Armory
Source

Dispatch

Routing between agents, plus scheduled and looping runs

Listed
62
Ranked
33.9%
Top Score
99.9

Lists only rows made to route, schedule or loop agent work: 62 of the 731 filed under Dispatch. The other 669 are in Browse.

Pick

The pick and its runners-up, in score order

  • n8n-io-n8nContributed by Sentinel99.93 signals

    Runner-up · #1 on this shelf

    Workflow automation with 400+ integrations, built visually or in code; heavier to run

    206,033 stars · 60,896 forks · 26 mentions
    No one-command install · Source
  • pocketflow99.22 signals

    The pick · #12 on this shelf

    100-line graph framework; nodes and edges route work between agents

    Picked as a library you drop into your own code: 100 lines with no dependencies. Above it, n8n and Paperclip are platforms you run, LangGraph, AutoGen, CrewAI, the OpenAI Agents SDK and Mastra are much larger frameworks, and ruflo, Orca, Symphony and Auto-Claude run coding agents for you.

    11,139 stars · 1,217 forks
    No one-command install · Source

Top Ranked

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

RankScoreComponentDescriptionEvidenceLast commitInstall
199.991n8n-io-n8nworkflow · otherContributed by SentinelFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.206,033 stars · 60,896 forks · 26 mentionsNo one-command install · Source
299.950langchain-ai-langgraphworkflow · ai-agentsContributed by SentinelBuild resilient agents.40,899 stars · 6,899 forks · 25 mentions · passed install testNo one-command install · Source
399.914paperclipai-paperclipworkflow · ai-agentsContributed by SentinelThe open-source app everyone uses to manage agents at work86,361 stars · 15,351 forks · 3 mentionsNo one-command install · Source
499.839rufloworkflow · ai-agentsAn 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 mentionsNo one-command install · Source
599.833stablyai-orcaworkflow · ai-agentsContributed by SentinelOrca 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 mentionsNo one-command install · Source
699.831microsoft-autogenworkflow · ai-agentsContributed by SentinelA programming framework for agentic AI60,753 stars · 9,174 forks · 8 mentionsNo one-command install · Source
799.805crewaiinc-crewaiworkflow · ai-agentsContributed by SentinelFramework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together…57,982 stars · 8,309 forks · 21 mentionsNo one-command install · Source
899.667openai-openai-agents-pythonworkflow · ai-agentsContributed by SentinelA lightweight, powerful framework for multi-agent workflows29,704 stars · 4,808 forks · 5 mentionsNo one-command install · Source
999.617mastra-ai-mastraworkflow · ai-agentsContributed by SentinelMastra is the modern TypeScript framework for AI-powered applications and agents.28,344 stars · 2,861 forks · 5 mentionsNo one-command install · Source
1099.590openai-symphonyworkflow · ai-agentsContributed by SentinelSymphony 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 mentionsNo one-command install · Source
1199.413auto-claudeworkflow · ai-agentsAn 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 forksNo one-command install · Source
1299.274pocketflowworkflow · ai-agentsPocket Flow: 100-line LLM framework that lets agents build agents11,139 stars · 1,217 forksNo one-command install · Source
1399.258praisonaiworkflow · ai-agentsMulti-agent framework with self-reflection capabilities9,002 stars · 1,430 forksNo one-command install · Source
1499.183ralph-for-claude-codeworkflow · back-endAn autonomous AI development framework that enables Claude Code to work iteratively on projects until completion. Features intelligent exit detection…9,613 stars · 721 forksNo one-command install · Source
1598.669ralph-orchestratorworkflow · ai-agentsRalph Orchestrator implements the simple but effective "Ralph Wiggum" technique for autonomous task completion, continuously running an AI agent…3,120 stars · 292 forksNo one-command install · Source
1697.819bernsteinworkflow · ai-agentsDeclarative agent orchestration for engineering teams.1,059 stars · 145 forksNo one-command install · Source
1797.284ralph-wiggum-marketerworkflow · ai-agentsA 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 forksNo one-command install · Source
1894.750sudocodeworkflow · ai-agentsA lightweight agent orchestration tool that lives in your repository and works with several specification frameworks.291 stars · 26 forksNo one-command install · Source
1994.594mentisworkflow · ai-agentsA powerful multi-agent orchestration framework built on LangGraph296 stars · 23 forksNo one-command install · Source
2053.186ralph-wiggum-bddworkflow · ai-agentsA standalone Bash script for Behavior-Driven Development with Ralph Wiggum Loop. In principle, while running unattended, the script can keep code and…8 starsNo one-command install · Source

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.

Leaderboard ranks all 21 scored rows. Formula shows the calculation.