# agentstack-ai/AgentStack

The fastest way to build robust AI agents

Repository: https://github.com/agentstack-ai/AgentStack
Canonical: https://ross.abutalabs.com/products/agentstack
Language: Python
License: MIT
License Family: permissive
Last push: 2025-07-11T21:39:44+00:00

## Health v2 (maintenance only)
Score: 38/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 31, release rhythm 40, longevity 51
- inputs: {"age_days": 714, "days_push": 418, "days_rel": 419, "gap_med": 2, "n_releases_24m": 42}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2188, forks 221 (observed 2026-08-28T04:06:23.884144+00:00)

## What it is
AgentStack is a Python CLI tool that scaffolds AI agent projects, generating a preconfigured stack of frameworks (CrewAI, LangGraph, OpenAI Swarms, LlamaStack), LLM providers via LiteLLM, and framework-agnostic tools. It provides CLI code-generation utilities throughout development while remaining a code-first, not low-code, experience.

## Use cases
- scaffold a new AI agent project from the command line
- set up a CrewAI or LangGraph project with preconfigured dependencies
- add framework-agnostic tools to an existing agent codebase
- bootstrap an agent with observability via AgentOps
- generate agent, tool, and task boilerplate code while developing
- quickly prototype a web scraping AI agent

## When to choose
- you're starting a new Python AI agent project and want batteries-included scaffolding
- you want to switch between agent frameworks like CrewAI and LangGraph with a consistent project structure
- you want CLI codegen for agents, tools, and tasks instead of writing boilerplate by hand
- you want observability like AgentOps wired in by default

## When to avoid
- you need a low-code or no-code agent builder
- you already have an established agent codebase with its own structure and conventions
- you need a framework not on the supported list (e.g., Pydantic AI, Autogen)
- you want a runtime agent orchestration engine rather than a project scaffolding tool

## Facets
- artifact type: cli-tool
- maturity: active
- function: agent-framework, cli, developer-tools, llm-inference, workflow-automation
- domain: large-language-models, developer-tools
- platform: windows, python, cli
- tags: project-scaffolding, code-generation, crewai, langgraph, agentops, litellm, boilerplate, ai-agents, command-line, automation, macos, linux

## Member repositories
- agentstack-ai/AgentStack (main) score 38

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:23.884144+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:47:45.691124+00:00, confidence not recorded.
  - readme: https://github.com/agentstack-ai/AgentStack (fetched 2026-08-28T04:06:23.884144+00:00, sha 445fd63c734e)
- Data as of 2026-08-30T08:39:29.467469+00:00.