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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158 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

    1 830 691downloads over 7 days-1 688 401 (-48.0 %)
  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 stars+1 (+1.0 %)
    • 3

      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
      • 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 stars+2 (+5.3 %)
        • 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

            MCP
            UnknownLast commit: unavailable

            Workflow automation for AI agents — browse 125 connectors + 234 templates, run via FluxTurn.

            mcpmeasured growthOpen source ↗

            Install claude mcp add mcp-workflow -- npx @infoinlet/mcp-workflow

            21downloads over 7 daysstable
          • 7

            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 367GitHub stars+359 (+35.6 %)
          • 8

            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 ↗

            59 361GitHub stars+4 927 (+9.1 %)
          • 9

            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 044GitHub stars+19 (+0.05 %)
          • 10

            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
          • 11

            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 547GitHub stars+12 (+0.22 %)
          • 12

            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 ↗

            694GitHub stars+92 (+15.3 %)
          • 13

            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 075GitHub stars+536 (+0.26 %)
          • 14

            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 149GitHub stars+540 (+0.35 %)
          • 15

            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 534GitHub stars+58 (+0.08 %)
          • 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 ↗

            214GitHub stars+1 (+0.47 %)
          • 17

            Other
            Active

            Connect APIs, remarkably fast. Free for developers.

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

            githubmeasured growthOpen source ↗

            11 664GitHub stars+12 (+0.10 %)
          • 18

            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 187GitHub stars+52 (+0.32 %)
          • 19

            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 690GitHub stars+75 (+0.16 %)
          • 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 966GitHub stars+34 (+0.12 %)
          • 21

            Other
            Active

            Workflow Engine for Kubernetes

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

            githubmeasured growthOpen source ↗

            16 949GitHub stars+10 (+0.06 %)
          • 22

            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 083GitHub stars+16 (+0.10 %)
          • 23

            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 253GitHub stars+2 (+0.16 %)
          • 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 759GitHub stars+66 (+0.28 %)
          • 25

            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 392GitHub stars+67 (+0.25 %)