{"workflow":{"id":14543,"name":"Monitor APK uploads and run MobSF analysis with OpenAI and Slack alerts","views":0,"recentViews":0,"totalViews":0,"createdAt":"2026-04-01T08:39:40.247Z","description":"# APK Upload Monitoring and Automated MobSF Analysis with Slack Reporting\n\nThis workflow monitors a Google Drive folder for newly uploaded APK files, automatically downloads them, triggers a MobSF static analysis scan, processes the output to detect unused or risky libraries and sends a developer-friendly summary directly to Slack. It is ideal for teams who want fast, automated insights into Android app dependencies.\n\n\n### ⚡ Quick Start: Rapid Implementation Steps\n\n1. Connect Google Drive and select the APK upload folder.\n2. Add your MobSF server URL in both HTTP Request nodes.\n3. Add your OpenAI API credentials.\n4. Connect Slack and choose your preferred channel.\n5. Activate the workflow — you're ready to automate APK analysis.\n\n\n## What It Does\n\nThis workflow automates the complete static analysis process for Android APK files. When an APK is uploaded to a specific Google Drive folder, n8n immediately retrieves the file and sends it to MobSF for scanning. MobSF returns detailed JSON-based findings, including code, library usage and component insights.\n\nThe workflow then uses a series of JavaScript code nodes to extract relevant package information, compare used vs. detected packages, identify unused dependencies and classify them by risk. These results are transformed into a concise summary using an AI model. Finally, the summary is posted automatically to a Slack channel for fast team visibility.\n\nThis enables developers to take quick action on dependency cleanup, performance optimizations or security risks without manually reading the full MobSF report.\n\n\n## Who’s It For\n\n* Android developers wanting automated dependency insights\n* QA/security teams needing MobSF scans on every APK upload\n* DevOps engineers maintaining CI/CD pipelines\n* Mobile teams who frequently share build artifacts\n* Organizations wanting fast Slack-based reporting\n\n\n## Requirements to Use This Workflow\n\n* A Google Drive account with access to an APK upload folder\n* A running MobSF instance (Docker supported)\n* OpenAI API credentials\n* Slack workspace with API access\n* n8n installed (self-hosted or cloud)\n\n\n## How It Works & How To Set Up\n\n### 1. Google Drive Trigger Setup\n\n* Connect your Google Drive credentials.\n* Choose the folder dedicated to APK uploads.\n* Event type: `fileCreated` (fires whenever a new APK is added).\n\n### 2. Downloading the APK\n\n* The workflow uses the Google Drive node to download the uploaded file.\n* No manual configuration required beyond credential setup.\n\n### 3. Configure MobSF Upload\n\n* Replace the provided local URL with your MobSF instance URL.\n* Ensure MobSF is reachable (via Docker or local network).\n* Use `multipart/form-data` to upload the binary file.\n\n### 4. Trigger MobSF Static Scan\n\n* The next HTTP Request node triggers a static scan using the returned hash.\n* No further configuration needed.\n\n### 5. Code Nodes (Package Processing)\n\nThese three nodes:\n\n* extract used/detected packages,\n* identify unused libraries,\n* classify them as safe, maybe-required or risky.\n  You can customize logic if needed.\n\n### 6. AI-Based Summary Generation\n\n* Connect OpenAI credentials.\n* The node generates a clean, non-markdown summary for Slack.\n\n### 7. Slack Notification\n\n* Connect your Slack account.\n* Select any desired channel.\n* Summary is pushed instantly on every APK upload.\n\n### 8. Activate the Workflow\n\nOnce all credentials are added, enable the workflow and test by uploading an APK.\n\n\n## How To Customize Nodes\n\n### Google Drive Trigger\n\n* Modify polling interval (e.g., every 5 minutes).\n* Change folder for different build pipelines.\n\n### MobSF Request Nodes\n\n* Replace URL to support remote servers or Kubernetes deployments.\n* Add additional headers if needed.\n\n### Code Nodes\n\n* Adjust package detection rules.\n* Add tagging, filtering or extra metadata extraction.\n\n### OpenAI Summary Node\n\n* Customize the prompt for different reporting styles (e.g., shorter, more technical).\n\n### Slack Node\n\n* Add formatting, mentions or route to multiple channels.\n\n\n## Add-Ons (Optional Extensions)\n\n* **Email Notifications** – Send the same report to email via Gmail or SMTP.\n* **Jira Ticket Auto-Creation** – Open issues when risky dependencies are detected.\n* **Save Reports to Database** – Store unused package data for long-term trends.\n* **CI/CD Integration** – Trigger analysis via GitHub Actions or Jenkins.