Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
Lists only rows made to route, schedule or loop agent work: 50 of the 273 filed under Dispatch. All includes the rest.
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 99.950 | langchain-ai-langgraphworkflow · ai-agentsContributed by Sentinel | Build resilient agents. | 40,899 stars · 6,899 forks · 25 mentions · passed install test | No one-command install · Source | |
| 2 | 99.914 | paperclipai-paperclipworkflow · ai-agentsContributed by Sentinel | The open-source app everyone uses to manage agents at work | 86,361 stars · 15,351 forks · 3 mentions | No one-command install · Source | |
| 3 | 99.839 | rufloworkflow · ai-agents | An orchestration platform for deploying and coordinating multi-agent swarms, with self-learning, vector-based layered memory, systematic planning and… | 70,157 stars · 8,375 forks · 3 mentions | No one-command install · Source | |
| 4 | 99.833 | stablyai-orcaworkflow · ai-agentsContributed by Sentinel | 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. | 78,783 stars · 5,153 forks · 4 mentions | No one-command install · Source | |
| 5 | 99.831 | microsoft-autogenworkflow · ai-agentsContributed by Sentinel | A programming framework for agentic AI | 60,753 stars · 9,174 forks · 8 mentions | No one-command install · Source | |
| 6 | 99.805 | crewaiinc-crewaiworkflow · ai-agentsContributed by Sentinel | Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together… | 57,982 stars · 8,309 forks · 21 mentions | No one-command install · Source | |
| 7 | 99.667 | openai-openai-agents-pythonworkflow · ai-agentsContributed by Sentinel | A lightweight, powerful framework for multi-agent workflows | 29,704 stars · 4,808 forks · 5 mentions | No one-command install · Source | |
| 8 | 99.617 | mastra-ai-mastraworkflow · ai-agentsContributed by Sentinel | Mastra is the modern TypeScript framework for AI-powered applications and agents. | 28,344 stars · 2,861 forks · 5 mentions | No one-command install · Source | |
| 9 | 99.590 | openai-symphonyworkflow · ai-agentsContributed by Sentinel | Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents. | 26,991 stars · 2,771 forks · 4 mentions | No one-command install · Source | |
| 10 | 99.413 | auto-claudeworkflow · ai-agents | An autonomous multi-agent coding framework built on the Claude Agent SDK that plans, builds and validates software across the development life cycle… | 14,545 stars · 1,917 forks | No one-command install · Source | |
| 11 | 99.274 | pocketflowworkflow · ai-agents | Pocket Flow: 100-line LLM framework that lets agents build agents | 11,139 stars · 1,217 forks | No one-command install · Source | |
| 12 | 99.258 | praisonaiworkflow · ai-agents | Multi-agent framework with self-reflection capabilities | 9,002 stars · 1,430 forks | No one-command install · Source | |
| 13 | 98.669 | ralph-orchestratorworkflow · ai-agents | Ralph Orchestrator implements the simple but effective "Ralph Wiggum" technique for autonomous task completion, continuously running an AI agent… | 3,120 stars · 292 forks | No one-command install · Source | |
| 14 | 97.819 | bernsteinworkflow · ai-agents | Declarative agent orchestration for engineering teams. | 1,059 stars · 145 forks | No one-command install · Source | |
| 15 | 97.284 | ralph-wiggum-marketerworkflow · ai-agents | A Claude Code plugin that provides an autonomous AI copywriter: research agents gather market knowledge into custom knowledge bases, and a Ralph loop… | 774 stars · 85 forks | No one-command install · Source | |
| 16 | 94.750 | sudocodeworkflow · ai-agents | A lightweight agent orchestration tool that lives in your repository and works with several specification frameworks. | 291 stars · 26 forks | No one-command install · Source | |
| 17 | 94.594 | mentisworkflow · ai-agents | A powerful multi-agent orchestration framework built on LangGraph | 296 stars · 23 forks | No one-command install · Source | |
| 18 | 53.186 | ralph-wiggum-bddworkflow · ai-agents | A standalone Bash script for Behavior-Driven Development with Ralph Wiggum Loop. In principle, while running unattended, the script can keep code and… | 8 stars | No one-command install · Source | |
| 19 | 38.412 | mcp-oworkflow · ai-agents | MCP-based orchestration framework | 3 stars | No one-command install · Source | |
| 20 | Unranked | agentswarmOursworkflow · ai-agents | Use to orchestrate a swarm of sub-agents under a CEO pattern when one agent isn't enough but a full visible grid is overkill: break a mission into… | No signals yet | No one-command install · Source | |
| 21 | Unranked | claude-agent-sdk-01-the-chief-of-staff-agentworkflow · ai-agents | Build multi-agent systems with subagents, hooks, output styles, and plan mode features. | No signals yet | No commit datelisted | armory install claude-agent-sdk-01-the-chief-of-staff-agent --cli claude |
| 22 | Unranked | feature-developmentworkflow · ai-agents | Orchestrate end-to-end feature development from requirements to deployment | No signals yet | No commit datelisted | armory install feature-development --cli claude |
| 23 | Unranked | full-reviewworkflow · ai-agents | Orchestrate comprehensive multi-dimensional code review using specialized review agents across architecture, security, performance, testing, and best… | No signals yet | No commit datelisted | armory install full-review --cli claude |
| 24 | Unranked | full-stack-featureworkflow · ai-agents | Orchestrate end-to-end full-stack feature development across backend, frontend, database, and infrastructure layers | No signals yet | No commit datelisted | armory install full-stack-feature --cli claude |
| 25 | Unranked | full-stack-feature-2workflow · ai-agents | Implement a full-stack feature across multiple platforms with coordinated agent orchestration: | No signals yet | No commit datelisted | armory install full-stack-feature-2 --cli claude |
