Alternatives

Agents Failure Attribution alternatives for AI agents.

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

Current skill

Agents Failure Attribution

Benchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight)

65
Quality
77
Trust
381
Stars
#1

PentestGPT

Similarity 126Trust 90Excellent 100

Automated Penetration Testing Agentic Framework Powered by Large Language Models

14K starsJun 7, 2026 pushagent-frameworksPythonLLM
$ npx skills add GreyDGL/PentestGPT
#2

Deer Flow

Similarity 125Trust 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 124Trust 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

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
#5

Browser Use

Similarity 119Trust 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
#6

Learn Claude Code

Similarity 119Trust 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
#7

Hermes Webui

Similarity 117Trust 88Excellent 100

Hermes WebUI: The best way to use Hermes Agent from the web or from your phone!

15K starsJun 23, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add nesquena/hermes-webui
#8

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
#9

CrewAI

Similarity 111Trust 90Excellent 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
#10

Agno

Similarity 111Trust 90Excellent 100

Build, run, and manage agent platforms.

42K starsAug 10, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add agno-agi/agno
#11

500 AI Agents Projects

Similarity 111Trust 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
#12

OpenViking

Similarity 110Trust 88Excellent 100

OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.

26K starsJun 19, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add volcengine/OpenViking
#13

Camel

Similarity 110Trust 90Excellent 100

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

17K starsJun 17, 2026 pushagent-frameworksPythonLLM
$ npx skills add camel-ai/camel
#14

OpenSandbox

Similarity 110Trust 90Excellent 100

Secure, Fast, and Extensible Sandbox runtime for AI agents.

14K starsAug 17, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add alibaba/OpenSandbox
#15

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
#16

Spring AI Alibaba

Similarity 109Trust 90Excellent 100

Agentic AI Framework for Java Developers

11K starsAug 15, 2026 pushagent-frameworksJavaMulti-Agent
$ npx skills add alibaba/spring-ai-alibaba

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 Agents Failure Attribution 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.