Alternatives

On Policy alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

On Policy

This is the official implementation of Multi-Agent PPO (MAPPO).

73
Quality
81
Trust
2.0K
Stars
#1

Agent Framework

Similarity 123Trust 90Excellent 100

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

11K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add microsoft/agent-framework
#2

Deer Flow

Similarity 117Trust 90Excellent 100

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

71K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add bytedance/deer-flow
#3

Adk Python

Similarity 116Trust 90Excellent 100

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

20K starsJun 13, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add google/adk-python
#4

PraisonAI

Similarity 114Trust 89Excellent 100

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

8.1K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add MervinPraison/PraisonAI
#5

PentestGPT

Similarity 110Trust 90Excellent 100

Automated Penetration Testing Agentic Framework Powered by Large Language Models

14K starsJun 7, 2026 pushagent-frameworksPythonLLM
$ npx skills add GreyDGL/PentestGPT
#6

Agency Agents Zh

Similarity 109Trust 87Excellent 100

🎭 211 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 16 种工具,覆盖工程/设计/营销/金融等 18 个部门。含 46 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉等)

15K starsJun 12, 2026 pushagent-frameworksShellMulti-Agent
$ npx skills add jnMetaCode/agency-agents-zh
#7

Spring AI Alibaba

Similarity 109Trust 88Excellent 100

Agentic AI Framework for Java Developers

10K starsJun 7, 2026 pushagent-frameworksJavaMulti-Agent
$ npx skills add alibaba/spring-ai-alibaba
#8

Agent Orchestrator

Similarity 108Trust 87Excellent 100

Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.

8.2K starsJul 9, 2026 pushagent-frameworksTypeScriptMulti-Agent
$ npx skills add ComposioHQ/agent-orchestrator
#9

Agent Orchestrator

Similarity 108Trust 86Excellent 100

Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.

7.5K starsJun 9, 2026 pushagent-frameworksTypeScriptMulti-Agent
$ npx skills add AgentWrapper/agent-orchestrator
#10

MetaGPT

Similarity 107Trust 82Excellent 95

Coordinate multi-agent teams for software and product work

69K starsJan 21, 2026 pushagent-frameworksMetaGPTPython
$ npx skills add FoundationAgents/MetaGPT
#11

CrewAI

Similarity 103Trust 92Excellent 100

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

56K starsJul 18, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add crewAIInc/crewAI
#12

500 AI Agents Projects

Similarity 103Trust 90Excellent 100

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

33K starsJun 6, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add ashishpatel26/500-AI-Agents-Projects
#13

Agno

Similarity 103Trust 88Excellent 100

Build, run, and manage agent platforms.

41K starsJun 15, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add agno-agi/agno
#14

Browser Use

Similarity 103Trust 87Excellent 100

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

99K starsJun 13, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add browser-use/browser-use
#15

Learn Claude Code

Similarity 103Trust 87Excellent 100

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

68K starsJun 15, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add shareAI-lab/learn-claude-code
#16

AutoGPT

Similarity 102Trust 86Excellent 100

Build and run autonomous AI agents for open-ended tasks

186K starsJul 19, 2026 pushagent-frameworksAutoGPTPython
$ npx skills add Significant-Gravitas/AutoGPT

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep On Policy if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.