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agency

A fast and minimal framework for building agentic systems

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

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490 stars29 forksLast push Jun 10, 2026 Python MIT

Decision brief

Agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.

Good fit when

When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.
For projects requiring rapid prototyping of AI-agents where speed and simplicity are prioritized over comprehensive feature sets.

Avoid when

If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework.
In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.

Observed Jul 12, 2026 · Source: enrich:decision_facts

agency alternatives Trust report

agency vs openai-agents-python agency vs oh-my-openagent agency vs MetaGPT

Verify the decision

Maintenance and security

Full trust report

Maintenance: Slowing (101d since push); As of Sep 20, 2026
Provenance: Not a fork · Personal account; As of Sep 20, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install agency

How it fits your stack(12)

Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.

Alternative

oh-my-openagent

Agency is a framework for developing custom agentic systems using an Actor model for concurrency and networked systems. In contrast, oh-my-openagent (LazyCodex) centers on managing multiple AI agents within extensive codebases. The 'alternative' relationship shows that both tools tackle integrating AI into software development but serve different goals, one for creating agentic systems.

Similar to Agency, AutoGen is designed for creating multi-agent AI applications, making them alternatives depending on the developer's preference for approach and features.

Both Agency and crewAI deal with multi-agent systems, though CrewAI places more emphasis on automation, making them alternatives in the multi-agent domain.

Successor

Agency provides the foundational Actor model framework necessary for building agentic systems with concurrency and networking support; MetaGPT builds upon these principles by specifically employing this model within a multi-agent system that assigns roles to GPT models, thus representing an evolution in applying agent-based architectures towards more sophisticated collaborative AI tasks.

Integrates

Agency and LangFlow can integrate to build and deploy more sophisticated AI agents by leveraging LangFlow's capabilities in designing dynamic workflows.

Agency can integrate with LangChain to build more advanced agent-based systems by leveraging LangChain's capabilities in managing complex agent interactions and workflows.

Related

Multi-Agents LLM Financial Trading Framework

GenAI_Agents deals with comprehensive repository work for agents, including development activities which are slightly different from Agency’s scope but still related.

Both Google's ADK and Agency are focused on creating AI agents in Python, sharing a common ground but diverging in terms of specific functionalities and scope.

Relationship graph

Optional deeper exploration of typed edges and category neighbours.

Similar tools

Same-category neighbours not already linked as typed edges.

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spring-ai-alibaba

A production-ready framework for building Agentic, Workflow, and Multi-agent applications

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

operand/agency is a Python-based framework designed to facilitate the development of autonomous agents using the actor model.

Capability facts

Languages: python
Source: github.language+pyproject.toml · Sep 20, 2026

Categories

Graph entities

Smolagentsframework

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 20, 2026)

pip install agency

Tags

actor-model agent-framework autonomous-agents

README

Install or

For agents

This page has a .md twin and JSON over the API.

/tools/operand-agency.md GET /api/graphcanon/tools/operand-agency GET /api/graphcanon/graph?tool=operand-agency

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