| 26 | Unranked | git-workflowworkflow · ai-agents | Orchestrate git workflow from code review through PR creation with quality gates | No signals yet | No commit datelisted | armory install git-workflow --cli claude |
| 27 | Unranked | incident-responseworkflow · ai-agents | Orchestrate multi-agent incident response with modern SRE practices for rapid resolution and learning | No signals yet | No commit datelisted | armory install incident-response --cli claude |
| 28 | Unranked | legacy-modernizeworkflow · ai-agents | Orchestrate legacy system modernization using the strangler fig pattern with gradual component replacement | No signals yet | No commit datelisted | armory install legacy-modernize --cli claude |
| 29 | Unranked | managed-agents-cma-verify-with-outcome-graderworkflow · ai-agents | Build a grade-and-revise loop with Outcomes: a writer drafts a cited research brief, a stateless grader fetches every URL and checks every quote… | No signals yet | No commit datelisted | armory install managed-agents-cma-verify-with-outcome-grader --cli claude |
| 30 | Unranked | ml-pipelineworkflow · ai-agents | Machine Learning Pipeline - Multi-Agent MLOps Orchestration | No signals yet | No commit datelisted | armory install ml-pipeline --cli claude |
| 31 | Unranked | multi-agent-optimizeworkflow · ai-agents | Multi-Agent Optimization Toolkit | No signals yet | No commit datelisted | armory install multi-agent-optimize --cli claude |
| 32 | Unranked | multi-agent-optimize-2workflow · ai-agents | Optimize application stack using specialized optimization agents: | No signals yet | No commit datelisted | armory install multi-agent-optimize-2 --cli claude |
| 33 | Unranked | multi-agent-reviewworkflow · ai-agents | Multi-Agent Code Review Orchestration Tool | No signals yet | No commit datelisted | armory install multi-agent-review --cli claude |
| 34 | Unranked | multi-agent-review-2workflow · ai-agents | Multi-Agent Code Review Orchestration Tool | No signals yet | No commit datelisted | armory install multi-agent-review-2 --cli claude |
| 35 | Unranked | multi-agent-review-3workflow · ai-agents | Perform comprehensive multi-agent code review with specialized reviewers: | No signals yet | No commit datelisted | armory install multi-agent-review-3 --cli claude |
| 36 | Unranked | multi-platformworkflow · ai-agents | Orchestrate cross-platform feature development across web, mobile, and desktop with API-first architecture | No signals yet | No commit datelisted | armory install multi-platform --cli claude |
| 37 | Unranked | patterns-evaluator-optimizerworkflow · ai-agents | Workflow pattern using one LLM for generation and another for evaluation feedback loop. | No signals yet | No commit datelisted | armory install patterns-evaluator-optimizer --cli claude |
| 38 | Unranked | patterns-orchestrator-workersworkflow · ai-agents | Central LLM dynamically delegates tasks to worker LLMs and synthesizes their combined results. | No signals yet | No commit datelisted | armory install patterns-orchestrator-workers --cli claude |
| 39 | Unranked | performance-optimizationworkflow · ai-agents | Orchestrate end-to-end application performance optimization from profiling to monitoring | No signals yet | No commit datelisted | armory install performance-optimization --cli claude |
| 40 | Unranked | removeworkflow · ai-agents | Safely remove a task from the orchestration system, updating all references and dependencies. | No signals yet | No commit datelisted | armory install remove --cli claude |
| 41 | Unranked | resumeworkflow · ai-agents | Resume work on existing task orchestrations after session loss or context switch. | No signals yet | No commit datelisted | armory install resume --cli claude |
| 42 | Unranked | security-hardening-2workflow · ai-agents | Implement security-first architecture and hardening measures with coordinated agent orchestration: | No signals yet | No commit datelisted | armory install security-hardening-2 --cli claude |
| 43 | Unranked | shipworkflow · ai-agents | Master pipeline entry point. Routes requirements from a story file through scan → orchestrate → architect → implement → review → QA → playwright… | No signals yet | No commit datelisted | armory install ship --cli claude |
| 44 | Unranked | smart-fixworkflow · ai-agents | Intelligent issue resolution with multi-agent debugging, root cause analysis, and verified fix implementation | No signals yet | No commit datelisted | armory install smart-fix --cli claude |
| 45 | Unranked | startworkflow · ai-agents | Initiates the task orchestration workflow using the three-agent system (task-orchestrator, task-decomposer, and dependency-analyzer) to create a… | No signals yet | No commit datelisted | armory install start --cli claude |
| 46 | Unranked | statusworkflow · ai-agents | Check the current status of tasks in the orchestration system with various filtering and reporting options. | No signals yet | No commit datelisted | armory install status --cli claude |
| 47 | Unranked | team-delegateworkflow · ai-agents | Task delegation dashboard for managing team workload, assignments, and rebalancing | No signals yet | No commit datelisted | armory install team-delegate --cli claude |
| 48 | Unranked | test-automation-orchestratorworkflow · ai-agents | Orchestrate comprehensive test automation with intelligent execution and optimization | No signals yet | No commit datelisted | armory install test-automation-orchestrator --cli claude |
| 49 | Unranked | workflow-automateworkflow · ai-agents | Workflow Automation | No signals yet | No commit datelisted | armory install workflow-automate --cli claude |
| 50 | Unranked | workflow-orchestrator-2workflow · ai-agents | Orchestrate complex automation workflows with task dependencies, scheduling, and cross-platform execution | No signals yet | No commit datelisted | armory install workflow-orchestrator-2 --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.