工具说明为英文。

工作流与编排

技术工作流的编排与自动化。

143

工具排名

按实测增长排序，并在不同来源间归一化。原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

1
apache-airflow
库
未知最近提交：暂无数据
Programmatically author, schedule and monitor data pipelines
- airflow
- automation
- dag
- data
- orchestration
pypi实测增长打开来源 ↗
安装 pip install apache-airflow
1 815 2867 天下载量-1 322 608 (-42.1 %)
2
io.github.chrismcdermut/proletariat-cli
MCP
活跃最近提交：2 个月前 · 2026-06-09
Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows
↓ 79 下载/周TypeScript许可证: Apache-2.0
mcp13 个月前创建实测增长打开来源 ↗
安装 claude mcp add proletariat-cli -- npx @proletariat/cli
35GitHub 星标稳定
3
io.github.ataberk-xyz/gossipcat
MCP
活跃最近提交：30 天前 · 2026-08-03
Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning
↓ 72 下载/周TypeScript许可证: MIT
mcp5 个月前创建实测增长打开来源 ↗
安装 claude mcp add gossipcat -- npx gossipcat
40GitHub 星标+2 (+5.3 %)
4
io.github.ExpertVagabond/raycast
MCP
活跃最近提交：9 天前 · 2026-08-24
Raycast workflow automation MCP server with 9 tools
↓ 57 下载/周JavaScript许可证: MIT
mcp11 个月前创建实测增长打开来源 ↗
安装 claude mcp add raycast -- npx raycast-mcp-server
5GitHub 星标稳定
5
FrontierAgent
其他
活跃最近提交：今天 · 2026-09-03
🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS and Linux, no preinstall, no hard Docker dependency.
Python许可证: Apache-2.0
- agent-orchestration
- agentic-ai
- agentic-framework
- ai-agents
- harness
github12 天前创建最新实测增长打开来源 ↗
1 434GitHub 星标+288 (+25.1 %)
6
orca
其他
活跃最近提交：今天 · 2026-09-03
Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS.
TypeScript许可证: MIT
- ade
- agent-ide
- ai-agents
- claude-code
- cli
github5 个月前创建实测增长打开来源 ↗
60 162GitHub 星标+4 740 (+8.6 %)
7
fastlane
其他
活跃最近提交：今天 · 2026-09-02
🚀 The easiest way to automate building and releasing your iOS and Android apps
Ruby许可证: MIT
- android
- apps
- automation
- deployment
- fastlane
github11 年前创建实测增长打开来源 ↗
42 047GitHub 星标+11 (+0.03 %)
8
agent-pilot
智能体
活跃最近提交：37 天前 · 2026-07-27
AI Agent Toolkit 2026: Smart Device Control for iOS & Android
HTML
- adb
- agentic-ai
- agents
- ai-agents
- android-emulator
github2 个月前创建实测增长打开来源 ↗
119GitHub 星标稳定
9
Nettacker
其他
活跃最近提交：今天 · 2026-09-03
Automated Penetration Testing Framework - Open-Source Vulnerability Scanner - Vulnerability Management
Python许可证: Apache-2.0
- automation
- bruteforce
- cve
- hacking-tools
- information-gathering
github9 年前创建实测增长打开来源 ↗
5 548GitHub 星标+9 (+0.16 %)
10
Cybermes
智能体
活跃最近提交：3 天前 · 2026-08-30
Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
Python许可证: Apache-2.0
- ai-agent
- appsec
- bug-bounty
- cvss-v3
- cybersecurity
github14 天前创建最新实测增长打开来源 ↗
725GitHub 星标+99 (+15.8 %)
11
dify
其他
活跃最近提交：今天 · 2026-09-03
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
TypeScript
- agent
- agentic-ai
- agentic-framework
- agentic-workflow
- ai
github3 年前创建实测增长打开来源 ↗
154 271GitHub 星标+567 (+0.37 %)
12
n8n
MCP
活跃最近提交：今天 · 2026-09-03
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
TypeScript
- ai
- apis
- automation
- cli
- data-flow
github7 年前创建实测增长打开来源 ↗
203 181GitHub 星标+539 (+0.27 %)
13
ansible
其他
活跃最近提交：今天 · 2026-09-02
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that…
Python许可证: GPL-3.0
- ansible
- python
github14 年前创建实测增长打开来源 ↗
70 562GitHub 星标+79 (+0.11 %)
14
pipedream
其他
活跃最近提交：今天 · 2026-09-02
Connect APIs, remarkably fast. Free for developers.