\n* **VirusTotal Scan** – Add an extra malware check layer.\n\n\n## Use Case Examples\n\n1. **Automated Dependency Cleanup**\nQuickly identify unused libraries after each build upload.\n2. **Security Monitoring for Android Releases**\nEnsure risky system packages aren’t unintentionally included.\n3. **Team Collaboration Enhancement**\nSend automated insights to Slack for faster decision-making.\n4. **QA Validation Before Deployment**\nConfirm that declared dependencies match actual usage.\n5. **Build Optimization**\nRemove unnecessary packages to reduce APK size and performance overhead.\n\n> There are many more possible uses depending on team needs and environment.\n\n\n## Troubleshooting Guide\n\n| Issue                          | Possible Cause                          | Solution                                               |\n| ------------------------------ | --------------------------------------- | ------------------------------------------------------ |\n| Workflow not triggering        | Wrong Google Drive folder               | Re-select the correct APK folder in the trigger node   |\n| MobSF upload failing           | Wrong URL or server not running         | Check MobSF Docker container and update the URL        |\n| MobSF scan shows empty results | APK not parsed successfully             | Verify the APK is valid and not corrupted              |\n| Slack message not delivered    | Channel permissions or wrong channel ID | Reconnect Slack credentials and select a valid channel |\n| AI summary node fails          | Missing OpenAI credentials              | Add OpenAI API key in the credentials section          |\n\n\n## Need Help?\n\nIf you need assistance setting up, extending or customizing this workflow, our [n8n automation experts](https://www.weblineindia.com/hire-n8n-developers/) at **WeblineIndia** are available to help.\n\nWhether you want to add new features, integrate more systems or build similar automation workflows, [feel free to reach out to us](https://www.weblineindia.com/contact-us.html) for professional support.","workflow":{"id":"V7NNklvJYzjo5mkU","meta":{"instanceId":"14e4c77104722ab186539dfea5182e419aecc83d85963fe13f6de862c875ebfa","templateCredsSetupCompleted":true},"name":"APK Upload Monitoring and Automated MobSF Analysis with Slack Reporting","tags":[],"nodes":[{"id":"72a0121a-1e05-4972-89e4-2e7e280bf128","name":"Start Analysis Trigger","type":"n8n-nodes-base.googleDriveTrigger","position":[32,304],"parameters":{"event":"fileCreated","options":{},"pollTimes":{"item":[{"mode":"everyMinute"}]},"triggerOn":"specificFolder","folderToWatch":{"__rl":true,"mode":"list","value":"1Rcs1PQWaE2dP1IV5d-Nv1ZsdunIkTUyL","cachedResultUrl":"#","cachedResultName":"APK Uploads Folder"}},"credentials":{"googleDriveOAuth2Api":{"id":"fpg1u2rTEL2wch2V","name":"Google Drive account 20"}},"typeVersion":1},{"id":"61177280-272f-4584-96fe-562ada79d839","name":"Download Apk","type":"n8n-nodes-base.googleDrive","position":[256,304],"parameters":{"fileId":{"__rl":true,"mode":"url","value":"={{ $json.webViewLink }}"},"options":{},"operation":"download"},"credentials":{"googleDriveOAuth2Api":{"id":"fpg1u2rTEL2wch2V","name":"Google Drive account 20"}},"typeVersion":3},{"id":"5df99ede-a9ec-46a5-a02e-8a4695ec947d","name":"MobSF – Upload APK","type":"n8n-nodes-base.httpRequest","position":[544,304],"parameters":{"url":"http://192.168.101.135:8000/api/v1/upload","method":"POST","options":{"redirect":{"redirect":{}}},"sendBody":true,"contentType":"multipart-form-data","sendHeaders":true,"bodyParameters":{"parameters":[{"name":"file","parameterType":"formBinaryData","inputDataFieldName":"data"}]},"headerParameters":{"parameters":[{"name":"Authorization","value":"31668bffb4a6ad7b9479420529216e1817f4bad21a2bf04915d4f3bf03fe8b01"}]}},"typeVersion":4.3},{"id":"20136a44-3730-4a13-8770-533ee5a9c10c","name":"MobSF – Start Static Analysis","type":"n8n-nodes-base.httpRequest","position":[736,304],"parameters":{"url":"http://192.168.101.135:8000/api/v1/scan","method":"POST","options":{"redirect":{"redirect":{}}},"sendBody":true,"contentType":"multipart-form-data","sendHeaders":true,"bodyParameters":{"parameters":[{"name":"hash","value":"={{ $json.hash }}"},{"name":"re_scan","value":"1"}]},"headerParameters":{"parameters":[{"name":"Authorization","value":"31668bffb4a6ad7b9479420529216e1817f4bad21a2bf04915d4f3bf03fe8b01"}]}},"typeVersion":4.3},{"id":"fe98e85e-f609-4d8f-a76e-7cb7cba53364","name":"Extract used and detected packages","type":"n8n-nodes-base.code","position":[1088,304],"parameters":{"jsCode":"// This script processes a MobSF JSON report to extract used and detected libraries.