AI use cases Automation & agent frameworks
Automation & agent frameworks
Frameworks and platforms for building your own AI agents and multi-step workflows, in code or with a visual builder.
- Tracked tools
- 14
- Highest score
- 70
- Caution labels
- 11
- Use cases
- 6
- 1n8n#3 overall · AI tool70Caution
- 2AutoGPT#14 overall · Agent framework62Caution
- 3CrewAI#18 overall · Agent framework57Caution
- 4Dify#20 overall · AI tool56Caution
- 5LangChain#23 overall · Agent framework54Caution
- 6Pydantic AI#31 overall · Agent framework46Caution
- 7Mastra#33 overall · Agent framework44No issues found
- 8LangGraph#34 overall · Agent framework44No issues found
- 9Agent Development Kit (ADK, Python)#36 overall · Agent framework43Caution
- 10OpenBot#39 overall · AI tool41Caution
- 11AutoGen#41 overall · Agent framework40Caution
- 12OpenAI Agents SDK (Python)#42 overall · Agent framework39Caution
- 13smolagents#47 overall · Agent framework30No dependencies scanned
- 14artemis#50 overall · AI tool25Caution
What you can do
Frameworks and platforms for building your own AI agents and multi-step workflows, in code or with a visual builder. For developers and technical teams who want to automate business processes or ship agent features in their own products.
- Workflow automation with AI3 toolsn8n 70
- Multi-agent AI teams4 toolscrewAI 57
- AI customer support bot4 toolsn8n 70
- Business process automation with AI agents4 toolsn8n 70
- Build AI agents in Python or TypeScript6 toolslangchain 54
- Persistent AI agent workspaces3 toolslobehub 69
Pick by situation
Based only on measured data for the 14 tracked tools here.
- n8nFits if you want the highest overall score (score 70, #3 of 52 overall)
- DifyFits if active maintenance matters most (last push 2 Nov 2026, maintenance 45)
- n8nFits if you want the most widely adopted option (209,320 stars, 61,352 forks)
- CrewAIFits if you want the most thorough README docs (docs score 69, 32,680-character README)
- LangGraphFits if you need a permissive license and a clean scan (MIT, no issues found by automated scan)
What to watch out for
Scores are relative public signals; none of these tools were tested hands-on.
- Cautionn8n3 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CautionAutoGPT16 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CautionCrewAI8 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CautionDify1 critical-severity known vulnerability in runtime dependencies (OSV)
- CautionLangChain7 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CautionPydantic AI1 critical-severity known vulnerability in runtime dependencies (OSV)
- No issues foundMastraNo issues found in this week’s scan
- No issues foundLangGraphNo issues found in this week’s scan
- CautionAgent Development Kit (ADK, Python)2 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CautionOpenBot5 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CautionAutoGen33 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CautionOpenAI Agents SDK (Python)3 critical-severity known vulnerabilities in runtime dependencies (OSV)
- No dependencies scannedsmolagentsCode checks clean, no lockfile to check
- Cautionartemis7 critical-severity known vulnerabilities in runtime dependencies (OSV)
- License to check before commercial use: n8n (Sustainable Use License), AutoGPT (MIT + Polyform Shield), Dify (Dify Open Source License (modified Apache-2.0)), Mastra (Apache-2.0 (ee/ excluded)).
All scan reasons
- n8n: 3 critical-severity known vulnerabilities in runtime dependencies (OSV)
- AutoGPT: 16 critical-severity known vulnerabilities in runtime dependencies (OSV)
- CrewAI: 8 critical-severity known vulnerabilities in runtime dependencies (OSV)
- Dify: 1 critical-severity known vulnerability in runtime dependencies (OSV)
- LangChain: 7 critical-severity known vulnerabilities in runtime dependencies (OSV)
- Pydantic AI: 1 critical-severity known vulnerability in runtime dependencies (OSV)
- Agent Development Kit (ADK, Python): 2 critical-severity known vulnerabilities in runtime dependencies (OSV); Skill/agent file instructs piping a remote script into a shell: .agents/skills/adk-setup/SKILL.md — curl -LsSf https://astral.sh/uv/install.sh | sh
- OpenBot: 5 critical-severity known vulnerabilities in runtime dependencies (OSV)
- AutoGen: 33 critical-severity known vulnerabilities in runtime dependencies (OSV)
- OpenAI Agents SDK (Python): 3 critical-severity known vulnerabilities in runtime dependencies (OSV)
- smolagents: code and instruction-file checks found nothing, but there is no runtime lockfile or manifest, so dependencies were not checked
- artemis: 7 critical-severity known vulnerabilities in runtime dependencies (OSV)
Full table
Open the sortable table
| Tool (overall rank) | Use case | Score | Safety | Last push | Stars |
|---|---|---|---|---|---|
| 3 n8nn8n-io/n8nFair-code workflow automation platform with native AI, 400+ integrations, self-host or cloud. | Automation & agent frameworks | 70 | Caution | ★ 209,320 | |
| 14 AutoGPTSignificant-Gravitas/AutoGPTPlatform for building and running autonomous AI agents. | Automation & agent frameworks | 62 | Caution | ★ 187,861 | |
| 18 CrewAIcrewAIInc/crewAIPython framework for orchestrating role-playing, autonomous AI agents that collaborate on tasks. | Automation & agent frameworks | 57 | Caution | ★ 60,400 | |
| 20 Difylanggenius/difyPlatform for agentic workflows and RAG pipelines, self-hosted or cloud. | Automation & agent frameworks | 56 | Caution | ★ 160,191 | |
| 23 LangChainlangchain-ai/langchainWidely used framework and platform for building LLM apps and agents. | Automation & agent frameworks | 54 | Caution | ★ 148,854 | |
| 31 Pydantic AIpydantic/pydantic-aiType-safe Python agent framework from the Pydantic team, works with many models. | Automation & agent frameworks | 46 | Caution | ★ 20,992 | |
| 33 Mastramastra-ai/mastraTypeScript framework for AI applications and agents. | Automation & agent frameworks | 44 | No issues found | ★ 29,265 | |
| 34 LangGraphlangchain-ai/langgraphLangChain's library for building resilient, stateful agents as graphs. | Automation & agent frameworks | 44 | No issues found | ★ 44,305 | |
| 36 Agent Development Kit (ADK, Python)google/adk-pythonGoogle's code-first Python toolkit for building, evaluating and deploying agents. | Automation & agent frameworks | 43 | Caution | ★ 22,079 | |
| 39 OpenBotCopilotKit/OpenBotOpen-source AI coworkers that each get their own browser, files and tools, with actions logged. | Automation & agent frameworks | 41 | Caution | ★ 9,675 | |
| 41 AutoGenmicrosoft/autogenMicrosoft's programming framework for agentic AI and multi-agent apps. | Automation & agent frameworks | 40 | Caution | ★ 61,668 | |
| 42 OpenAI Agents SDK (Python)openai/openai-agents-pythonOpenAI's lightweight Python framework for multi-agent workflows. | Automation & agent frameworks | 39 | Caution | ★ 30,447 | |
| 47 smolagentshuggingface/smolagentsHugging Face's minimal library for agents that think in code. | Automation & agent frameworks | 30 | No dependencies scanned | ★ 30,181 | |
| 50 artemisgoogle/artemisGoogle's tool that turns natural-language instructions into Android automation. | Automation & agent frameworks | 25 | Caution | ★ 16,143 |
Score = relative rank (percentile) among all 52 tracked tools on maintenance, adoption and docs. Community signal is not measured yet. How we score.
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