Workflows and orchestration: tools for developers

Orchestration, automation and design of technical or agentic workflows. An entry can appear under several use cases when its topics or description provide several explicit signals.

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143 entries in this view.

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    Library
    UnknownLast commit: unavailable

    Programmatically author, schedule and monitor data pipelines

    • airflow
    • automation
    • dag
    • data
    • orchestration

    pypimeasured growthOpen source ↗

    Install pip install apache-airflow

    1 815 286downloads over 7 days-1 322 608 (-42.1 %)
  2. 2

    MCP
    Active

    Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows

    ↓ 79 downloads/weekTypeScriptLicense: Apache-2.0

      mcpmeasured growthOpen source ↗

      Install claude mcp add proletariat-cli -- npx @proletariat/cli

      35GitHub starsstable
    • 3

      MCP
      Active

      Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

      ↓ 72 downloads/weekTypeScriptLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add gossipcat -- npx gossipcat

        40GitHub stars+2 (+5.3 %)
      • 4

        MCP
        Active

        Raycast workflow automation MCP server with 9 tools

        ↓ 57 downloads/weekJavaScriptLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add raycast -- npx raycast-mcp-server

          5GitHub starsstable
        • 5

          Other
          Active

          🧩 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.

          PythonLicense: Apache-2.0
          • agent-orchestration
          • agentic-ai
          • agentic-framework
          • ai-agents
          • harness

          githubmeasured growthOpen source ↗

          1 434GitHub stars+288 (+25.1 %)
        • 6

          Other
          Active

          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.

          TypeScriptLicense: MIT
          • ade
          • agent-ide
          • ai-agents
          • claude-code
          • cli

          githubmeasured growthOpen source ↗

          60 162GitHub stars+4 740 (+8.6 %)
        • 7

          Other
          Active

          🚀 The easiest way to automate building and releasing your iOS and Android apps

          RubyLicense: MIT
          • android
          • apps
          • automation
          • deployment
          • fastlane

          githubmeasured growthOpen source ↗

          42 047GitHub stars+11 (+0.03 %)
        • 8

          Agent
          Active

          AI Agent Toolkit 2026: Smart Device Control for iOS & Android

          HTML
          • adb
          • agentic-ai
          • agents
          • ai-agents
          • android-emulator

          githubmeasured growthOpen source ↗

          119GitHub starsstable
        • 9

          Other
          Active

          Automated Penetration Testing Framework - Open-Source Vulnerability Scanner - Vulnerability Management

          PythonLicense: Apache-2.0
          • automation
          • bruteforce
          • cve
          • hacking-tools
          • information-gathering

          githubmeasured growthOpen source ↗

          5 548GitHub stars+9 (+0.16 %)
        • 10

          Agent
          Active

          Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.

          PythonLicense: Apache-2.0
          • ai-agent
          • appsec
          • bug-bounty
          • cvss-v3
          • cybersecurity

          githubmeasured growthOpen source ↗

          725GitHub stars+99 (+15.8 %)
        • 11

          Other
          Active

          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

          githubmeasured growthOpen source ↗

          154 271GitHub stars+567 (+0.37 %)
        • 12

          MCP
          Active

          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

          githubmeasured growthOpen source ↗

          203 181GitHub stars+539 (+0.27 %)
        • 13

          Other
          Active

          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…

          PythonLicense: GPL-3.0
          • ansible
          • python

          githubmeasured growthOpen source ↗

          70 562GitHub stars+79 (+0.11 %)
        • 14

          Other
          Active

          Connect APIs, remarkably fast. Free for developers.

          JavaScript
          • apis
          • automation
          • bash
          • cli
          • data-flow

          githubmeasured growthOpen source ↗

          11 667GitHub stars+16 (+0.14 %)
        • 15

          Other
          Active

          An open source GitOps control plane for OpenTofu & Ansible - provision, configure and deploy across cloud, on-prem and hybrid, self-hosted and forever free.

          PythonLicense: AGPL-3.0
          • ansible
          • automation
          • aws
          • ci-cd
          • dvops

          githubmeasured growthOpen source ↗

          214GitHub stars+1 (+0.47 %)
        • 16

          MCP
          Active

          Trigger.dev – build and deploy fully‑managed AI agents and workflows

          TypeScriptLicense: Apache-2.0
          • ai
          • ai-agent-framework
          • ai-agents
          • automation
          • background-jobs

          githubmeasured growthOpen source ↗

          16 195GitHub stars+50 (+0.31 %)
        • 17

          Other
          Active

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

          PythonLicense: Apache-2.0
          • airflow
          • apache
          • apache-airflow
          • automation
          • dag

          githubmeasured growthOpen source ↗

          46 702GitHub stars+79 (+0.17 %)
        • 18

          Other
          Active

          Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

          JavaLicense: Apache-2.0
          • ai-agents
          • automation
          • control-plane
          • data-engineering
          • data-orchestration

          githubmeasured growthOpen source ↗

          27 969GitHub stars+28 (+0.10 %)
        • 19

          Other
          Active

          Workflow Engine for Kubernetes

          GoLicense: Apache-2.0
          • airflow
          • argo
          • argo-workflows
          • batch-processing
          • cloud-native

          githubmeasured growthOpen source ↗

          16 952GitHub stars+9 (+0.05 %)
        • 20

          Other
          Active

          An orchestration platform for the development, production, and observation of data assets.

          PythonLicense: Apache-2.0
          • analytics
          • dagster
          • data-engineering
          • data-integration
          • data-orchestrator

          githubmeasured growthOpen source ↗

          16 092GitHub stars+24 (+0.15 %)
        • 21

          Other
          Active

          Run your dbt Core or dbt Fusion projects as Apache Airflow DAGs and Task Groups with a few lines of code

          PythonLicense: Apache-2.0
          • airflow
          • airflow-operators
          • apache-airflow
          • dbt
          • python

          githubmeasured growthOpen source ↗

          1 254GitHub stars+2 (+0.16 %)
        • 22

          Library
          Active

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

          PythonLicense: Apache-2.0
          • automation
          • data
          • data-engineering
          • data-ops
          • data-science

          githubmeasured growthOpen source ↗

          23 766GitHub stars+66 (+0.28 %)
        • 23

          Other
          Active

          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…

          PythonLicense: Apache-2.0
          • agent-framework
          • agentic-ai
          • agentic-rag
          • agents
          • ai

          githubmeasured growthOpen source ↗

          26 400GitHub stars+54 (+0.20 %)
        • 24

          Other
          Active

          Maestro: Netflix’s Workflow Orchestrator

          JavaLicense: Apache-2.0
          • agentic-workflow
          • analytics
          • automation
          • batch-processing
          • dag

          githubmeasured growthOpen source ↗

          3 831GitHub stars+1 (+0.03 %)
        • 25

          Other
          Active

          Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.

          RustLicense: MIT
          • ai-agent
          • automation
          • desktop-app
          • llm
          • local-first

          githubmeasured growthOpen source ↗

          1 588GitHub stars+227 (+16.7 %)