\n\nfor (const item of $input.all()) {\n  const mobsfReport = item.json.json || item.json;\n\n  // List 1: Packages found in code analysis (i.e., \"used\")\n  const usedPackages = new Set();\n  if (mobsfReport.code_analysis && mobsfReport.code_analysis.findings) {\n    for (const key of Object.keys(mobsfReport.code_analysis.findings)) {\n        const finding = mobsfReport.code_analysis.findings[key];\n        if (finding.files) {\n            for (const filePath of Object.keys(finding.files)) {\n                const parts = filePath.split('/');\n                if (parts.length > 1) {\n                    parts.pop(); // remove filename\n                    const packageName = parts.join('.');\n                    usedPackages.add(packageName);\n                }\n            }\n        }\n    }\n  }\n\n  // List 2: Packages detected from Android components (proxy for \"declared/included\")\n  const detectedComponents = [\n      ...(mobsfReport.activities || []),\n      ...(mobsfReport.receivers || []),\n      ...(mobsfReport.providers || []),\n      ...(mobsfReport.services || []),\n      ...(mobsfReport.libraries || [])\n  ];\n\n  const detectedPackages = new Set();\n  for (const componentPath of detectedComponents) {\n      const parts = componentPath.split('.');\n      if (parts.length > 1) {\n          // Heuristic: if a component name is very long, it's likely a specific class.\n          // We take the first 2 or 3 parts as the base package name.\n          // e.g., com.google.android.gms.measurement.AppMeasurementReceiver -> com.google.android.gms\n          let packageParts;\n          if (parts[0] === 'com' && parts[1] === 'google') {\n              packageParts = parts.slice(0, 4); // e.g., com.google.android.gms\n          } else if (parts[0] === 'androidx') {\n              packageParts = parts.slice(0, 2); // e.g., androidx.core\n          } else {\n              packageParts = parts.slice(0, 2); // e.g., io.livekit\n          }\n          if (packageParts.length > 0) {\n              detectedPackages.add(packageParts.join('.'));\n          }\n      }\n  }\n\n  // Overwrite the original json with the new lists\n  item.json = {\n    usedPackages: Array.from(usedPackages).sort(),\n    detectedPackages: Array.from(detectedPackages).sort()\n  };\n}\n\n// Return the modified items\nreturn $input.all();"},"typeVersion":2},{"id":"200dd4a7-35ab-43a5-bd07-b3cc07417899","name":"Identify Unused Packages","type":"n8n-nodes-base.code","position":[1264,304],"parameters":{"jsCode":"const item = $input.item.json;\n\nconst used = new Set(item.usedPackages);\nconst detected = item.detectedPackages;\n\nconst unused = detected.filter(pkg => {\n  return !Array.from(used).some(u => u.startsWith(pkg));\n});\n\nreturn [{\n  json: {\n    usedPackages: item.usedPackages,\n    detectedPackages: item.detectedPackages,\n    unusedPackages: unused\n  }\n}];"},"typeVersion":2},{"id":"8ff566ce-d1ea-4ba6-8374-cd9f33b5c7c5","name":"Classify Unused Package Risk Levels","type":"n8n-nodes-base.code","position":[1456,304],"parameters":{"jsCode":"const unused = $json.unusedPackages || [];\n\nconst risky = [];\nconst maybe = [];\nconst safe = [];\n\n// Rules\nfor (const lib of unused) {\n\n  // RISKY: required by Google / Firebase / Android system\n  if (\n    lib.startsWith(\"com.google.android.gms\") ||\n    lib.startsWith(\"com.google.firebase\") ||\n    lib.startsWith(\"androidx.startup\") ||\n    lib.startsWith(\"com.google.android.datatransport\")\n  ) {\n    risky.push(lib);\n    continue;\n  }\n\n  // MAYBE: could be auto-included by Gradle or React Native\n  if (\n    lib.startsWith(\"com.jakewharton\") ||\n    lib.startsWith(\"androidx.profileinstaller\")\n  ) {\n    maybe.push(lib);\n    continue;\n  }\n  \n  // SAFE: camera, mlkit, unused modules, etc.\n  safe.push(lib);\n}\n\nreturn [{\n  json: {\n    unusedPackages: unused,\n    safeToRemove: safe,\n    maybeRequired: maybe,\n    riskyToRemove: risky\n  }\n}];"},"typeVersion":2},{"id":"32d70a81-c0e5-49f5-9da0-d8f145c6d659","name":"Generate Developer Summary","type":"@n8n/n8n-nodes-langchain.openAi","position":[1744,304],"parameters":{"modelId":{"__rl":true,"mode":"list","value":"gpt-4o-mini","cachedResultName":"GPT-4O-MINI"},"options":{},"responses":{"values":[{"content":"=You are an Android performance and security expert.\n\nSummarize the following unused library analysis into a clean developer-friendly message suitable for Slack.