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    "id": "n8n-docs-1",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "Build visually, go deep with code, connect to anything.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
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    "id": "n8n-docs-2",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "Every step of your agents' reasoning, traceable on the canvas.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-gh-1",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "Combine visual building with JavaScript, Python, and npm packages for advanced AI workflows",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/deploy/host-n8n",
    "excerpt": "You can self-host n8n on your own infrastructure, on-premises, or in a private cloud, using Docker Compose, one-line setup, or other deployment methods.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/deploy/host-n8n",
    "excerpt": "Without a license key, n8n runs as the free Community edition.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/build/flow-logic/handle-errors-gracefully",
    "excerpt": "With an error workflow, you can control how n8n responds to a workflow execution failure.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/deploy/host-n8n/deploy-as-an-oem-integration",
    "excerpt": "n8n's OEM deployment option lets you embed and surface n8n's interface inside your own product's UI.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-7",
    "tier": "claimed-docs",
    "url": "https://n8n.io/pricing/",
    "excerpt": "Version control using Git",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-8",
    "tier": "claimed-docs",
    "url": "https://n8n.io/pricing/",
    "excerpt": "SSO, SAML and LDAP",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-9",
    "tier": "claimed-docs",
    "url": "https://n8n.io/pricing/",
    "excerpt": "Execution search",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-gh-2",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "Combine a visual canvas with custom code, run it self-hosted or in the cloud, and connect to 1500+ integrations.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-gh-3",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "Connect to OpenAI, Anthropic, Google, or open-source models and switch providers without changing your architecture",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-10",
    "tier": "claimed-docs",
    "url": "https://n8n.io/pricing/",
    "excerpt": "Unlike other tools that charge per step or user, n8n lets you build freely and only pay when a workflow runs from start to finish.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-11",
    "tier": "claimed-docs",
    "url": "https://n8n.io/workflows/",
    "excerpt": "12116 Workflow Automation Templates",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io",
    "excerpt": "n8n is a fair-code licensed workflow automation tool that combines AI features with business process automation.",
    "fetchedAt": "2026-09-05T00:14:16.126Z"
  },
  {
    "id": "n8n-gh-4",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "1500+ integrations and 9,000+ workflow templates to connect AI with your existing systems",
    "fetchedAt": "2026-09-05T00:16:23.442Z"
  },
  {
    "id": "n8n-gh-5",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "Self-host or deploy securely with role-based access, audit trails, and support for sensitive data",
    "fetchedAt": "2026-09-05T00:16:23.442Z"
  },
  {
    "id": "n8n-docs-13",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "Build visually, go deep with code, connect to anything. Every step of your agents' reasoning, traceable on the canvas.",
    "fetchedAt": "2026-09-05T00:16:23.442Z"
  },
  {
    "id": "n8n-docs-14",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "Deploy on your infrastructure or ours.",
    "fetchedAt": "2026-09-05T00:16:23.442Z"
  },
  {
    "id": "n8n-docs-15",
    "tier": "claimed-docs",
    "url": "https://n8n.io/workflows/",
    "excerpt": "Discover 12116 Automation Workflows from the n8n's Community",
    "fetchedAt": "2026-09-05T00:16:23.442Z"
  },
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    "id": "n8n-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/connect/n8n-api",
    "excerpt": "n8n API",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-gh-6",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "Code When You Need It: Combine visual building with JavaScript, Python, and npm packages for advanced AI workflows",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
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    "id": "n8n-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/deploy/host-n8n/configure-n8n/use-the-command-line",
    "excerpt": "Use the command line",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/build/integrate-ai/understand-ai-components/what-agents-do",
    "excerpt": "What agents do",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.mcptrigger",
    "excerpt": "MCP Server Trigger",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.mcpclient",
    "excerpt": "MCP Client",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.webhook",
    "excerpt": "Webhook | Nodes | n8n Docs",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/administer/use-source-control-and-environments",
    "excerpt": "Push and pull changes",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-23",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/integrations/builtin/credentials",
