# Agents-Flex vs n8n Agents-Flex records 5,088 monthly visits with +202.3% month-over-month growth and Free / Open Source pricing. n8n records 4,522,449 monthly visits with -7.4% growth and Freemium pricing. | Metric | [Agents-Flex](https://openaitools.app/tool/agents-flex) | [n8n](https://openaitools.app/tool/n8n) | | :--- | :--- | :--- | | Website URL | https://agentsflex.com | https://n8n.io | | Categories | AI Developer Tools, Large Language Models (LLMs), Prompt Engineering, AI Agent | AI Workflow, AI Agent, No-Code&Low-Code, AI Developer Tools | | Pricing Model | Free / Open Source | Freemium | | Monthly Visits | 5,088 | 4,522,449 | | MoM Growth Rate | +202.3% | -7.4% | | Primary Market | China | India | | Direct Visits | 426 | 1,565,199 | | Review Score | 4.6 | 4.7 | | Saved Count | 0 | 4 | | Supported Platforms | Website | Website | ## Agents-Flex Agents-Flex is an Apache 2.0 open-source framework aimed at Java developers who want to build AI applications and autonomous agents without leaving the JVM ecosystem. It works on JDK 8+ and does not force a Spring dependency, so it can slot into existing enterprise Java stacks cleanly. The entry point is a unified chat model API: configure a provider such as OpenAI with an API key and model name, then call chat() to get a response. Beyond basic model calls, Agents-Flex is designed as a composable toolkit. You layer in knowledge retrieval (RAG), tools and function calling, multimodality, OCR, and a Skills system where reusable, versionable capability packages combine a SKILL.md description with scripts and assets. A SkillRuntime exposes consistent command, file and search interfaces across local or remote execution targets, so long-running tasks like OCR and video generation can be submitted async and polled by status. The framework emphasizes architectural clarity and production readiness. Its AgentRunner orchestrates policy and middleware, while a Turn Store persists snapshots and events for long-task recovery. Streaming responses, synchronous image generation and asynchronous task handling are all first-class, and observability hooks help teams operate these systems in production rather than just prototype them. **Pricing & Plans:** Agents-Flex is free and open source under the Apache 2.0 license. There is no commercial license fee for the framework itself; costs come only from the LLM or cloud providers you connect. - **Unified chat model API:** Configure any supported provider with an API key and model name, then call chat() for a consistent interface across models. - **Agent orchestration:** AgentRunner combines policy and middleware to coordinate models, tools and sandboxes inside a single execution flow. - **Skills packages:** Reusable, versionable capability definitions that bundle a SKILL.md, scripts and assets, discovered from local directories or remote storage. - **RAG, multimodality & OCR:** Add knowledge retrieval, image generation and OCR pipelines on demand, mixing synchronous and asynchronous execution styles. - **Production runtime:** A Turn Store persists snapshots and events so long-running tasks can recover, supported by streaming responses and observability. **Strengths:** Apache 2.0 open source with a permissive license for commercial use; Java-native design that fits existing JVM and enterprise stacks; Composable architecture covering RAG, tools, Skills and OCR in one framework; Async task handling and a Turn Store for reliable long-running workloads **Limitations:** Documentation and community content skew toward Chinese, which may slow English-only teams; As a younger framework, the surrounding ecosystem is smaller than more established Python options; Requires Java expertise, so it is not aimed at non-developers [Profile (Markdown)](https://openaitools.app/tool/agents-flex.md) ## n8n n8n is a workflow automation platform built for technical teams who want automation they can actually read and audit. Rather than hiding logic behind opaque configuration, every step stays open: you can see what a node does and explain the whole flow to whoever runs it. It combines a drag-and-drop visual builder with the ability to drop into code at any point, so simple tasks stay simple while complex ones remain possible. A major focus of the current product is AI agents. You can connect any model, watch an agent work step by step in the same workflow view, open past runs, and constrain behaviour with structured inputs and outputs, rule-based automation and human-in-the-loop approval gates. That makes it practical to put agents into processes like refund handling, alert triage, lead qualification and security investigation without losing control. n8n is open source and can be self-hosted on-prem or with Docker to keep data in your own environment, or used as a hosted service. Enterprise capabilities add SSO with SAML and LDAP, RBAC, encrypted secret stores, audit logs, log streaming to SIEM systems, isolated environments and Git-based control. Integrations span 500+ native services, arbitrary HTTP APIs and MCP connections to agents and coding assistants. **Pricing & Plans:** n8n offers a free self-hosted open-source edition, a paid cloud service with a free trial, tiered paid plans, and enterprise pricing on request. Feature limits scale with plan tier, so check the official pricing page for current details. - **Visual builder with code escape hatch:** Build automations with a visual node editor, then insert JavaScript or Python code nodes when you need custom logic. - **500+ integrations and any API:** Connect to 500+ native services, any REST API via HTTP nodes, and any agent or coding assistant through MCP. - **AI agents you can follow and trust:** Run agents alongside regular steps, inspect every decision, and add structured inputs, guardrails and human approval steps. - **Observability and reproducible runs:** Watch workflows execute live, open past runs, replay a run with mocked data and re-run just the step that failed. - **Self-host or cloud with governance:** Deploy on your own infrastructure with Docker or on-prem, or use the hosted cloud product, with version history and RBAC. **Strengths:** Open source and self-hostable, keeping data in your own environment; Visual builder plus full code access for complex workflows; Strong observability: live runs, past-run inspection and step-level retries; 500+ integrations and generic HTTP nodes cover almost any service [Profile (Markdown)](https://openaitools.app/tool/n8n.md) ## Frequently Asked Questions ### How do Agents-Flex and n8n compare in monthly traffic? Agents-Flex has 5,088 monthly visits, while n8n has 4,522,449. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Agents-Flex has a month-over-month growth rate of +202.3%; n8n has -7.4%. ### How does pricing compare? Agents-Flex: Free / Open Source. Agents-Flex is free and open source under the Apache 2.0 license. There is no commercial license fee for the framework itself; costs come only from the LLM or cloud providers you connect. n8n: Freemium. n8n offers a free self-hosted open-source edition, a paid cloud service with a free trial, tiered paid plans, and enterprise pricing on request. Feature limits scale with plan tier, so check the official pricing page for current details. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Run and build with open AI models locally or in the cloud | [.md](https://openaitools.app/tool/ollama.md) | | 2 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom. | [.md](https://openaitools.app/tool/zapier-com.md) | | 3 | [Composio](https://openaitools.app/tool/composio) | 2,782,603 | +22.8% | Freemium, Contact for Pricing | Give your AI agents secure, authenticated access to 1,700+ apps | [.md](https://openaitools.app/tool/composio.md) | | 4 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) | | 5 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Web search API and crawler built for AI agents | [.md](https://openaitools.app/tool/exa-ai.md) | | 6 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Outstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations. | [.md](https://openaitools.app/tool/dify-ai.md) | | 7 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Multiplayer AI where people and agents work side by side | [.md](https://openaitools.app/tool/dust.md) | | 8 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.md](https://openaitools.app/tool/taskade.md) | | 9 | [LlamaIndex](https://openaitools.app/tool/llamaindex) | 387,910 | +19.9% | Freemium, Contact for Pricing | Turn any document into AI-ready context with agentic parsing and extraction | [.md](https://openaitools.app/tool/llamaindex.md) | | 10 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation. | [.md](https://openaitools.app/tool/gumloop.md) | --- Source: https://openaitools.app/compare/agents-flex-vs-n8n More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)