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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160 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

    1 818 406downloads over 7 days-647 970 (-26.3 %)
  2. 2

    MCP
    Dormant

    Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation

    ↓ 1 518 downloads/weekJavaScript

      mcpmeasured growthOpen source ↗

      Install claude mcp add flow-nexus -- npx flow-nexus

      101GitHub starsstable
    • 3

      MCP
      Active

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

      ↓ 337 downloads/weekTypeScriptLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

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

        35GitHub starsstable
      • 4

        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 starsstable
        • 5

          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
          • 6

            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 743GitHub stars+467 (+36.6 %)
          • 7

            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 ↗

            61 796GitHub stars+4 946 (+8.7 %)
          • 8

            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 056GitHub stars+14 (+0.03 %)
          • 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 553GitHub stars+11 (+0.20 %)
          • 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 ↗

            750GitHub stars+92 (+14.0 %)
          • 11

            Other
            Active

            Open Source Vulnerability Management Platform

            PythonLicense: GPL-3.0
            • appsec
            • burpsuite
            • collaboration
            • continuous-scanning
            • cve

            githubmeasured growthOpen source ↗

            6 708GitHub starsstable
          • 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 380GitHub stars+561 (+0.28 %)
          • 13

            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 474GitHub stars+623 (+0.40 %)
          • 14

            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 590GitHub stars+96 (+0.14 %)
          • 15

            Other
            Active

            Connect APIs, remarkably fast. Free for developers.

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

            githubmeasured growthOpen source ↗

            11 671GitHub stars+14 (+0.12 %)
          • 16

            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 ↗

            215GitHub stars+2 (+0.94 %)
          • 17

            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 215GitHub stars+56 (+0.35 %)
          • 18

            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 735GitHub stars+93 (+0.20 %)
          • 19

            Other
            Active

            Workflow Engine for Kubernetes

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

            githubmeasured growthOpen source ↗

            16 956GitHub stars+12 (+0.07 %)
          • 20

            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 991GitHub stars+39 (+0.14 %)
          • 21

            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 419GitHub stars+57 (+0.22 %)
          • 22

            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 256GitHub stars+5 (+0.40 %)
          • 23

            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 109GitHub stars+36 (+0.22 %)
          • 24

            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 783GitHub stars+67 (+0.28 %)
          • 25

            Other
            Active

            Maestro: Netflix’s Workflow Orchestrator

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

            githubmeasured growthOpen source ↗

            3 832GitHub stars+1 (+0.03 %)