    "excerpt": "Credentials | Nodes | n8n Docs",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-24",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "IT Ops can\n\nOn-board new employees",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-25",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "Sec Ops can\n\nEnrich security incident tickets",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-26",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "Dev Ops can\n\nConvert natural language into API calls",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-27",
    "tier": "claimed-docs",
    "url": "https://n8n.io",
    "excerpt": "Sales can\n\nGenerate customer insights from reviews",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-28",
    "tier": "claimed-docs",
    "url": "https://n8n.io/pricing/",
    "excerpt": "Admin roles",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-gh-7",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "Model Flexibility, No Lock-In: Connect to OpenAI, Anthropic, Google, or open-source models and switch providers without changing your architecture",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-docs-29",
    "tier": "claimed-docs",
    "url": "https://n8n.io/pricing/",
    "excerpt": "A standard, self-hosted version of n8n is available on GitHub.",
    "fetchedAt": "2026-09-05T00:19:17.219Z"
  },
  {
    "id": "n8n-gh-8",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "curl -fsSL https://get.n8n.io | sh",
    "fetchedAt": "2026-09-11T20:02:30.367Z"
  },
  {
    "id": "n8n-gh-9",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "Build and operationalize AI workflows and multi-step agents using your own data, models, and tools",
    "fetchedAt": "2026-09-11T20:02:30.367Z"
  },
  {
    "id": "n8n-docs-30",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/n8n-community-license",
    "excerpt": "n8n's Sustainable Use License and n8n Enterprise License are based on the fair-code model.",
    "fetchedAt": "2026-09-11T20:02:30.367Z"
  },
  {
    "id": "n8n-docs-31",
    "tier": "claimed-docs",
    "url": "https://docs.n8n.io/deploy/host-n8n/deploy-as-an-oem-integration",
    "excerpt": "OEM deployment of n8n requires a separate commercial agreement with n8n.",
    "fetchedAt": "2026-09-11T20:02:30.367Z"
  },
  {
    "id": "n8n-gh-10",
    "tier": "github",
    "url": "https://github.com/n8n-io/n8n",
    "excerpt": "connect to 1500+ integrations",
    "fetchedAt": "2026-09-11T20:02:30.367Z"
  },
  {
    "id": "n8n-docs-32",
    "tier": "claimed-docs",
    "url": "https://n8n.io/workflows/",
    "excerpt": "Discover 12326 Automation Workflows from the n8n's Community",
    "fetchedAt": "2026-09-11T20:02:30.367Z"
  },
  {
    "id": "n8n-docs-33",
    "tier": "claimed-docs",
    "url": "https://n8n.io/pricing/",
    "excerpt": "All plans include unlimited users & workflows and every integration.",
    "fetchedAt": "2026-09-11T20:02:30.367Z"
  },
  {
    "id": "n8n-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43879282",
    "excerpt": "N8N is great. Been self-hosting for years.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43879282",
    "excerpt": "Simple to self host and use, can recommend. Can't say I'm a fan of the €55M financing round they took though... the growth they'll need to satisfy those investors is so very likely to lead to chasing numbers and enshittifying the product down the line.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43879282",
    "excerpt": "I think using this without programming knowledge is hard, you'll hit a lot of errors and data transformation issues that are hard to solve without knowing programming 101 like arrays, objects, data access, etc.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43879282",
    "excerpt": "I'm a developer but use N8N. One reason is not having to build and maintain integrations with lots of APIs for workflows that are just run once in a while... That would require writing lots of code while here it is much easier with N8N.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43879282",
    "excerpt": "Windmill founder: 'I'm not ashamed to admit that n8n feels more polished... They have been around for longer and mature for longer, more time to iterate.'",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-6",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43879282",
    "excerpt": "N8n looks quite polished and seems primarily concerned about connecting pre-made blocks. There are custom code blocks (JS and Python only, with limited ability to import libraries)... I think it's great for less-technical users when compared to windmill.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-7",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "I use it to follow subreddits, scrape posts, analyze based on arbitrary criteria, note the findings in a spreadsheet, then send a notification.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-8",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "I have written some stuff with n8n and I think it is better than most no code platforms because it's debuggable. It keeps all the historical executions so you can see what happened when workflows failed and what data was going in/out of each component.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-9",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "When I think of n8n I think of the n8n subreddit of people posting about how their workflow is broken and they lost all their customers and don't know how to make it work.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-10",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "5000 n8n workflows that made me millions... It's an okay product I appreciate that it's selfhosted with good documentation but they absolutely destroyed their brand with excessive affiliate marketing and now nothing of substance is left if you search for it anywhere.