\n\nUnused Packages:\n{{JSON.stringify($json.unusedPackages, null, 2)}}\n\nSafe to Remove:\n{{JSON.stringify($json.safeToRemove, null, 2)}}\n\nMaybe Required:\n{{JSON.stringify($json.maybeRequired, null, 2)}}\n\nRisky to Remove:\n{{JSON.stringify($json.riskyToRemove, null, 2)}}\n\nYour output must include:\n- Number of unused packages found\n- List of safe-to-remove packages\n- List of “needs review” packages\n- List of “high-risk to remove” packages\n- A short recommendation (2–3 lines)\n- No markdown formatting\n\nReturn ONLY the summary message.\n"}]},"builtInTools":{}},"credentials":{"openAiApi":{"id":"iRpPOyNxt3Nulj1n","name":"open ai key"}},"typeVersion":2},{"id":"13d216b1-b0d2-48b9-bfaf-3a38463dcffe","name":"Notify Team on Slack","type":"n8n-nodes-base.slack","position":[2064,304],"webhookId":"13a9762e-8f43-48af-ade7-a3fa06ef98c6","parameters":{"text":"={{ $json.output[0].content[0].text }}","select":"channel","channelId":{"__rl":true,"mode":"list","value":"C09S57E2JQ2","cachedResultName":"n8n"},"otherOptions":{}},"credentials":{"slackApi":{"id":"wWMjXHF85JKoAAJp","name":"Slack account 27"}},"typeVersion":2.3},{"id":"15eb9ef6-eb61-45d6-94d8-78da000c2125","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-32,64],"parameters":{"color":7,"width":464,"height":416,"content":"## File Detection & APK Retrieval\nThis section monitors a specific Google Drive folder for new APK uploads. When a file appears, the workflow automatically grabs its details and downloads the APK so it can be processed further. This ensures the analysis begins instantly.)"},"typeVersion":1},{"id":"de1c6c6c-a40a-4fa7-8f4f-b9b35a6c4de3","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[480,64],"parameters":{"color":7,"width":464,"height":416,"content":"## Upload & Trigger MobSF Static Scan\nAfter downloading, the APK is uploaded to MobSF. Once uploaded successfully, the workflow immediately triggers a static analysis scan using the provided hash, ensuring a smooth handoff between file upload and security scanning steps."},"typeVersion":1},{"id":"f60a4870-8877-4be8-b81b-82e8f8a6e6ce","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[1024,64],"parameters":{"color":7,"width":592,"height":416,"content":"## Extract, Compare & Classify Package\nThis section processes the MobSF report using JavaScript to extract all detected and used packages. It compares both lists to identify unused libraries and then classifies them into safe, maybe-required and high-risk categories. This creates a clear, structured understanding of dependency usage in the app."},"typeVersion":1},{"id":"fff93446-a93b-461b-ac12-96701ab4a1a7","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[1696,64],"parameters":{"color":7,"width":576,"height":416,"content":"## Generate & Deliver Developer Summary\nThis section creates a clean, developer-friendly summary using AI and instantly sends it to the team’s Slack channel. It ensures clear communication of unused package findings and helps developers quickly review risks and decide next steps without manual effort.)"},"typeVersion":1},{"id":"100f9c8a-0022-4eca-81f9-1dd7834da1b4","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[-592,-592],"parameters":{"width":512,"height":832,"content":"## How It Works\n#### This workflow automatically analyzes newly uploaded APK files and generates a clean summary for the development team. It begins by monitoring a Google Drive folder for new APKs. When a file is added, the workflow downloads it and sends it to MobSF for static analysis. MobSF returns detailed findings, which are processed through JavaScript nodes to extract used, detected and unused packages. These packages are then evaluated and categorized into safe, maybe-required and risky groups. After processing, an AI model turns the results into a simple message that’s easy for developers to understand. Finally, the summary is automatically sent to a Slack channel, ensuring the team gets instant visibility into any unnecessary or risky dependencies.\n\n## Setup Steps\n\n### Connect Google Drive: Add your Google Drive credentials and specify the folder to watch for APK uploads.\n\n### MobSF Configuration: Ensure your MobSF server URL and API key are correctly set in the HTTP Request nodes for upload and scan.\n\n### JavaScript Nodes: The code is already included—no setup required unless you want to modify the logic.\n\n### OpenAI Connection: Add your OpenAI API key to the “Generate Developer Summary” node.\n\n### Slack Integration: Connect your Slack account and select the target channel.\n\n### Enable the Workflow: Activate the workflow so it starts monitoring and processing files automatically."},"typeVersion":1}],"active":false,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"99d4865c-feab-4dc8-915d-830189eb1b80","connections":{"Download Apk":{"main":[[{"node":"MobSF – 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