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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130 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

    MCP
    Active

    AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

    TypeScript
    • ai-agent
    • ai-agent-tools
    • ai-agents
    • ai-agents-framework
    • mcp

    githubmeasured growthOpen source ↗

    24 173GitHub stars+107 (+0.44 %)
  2. 2

    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 %)
  3. 3

    Skill
    Active

    Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.

    PythonLicense: Apache-2.0
    • agent-framework
    • agent-skills
    • agentic-coding
    • ai-agents
    • ai-scientist

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/foryourhealth111-pixel/Vibe-Skills ~/.claude/skills/Vibe-Skills

    3 122GitHub stars+93 (+3.1 %)
  4. 4

    Skill
    Active

    Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills.

    RustLicense: Apache-2.0
    • agent-skills
    • ai-agent
    • automation
    • cli
    • discovery-api

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/googleworkspace/cli ~/.claude/skills/cli

    30 694GitHub stars+92 (+0.30 %)
  5. 5

    MCP
    Active

    Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

    GoLicense: Apache-2.0
    • agent-skills
    • ai-agents
    • automation
    • devops
    • docker

    githubmeasured growthOpen source ↗

    468GitHub stars+80 (+20.6 %)
  6. 6

    MCP
    Active

    Declarative agent orchestration for engineering teams

    PythonLicense: Apache-2.0

      mcpmeasured growthOpen source ↗

      Install claude mcp add bernstein -- uvx bernstein

      1 024GitHub stars+80 (+8.5 %)
    • 7

      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 %)
    • 8

      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 %)
    • 9

      Skill
      Active

      Metis is a coding agent that boosts AI/LLM coding performance by 50%

      TypeScriptLicense: MIT
      • agent-orchestration
      • agent-skills
      • agentic-workflow
      • ai-agents
      • ai-coding

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/Wholiver/metis ~/.claude/skills/metis

      129GitHub stars+76 (+143.4 %)
    • 10

      MCP
      Active

      An autonomous agent that conducts deep research on any data using any LLM providers

      PythonLicense: Apache-2.0
      • agent
      • ai
      • automation
      • deepresearch
      • llms

      githubmeasured growthOpen source ↗

      29 243GitHub stars+67 (+0.23 %)
    • 11

      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 %)
    • 12

      Skill
      Active

      Give your AI agent a phone number: order a private number in 200+ countries over the API, read the SMS verification code, hand the number back. The widest country coverage in the category, checkable with one API call.

      PythonLicense: MIT
      • agent-skill
      • agent-skills
      • ai-agents
      • anthropic
      • automation

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/sv-number/skills ~/.claude/skills/skills

      236GitHub stars+66 (+38.8 %)
    • 13

      Other
      Active

      280+ free n8n automation templates — 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…

      • ai-agents
      • ai-automation
      • automation
      • automation-templates
      • awesome

      githubmeasured growthOpen source ↗

      25 039GitHub stars+59 (+0.24 %)
    • 14

      Agent
      Active

      FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex…

      TypeScript
      • agent
      • claude
      • deepseek
      • llm
      • mcp

      githubmeasured growthOpen source ↗

      29 548GitHub stars+55 (+0.19 %)
    • 15

      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 %)
    • 16

      Skill
      Active

      ReachAI企业级智能体开发平台：快速、安全完成已有业务系统智能化改造，让 AI 在 OA、ERP、CRM 等原系统中查数据、填表单、办业务。ReachAI: Quickly and securely bring AI to existing enterprise systems, enabling AI to query data, fill out forms, and execute business tasks directly within OA, ERP,…

      JavaLicense: MIT
      • a2a
      • agent
      • agent-framework
      • agent-skills
      • agents

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/w8123/EnterpriseAgentFramework ~/.claude/skills/EnterpriseAgentFramework

      638GitHub stars+54 (+9.2 %)
    • 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 195GitHub stars+50 (+0.31 %)
    • 18

      Other
      Active

      Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.

      TypeScriptLicense: Apache-2.0
      • agent-workflow
      • agentic-workflow
      • agents
      • ai
      • aiagents

      githubmeasured growthOpen source ↗

      29 529GitHub stars+49 (+0.17 %)
    • 19

      Skill
      Active

      Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

      JavaScriptLicense: MIT
      • agent-orchestration
      • agent-skills
      • agentic-workflows
      • ai-agents
      • ai-coding

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/Spielewoy/autoprompt-skill ~/.claude/skills/autoprompt-skill

      960GitHub stars+48 (+5.3 %)
    • 20

      Skill
      Active

      Skills Constitution — meta-rule governing all skill invocations across agent platforms

      PythonLicense: MIT
      • agent-framework
      • agent-memory
      • agent-orchestration
      • agent-skill
      • agent-skills

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/jiabaobei/skills-constitution ~/.claude/skills/skills-constitution

      211GitHub stars+47 (+28.7 %)
    • 21

      Other
      Active

      Open-source foundation of ToolJet AI - the enterprise app generation platform for internal tools, dashboards, business applications, workflows and AI agents. Build visually, from a prompt, or from Claude Code, Codex and Cursor over MCP 🚀

      JavaScriptLicense: AGPL-3.0
      • ai-app-builder
      • docker
      • internal-applications
      • internal-project
      • internal-tool

      githubmeasured growthOpen source ↗

      40 828GitHub stars+41 (+0.10 %)
    • 22

      Other
      Active

      The AI automation platform, self-hosted. Describe the job in chat and LiveContext builds it: readable workflows, scoped AI agents, and small apps your team uses. Chat, Workflow, Agent and App on one canvas.

      JavaLicense: AGPL-3.0
      • agent-framework
      • agents
      • ai
      • ai-agents
      • ai-automation

      githubmeasured growthOpen source ↗

      389GitHub stars+37 (+10.5 %)
    • 23

      Skill
      Active

      ✨ All your agents and workspaces in one place, on every device you own. Track tasks on a board, accessible from desktop, mobile, browser, or API. Self-hosted.

      Go
      • agent-harness
      • agent-orchestration
      • agent-skills
      • agent-workspaces
      • ai-agents

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/YaoApp/yao ~/.claude/skills/yao

      7 859GitHub stars+37 (+0.47 %)
    • 24

      Skill
      Active

      YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.

      PythonLicense: MIT
      • agent-skills
      • ai-agents
      • evaluation
      • governance
      • meta-skill

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/yaojingang/yao-meta-skill ~/.claude/skills/yao-meta-skill

      2 577GitHub stars+35 (+1.4 %)

    Learning resources

    Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

    1. 1

      atlas-agent-control-plane

      Skill
      ActiveOpen source ↗

      AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

      PythonLicense: MIT
      • agent
      • agent-framework
      • agent-orchestration
      • agent-skills
      • agentic-ai
      github

      Install git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane

      Resourcemeasured growth
      105GitHub stars+47 (+81.0 %)