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-11",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "I like n8n. It feels a little less rough around the edges for visual coding than something like huggin or nodered. The documentation is good, but finding examples and things like that offsite is impossible.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-12",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "The documentation leaves a lot to be desired. Especially regarding custom node development. But also on the user side, for example the kafka trigger node has zero info on its doc page.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-13",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "n8n is low code platform to build various applications... You need to write SQL, extract data from XML or JSON, describe HTTP queries and parse responses. For me personally it looks very weird and I wouldn't use this product. It's much easier to just write code.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-14",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/45525336",
    "excerpt": "N8N is an amazing system. I use it daily and have seen incredible progress made consistently over the past few years. Currently my team use it for processing millions of workflows each year on a very small server and it hasn't cost us a cent.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-15",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=21191676",
    "excerpt": "We're using n8n in production for a month now and are pretty happy with it. Easily extendable and new integrations can be built easily.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-16",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=21191676",
    "excerpt": "This is really neat! I'm generally prohibited from using stuff like Zapier at work, since we handle a lot of client data... The self-hosted nature of this would bypass a lot of that hassle.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-17",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37274052",
    "excerpt": "I have been using n8n for over a year. I prefer it over popular Zapier as it gives me more flexibility and I am able to self host. It has its quirks you learn about only when you work enough with it. The only thing I wouldn't recommend is their Cloud, it seems more buggy/unstable than self hosted.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-18",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37274052",
    "excerpt": "We're using this tool for some of our project. Our manager with zero programming skills was able to build a quite complex backend using postgres and REST APIs, with scheduled and webhook-initiated tasks. One downside: sporadic errors which we just live with, using retries.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-comm-19",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37274052",
    "excerpt": "As per its description on github: N8n is a Free and source-available fair-code licensed workflow automation tool. Not really OSS.",
    "fetchedAt": "2026-09-05T00:22:49.633Z"
  },
  {
    "id": "n8n-probe-1",
    "tier": "probe",
    "url": "https://docs.n8n.io/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.n8n.io/llms.txt # n8n Docs\n\n## Get started\n\n- [n8n Docs](https://docs.n8n.io/welcome.md): Get set up on n8n, build your first workflow,",
    "fetchedAt": "2026-09-05T00:24:47.531Z"
  },
  {
    "id": "n8n-probe-2",
    "tier": "probe",
    "url": "https://docs.n8n.io/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.n8n.io/openapi.json, https://docs.n8n.io/swagger.json, https://docs.n8n.io/api/openapi.json, https://docs.n8n.io/.well-known/openapi.json)",
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  },
  {
    "id": "n8n-probe-3",
    "tier": "probe",
    "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.mcptrigger",
    "excerpt": "official MCP server documented at https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.mcptrigger",
    "fetchedAt": "2026-09-05T00:24:47.531Z"
  },
  {
    "id": "n8n-probe-4",
    "tier": "probe",
    "url": "https://docs.n8n.io/deploy/host-n8n/configure-n8n/use-the-command-line",
    "excerpt": "official CLI documented at https://docs.n8n.io/deploy/host-n8n/configure-n8n/use-the-command-line",
    "fetchedAt": "2026-09-05T00:24:47.531Z"
  },
  {
    "id": "n8n-intdir-1",
    "tier": "claimed-docs",
    "url": "https://n8n.io/integrations/",
    "excerpt": "OpenAI, the creator of ChatGPT, offers a range of powerful models including GPT-3, DALL·E, and Whisper. Leverage these models to build AI-powered workflows.",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "n8n-intdir-2",
    "tier": "claimed-docs",
    "url": "https://n8n.io/integrations/",
    "excerpt": "Slack is a powerful collaboration tool for businesses of all sizes. It brings team communication and collaboration into one place so you can get more work done, whether you belong to a large enterprise or a small business.",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "n8n-intdir-3",
    "tier": "claimed-docs",
    "url": "https://n8n.io/integrations/",
    "excerpt": "Google Gemini is an AI assistant app that answers questions, summarizes content, and generates text, images, and short videos. It supports voice and image input, integrates with Google services like Gmail and Maps, and offers enhanced features through subscriptions.",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
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