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Orchestration

Agent frameworks, system prompts, subagent configurations, tool calling, MCP servers, and plugin ecosystems.

23 Repositories Agents Updated Jul 16

Subcategories

All Agents 121
Topic guide

How to use this Orchestration index

Orchestration repositories in Skill Atlas are selected from popular GitHub projects and organized to help developers compare tools, patterns, and implementation examples. Use this page as a starting point before opening individual repositories for docs, issues, examples, and license details.

When to use this category

  • Find established open source projects related to orchestration.
  • Compare repository popularity, language, tags, and practical use cases.
  • Build a shortlist before deeper technical evaluation.
  • Discover adjacent categories through related tags and subcategories.

How to choose

  • Start with repositories that match your language, runtime, and deployment model.
  • Check recent commits, issue activity, documentation quality, and license before adopting a project.
  • Use stars as a popularity signal, not as proof of fit or production readiness.
  • Common languages in this topic include TypeScript, Python, JavaScript.
  • Frequent tags include Operations, ai, automation, Python, ai-agents.

Orchestration repositories

23 repositories sorted by GitHub stars. Use the interactive explorer for live filters.

Interactive explorer

dify

Script Writing

Production-ready platform for agentic workflow development.

AIGCTypeScriptagentagentic-aiagentic-frameworkagentic-workflow

Good for

  • Explore a popular aigc repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
149k stars TypeScript
GitHub

crewAI

General AIGC

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

AIGCPythonagentsaiai-agentsaiagentframework

Good for

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
56k stars Python
GitHub

airflow

Observability

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

OperationsPythonairflowapacheapache-airflowautomation

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
46k stars Python
GitHub

ToolJet

Containers

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents πŸš€

OperationsJavaScriptai-app-builderdockerhacktoberfestinternal-applications

Good for

  • Explore a popular operations repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
38k stars JavaScript
GitHub

compose

Containers

Define and run multi-container applications with Docker

OperationsGodockerdocker-composegogolang

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
38k stars Go
GitHub

kestra

General Operations

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

OperationsJavaai-agentsautomationcontrol-planedata-engineering

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
27k stars Java
GitHub

dapr

Messaging

Dapr is a portable runtime for building distributed applications across cloud and edge, combining event-driven architecture with workflow orchestration.

BackendGocontainersevent-drivenkubernetesmicroservice

Good for

  • Explore a popular backend repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
26k stars Go
GitHub

haystack

Frameworks

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

FrontendMDXagentagentsaigemini

Good for

  • Explore a popular frontend repository
  • Study implementation patterns for MDX projects
  • Open GitHub for documentation, examples, and issues
26k stars MDX
GitHub

rancher

Containers

Complete container management platform

OperationsGocattlecontainersdockerkubernetes

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
26k stars Go
GitHub

awesome-n8n-templates

CI/CD

280+ free n8n automation templates β€” ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.

Operationsai-agentsai-automationautomationautomation-templatesawesome

Good for

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
24k stars
GitHub

prefect

Infrastructure as Code

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

OperationsPythonautomationdatadata-engineeringdata-ops

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
23k stars Python
GitHub

GenAI_Agents

Dialogue Design

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

AIGCJupyter Notebookagentic-aiagentsaiai-agents

Good for

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
23k stars Jupyter Notebook
GitHub

skyvern

E2E Testing

Automate browser based workflows with AI

Automated TestingPythonaiapiautomationbrowser

Good for

  • Explore a popular automated testing repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
22k stars Python
GitHub

opik

CI/CD

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

OperationsPythonevaluationhacktoberfesthacktoberfest2025langchain

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
21k stars Python
GitHub

RagaAI-Catalyst

CI/CD

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

OperationsPythonagentic-aiagentic-ai-developmentagentneoagents

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
16k stars Python
GitHub

task

General Operations

A fast, cross-platform build tool inspired by Make, designed for modern workflows.

OperationsGobuild-tooldevopsgomake

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
16k stars Go
GitHub

nanobrowser

E2E Testing

Open-Source Chrome extension for AI-powered web automation. Run multi-agent workflows using your own LLM API key. Alternative to OpenAI Operator.

Automated TestingTypeScriptagentaiai-agentsai-tools

Good for

  • Explore a popular automated testing repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
13k stars TypeScript
GitHub

bisheng

Observability

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

OperationsTypeScriptagentaichatbotenterprise

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
12k stars TypeScript
GitHub

Activiti

Databases & ORM

Activiti is a light-weight workflow and Business Process Management (BPM) Platform targeted at business people, developers and system admins. Its core is a super-fast and rock-solid BPMN 2 process engine for Java. It's open-source and distributed under the Apache license. Activiti runs in any Java application, on a server, on a cluster or in the cloud. It integrates perfectly with Spring, it is extremely lightweight and based on simple concepts.

BackendJavaactivitibpmbpmnbusiness-process

Good for

  • Explore a popular backend repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
11k stars Java
GitHub

terragrunt

Infrastructure as Code

Terragrunt is a flexible orchestration tool that allows Infrastructure as Code written in OpenTofu/Terraform to scale.

OperationsGoawsclideveloper-toolsdevops

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
9.7k stars Go
GitHub

checkov

Containers

Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.

OperationsPythonawsaws-securityazurecloudformation

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
8.9k stars Python
GitHub

plano

Observability

Plano is an AI-native proxy and data plane for agentic apps β€” with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.

OperationsRustai-gatewayai-gateway-supportenvoyenvoyproxy

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
6.9k stars Rust
GitHub

DevOpsGPT

Documentation

Multi agent system for AI-driven software development. Combine LLM with DevOps tools to convert natural language requirements into working software. Supports any development language and extends the existing code.

Software ProductHTML

Good for

  • Explore a popular software product repository
  • Study implementation patterns for HTML projects
  • Open GitHub for documentation, examples, and issues
6.0k stars HTML
GitHub