{"apiVersion":"v1","directorySlug":"autoflowly-mcp-ef54146ce8","title":"Autoflowly","description":"Build full-stack apps, create AI agents, and run business workflows from one workspace. Autoflowly connects app generation, shared context, approvals, and mobile operations.","pageUrl":"https://www.mcpbundles.com/skills/autoflowly-mcp-ef54146ce8","connectPath":"importable","connectAction":"import_server","catalogListing":false,"bundleSlug":null,"listingKind":"remote_mcp","kind":"provider","transportUrl":"https://mcp.autoflowly.com/mcp","hostedMcpUrl":null,"toolCount":37,"toolInventoryStatus":"observed","refreshedAt":"2026-11-03T13:26:00.516172+00:00","registryName":"com.autoflowly/autoflowly-mcp-ef54146ce8","registryVersion":"2026.11.3","registryEligible":true,"tools":[{"name":"create_mvp_from_prd","description":"🎯 ChatGPT PRD Workflow: Build MVP from Product Requirements Document.\n                \nThis tool is specifically designed for ChatGPT integration where users prepare their PRD in ChatGPT,\nthen build the MVP using Autoflowly. The workflow:","inputSchema":{"type":"object","required":["prd","app_name"],"properties":{"prd":{"type":"string","minLength":50},"app_name":{"type":"string"},"build_mode":{"enum":["instant","full_build"],"type":"string","default":"instant"},"ai_provider":{"enum":["auto","claude","chatgpt"],"type":"string","default":"auto"},"return_screenshots":{"type":"boolean","default":true}}},"logicalName":"create_mvp_from_prd","displayName":"create_mvp_from_prd","title":"create_mvp_from_prd","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"conversational_mvp_chat","description":"🚀 PRIMARY FEATURE: Generate an MVP through natural conversation.\n                \nThis is the main way to generate MVPs on Autoflowly. Just describe what you want to build\nin natural language, and the system generates a complete, deployable MVP.","inputSchema":{"type":"object","required":["message"],"properties":{"message":{"type":"string","minLength":10},"build_mode":{"enum":["instant","full_build"],"type":"string","default":"instant"},"session_id":{"type":"string"},"ai_provider":{"enum":["auto","claude","chatgpt"],"type":"string","default":"auto"},"smart_enhancement":{"type":"boolean","default":true}}},"logicalName":"conversational_mvp_chat","displayName":"conversational_mvp_chat","title":"conversational_mvp_chat","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"quick_mvp","description":"Generate an MVP with smart defaults in ~30 seconds.\n                \nJust provide an app name and description - the system automatically adds:\n✅ Professional landing page with pricing\n✅ User authentication (login/register/forgot password)\n✅ Protected dashboard with analytics\n✅ Admin panel with user management\n✅ Modern responsive design with Chakra UI\n✅ Complete backend API with database models\n✅ React Router with protected routes","inputSchema":{"type":"object","required":["app_name","description"],"properties":{"app_name":{"type":"string"},"ai_provider":{"enum":["claude","chatgpt"],"type":"string","default":"claude"}}},"logicalName":"quick_mvp","displayName":"quick_mvp","title":"quick_mvp","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_mvp_sessions","description":"List all your conversational MVP sessions.\n                \nShows your MVP generation history with:\n- Session titles and summaries\n- Progress percentage\n- Associated MVP IDs and preview URLs\n- Creation timestamps","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","default":20,"maximum":50}}},"logicalName":"list_mvp_sessions","displayName":"list_mvp_sessions","title":"list_mvp_sessions","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_session_status","description":"Get the status of a specific MVP generation session.\n                \nReturns detailed info about an ongoing or completed session including\nprogress, generated MVP details, and chat history.","inputSchema":{"type":"object","required":["session_id"],"properties":{"session_id":{"type":"string"}}},"logicalName":"get_session_status","displayName":"get_session_status","title":"get_session_status","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_mvp_details","description":"Get comprehensive details about a generated MVP.\n                \nReturns full MVP information including:\n- Live URL and preview URL\n- List of all generated files\n- Tech stack used (frontend, backend, database)\n- Deployment status and health\n- Creation and last update timestamps\n- Download URL for source code","inputSchema":{"type":"object","required":["mvp_id"],"properties":{"mvp_id":{"type":"string"}}},"logicalName":"get_mvp_details","displayName":"get_mvp_details","title":"get_mvp_details","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_mvp_files","description":"Get the list of all generated files for an MVP.\n                \nReturns the complete file tree with the ability to inspect code.\nUseful for reviewing what was generated.","inputSchema":{"type":"object","required":["mvp_id"],"properties":{"mvp_id":{"type":"string"}}},"logicalName":"get_mvp_files","displayName":"get_mvp_files","title":"get_mvp_files","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_mvp_urls","description":"Get all URLs associated with an MVP.\n                \nReturns:\n- Live URL (production deployment)\n- 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deployment issues\n- Apply configuration changes\n- Restart the application","inputSchema":{"type":"object","required":["mvp_id"],"properties":{"mvp_id":{"type":"string"}}},"logicalName":"redeploy_mvp","displayName":"redeploy_mvp","title":"redeploy_mvp","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"upgrade_mvp","description":"Upgrade an instant MVP to a full-featured version.\n                \nConverts a quick landing page MVP (~30s build) into a complete\nfunctional application with full backend, database, and features.","inputSchema":{"type":"object","required":["mvp_id"],"properties":{"mvp_id":{"type":"string"}}},"logicalName":"upgrade_mvp","displayName":"upgrade_mvp","title":"upgrade_mvp","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"generate_mvp","description":"Generate a complete, deployable MVP (Minimum Viable Product) from a business idea description.