent development workflows where different agents handle different aspects of a project — one for frontend, one for backend, one for testing — while maintaining consistency.

Pricing

Free / Open Source

Platforms

Python framework; pip installable; any OS

Categories

Tags

Use Cases

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Framework for LLM applications

The most widely-used framework for building LLM-powered applications, available in Python and JavaScript. Provides abstractions for chains, agents, RAG, memory, tool usage, and structured output. Integrates with 100+ LLM providers, vector stores, document loaders, and tools. LangSmith offers tracing and evaluation. LangGraph enables stateful, multi-agent workflows with cycles. 100K+ GitHub stars. The de facto standard for LLM application development despite growing alternatives like LlamaIndex.

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LlamaIndex

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Leading Python framework for building LLM-powered applications with focus on data-aware and agentic workflows. Provides tools for RAG (Retrieval-Augmented Generation), document indexing, vector store integrations, query engines, and multi-agent orchestration. 150+ data connectors for various sources. Works with OpenAI, Anthropic, local models, and more. Includes LlamaHub for community tools and LlamaCloud for managed RAG pipelines. 50K+ GitHub stars.

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Open Source

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FAQ

What is Agency Agents?

A framework for coordinating multiple AI agents working together on complex development tasks. Defines agent roles, communication patterns, task delegation strategies, and inter-agent workflows to break down large projects into manageable, parallel workstreams handled by specialized agents. Ideal for teams experimenting with multi-agent architectures where different AI models handle distinct aspects of software development.

Is Agency Agents free?

Yes — Agency Agents is open source and free to use. Free / Open Source

Is Agency Agents open source?

Yes — Agency Agents is open source.

What are the best Agency Agents alternatives?

The top editor-verified Agency Agents alternatives are LangChain, LlamaIndex, Vercel AI SDK.