JavaScript
- apis
- automation
- bash
- cli
- data-flow
github6 年前创建实测增长打开来源 ↗
11 667GitHub 星标+16 (+0.14 %)
15
opensible
其他
活跃最近提交：今天 · 2026-09-02
An open source GitOps control plane for OpenTofu & Ansible - provision, configure and deploy across cloud, on-prem and hybrid, self-hosted and forever free.
Python许可证: AGPL-3.0
- ansible
- automation
- aws
- ci-cd
- dvops
github39 天前创建实测增长打开来源 ↗
214GitHub 星标+1 (+0.47 %)
16
trigger.dev
MCP
活跃最近提交：今天 · 2026-09-02
Trigger.dev – build and deploy fully‑managed AI agents and workflows
TypeScript许可证: Apache-2.0
- ai
- ai-agent-framework
- ai-agents
- automation
- background-jobs
github3 年前创建实测增长打开来源 ↗
16 195GitHub 星标+50 (+0.31 %)
17
airflow
其他
活跃最近提交：今天 · 2026-09-02
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Python许可证: Apache-2.0
- airflow
- apache
- apache-airflow
- automation
- dag
github11 年前创建实测增长打开来源 ↗
46 702GitHub 星标+79 (+0.17 %)
18
kestra
其他
活跃最近提交：今天 · 2026-09-02
Event Driven Orchestration & Scheduling Platform for Mission Critical Applications
Java许可证: Apache-2.0
- ai-agents
- automation
- control-plane
- data-engineering
- data-orchestration
github7 年前创建实测增长打开来源 ↗
27 969GitHub 星标+28 (+0.10 %)
19
argo-workflows
其他
活跃最近提交：今天 · 2026-09-03
Workflow Engine for Kubernetes
Go许可证: Apache-2.0
- airflow
- argo
- argo-workflows
- batch-processing
- cloud-native
github9 年前创建实测增长打开来源 ↗
16 952GitHub 星标+9 (+0.05 %)
20
dagster
其他
活跃最近提交：今天 · 2026-09-02
An orchestration platform for the development, production, and observation of data assets.
Python许可证: Apache-2.0
- analytics
- dagster
- data-engineering
- data-integration
- data-orchestrator
github8 年前创建实测增长打开来源 ↗
16 092GitHub 星标+24 (+0.15 %)
21
astronomer-cosmos
其他
活跃最近提交：今天 · 2026-09-02
Run your dbt Core or dbt Fusion projects as Apache Airflow DAGs and Task Groups with a few lines of code
Python许可证: Apache-2.0
- airflow
- airflow-operators
- apache-airflow
- dbt
- python
github3 年前创建实测增长打开来源 ↗
1 254GitHub 星标+2 (+0.16 %)
22
prefect
库
活跃最近提交：今天 · 2026-09-03
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Python许可证: Apache-2.0
- automation
- data
- data-engineering
- data-ops
- data-science
github8 年前创建实测增长打开来源 ↗
23 766GitHub 星标+66 (+0.28 %)
23
haystack
其他
活跃最近提交：今天 · 2026-09-02
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…
Python许可证: Apache-2.0
- agent-framework
- agentic-ai
- agentic-rag
- agents
- ai
github6 年前创建实测增长打开来源 ↗
26 400GitHub 星标+54 (+0.20 %)
24
maestro
其他
活跃最近提交：今天 · 2026-09-03
Maestro: Netflix’s Workflow Orchestrator
Java许可证: Apache-2.0
- agentic-workflow
- analytics
- automation
- batch-processing
- dag
github2 年前创建实测增长打开来源 ↗
3 831GitHub 星标+1 (+0.03 %)
25
pinvou-agent
其他
活跃最近提交：今天 · 2026-09-03
Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.
Rust许可证: MIT
- ai-agent
- automation
- desktop-app
- llm
- local-first
github40 天前创建实测增长打开来源 ↗
1 588GitHub 星标+227 (+16.7 %)

工作流与编排

用途

活跃度

排序方式

工具排名

apache-airflow

io.github.chrismcdermut/proletariat-cli

io.github.ataberk-xyz/gossipcat

io.github.ExpertVagabond/raycast

FrontierAgent

orca

fastlane

agent-pilot

Nettacker

Cybermes

dify

n8n

ansible

pipedream

opensible

trigger.dev

airflow

kestra

argo-workflows

dagster

astronomer-cosmos

prefect

haystack

maestro

pinvou-agent