\n                \nThis tool takes a natural language description of a startup idea and generates:\n- Complete frontend code (React/TypeScript)\n- Backend API (FastAPI/Python)\n- Database schema (PostgreSQL)\n- Live deployment URL\n- Downloadable source code","inputSchema":{"type":"object","required":["startup_idea"],"properties":{"region":{"type":"string","default":"Global"},"sector":{"enum":["Technology","E-commerce","FinTech","HealthTech","EdTech","SaaS","Marketplace","Social","Productivity","Entertainment","Other"],"type":"string","default":"Technology"},"template_id":{"type":"string"},"startup_idea":{"type":"string","minLength":20},"target_customers":{"type":"string"},"tech_preferences":{"type":"object","properties":{"backend":{"type":"string"},"database":{"type":"string"},"frontend":{"type":"string"}}}}},"logicalName":"generate_mvp","displayName":"generate_mvp","title":"generate_mvp","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_mvp_status","description":"Check the current status and progress of an MVP generation.\n                \nReturns the generation progress percentage, current step, and live URL once deployed.","inputSchema":{"type":"object","required":["mvp_id"],"properties":{"mvp_id":{"type":"string"}}},"logicalName":"get_mvp_status","displayName":"get_mvp_status","title":"get_mvp_status","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"download_mvp_code","description":"Get the download URL for an MVP's source code.\n                \nReturns a URL to download the complete MVP codebase as a ZIP file.","inputSchema":{"type":"object","required":["mvp_id"],"properties":{"mvp_id":{"type":"string"}}},"logicalName":"download_mvp_code","displayName":"download_mvp_code","title":"download_mvp_code","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_templates","description":"List all available MVP templates.\n                \nTemplates are pre-built, customizable MVP structures for different use cases like\nSaaS dashboards, e-commerce stores, marketplaces, and more.","inputSchema":{"type":"object","properties":{"category":{"enum":["SaaS","E-commerce","Marketplace","Social","FinTech","HealthTech","Education","Productivity"],"type":"string"}}},"logicalName":"list_templates","displayName":"list_templates","title":"list_templates","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_template_details","description":"Get detailed information about a specific template.\n                \nReturns the template's features, tech stack, preview URL, and customization options.","inputSchema":{"type":"object","required":["template_id"],"properties":{"template_id":{"type":"string"}}},"logicalName":"get_template_details","displayName":"get_template_details","title":"get_template_details","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"recommend_template","description":"Get an AI-powered template recommendation based on a business idea.\n                \nThe AI analyzes the idea and suggests the most suitable template with explanations.","inputSchema":{"type":"object","required":["idea"],"properties":{"idea":{"type":"string"}}},"logicalName":"recommend_template","displayName":"recommend_template","title":"recommend_template","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"analyze_business_idea","description":"Analyze a business idea using AI.\n                \nReturns:\n- Industry classification\n- Target audience analysis\n- Key features identification\n- Technical requirements\n- Complexity assessment\n- Similar products in market","inputSchema":{"type":"object","required":["idea"],"properties":{"idea":{"type":"string","minLength":20}}},"logicalName":"analyze_business_idea","displayName":"analyze_business_idea","title":"analyze_business_idea","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"validate_startup_idea","description":"Validate a startup idea with comprehensive AI analysis.\n                \nProvides feedback on:\n- Market viability\n- Competition analysis\n- Technical feasibility\n- Potential challenges\n- Recommendations for success","inputSchema":{"type":"object","required":["idea"],"properties":{"idea":{"type":"string"}}},"logicalName":"validate_startup_idea","displayName":"validate_startup_idea","title":"validate_startup_idea","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_tech_stack_recommendation","description":"Get AI-powered tech stack recommendations for a project.\n                \nReturns recommended:\n- Frontend framework\n- Backend framework\n- Database\n- Infrastructure\n- Additional services","inputSchema":{"type":"object","required":["idea"],"properties":{"idea":{"type":"string"},"sector":{"type":"string","default":"Technology"}}},"logicalName":"get_tech_stack_recommendation","displayName":"get_tech_stack_recommendation","title":"get_tech_stack_recommendation","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"check_api_health","description":"Check if the Autoflowly API is healthy and responding.","inputSchema":{"type":"object","properties":{}},"logicalName":"check_api_health","displayName":"check_api_health","title":"check_api_health","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_apps","description":"List the user's Autoflowly apps. Each app is a built MVP that can be operated by an AI team. Returns name, type, status, live preview URL, how many agents are staffed, and how many items need the user's approval.","inputSchema":{"type":"object","properties":{}},"logicalName":"list_apps","displayName":"list_apps","title":"list_apps","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"staff_app","description":"Put an AI team onto an app — hire a recommended 'starter' team of agents that operate the app (handle its inbox, propose actions, run tasks). Use after an app is built when the user wants agents working on it.","inputSchema":{"type":"object","required":["app_id","starter_id"],"properties":{"app_id":{"type":"string"},"starter_id":{"type":"string"}}},"logicalName":"staff_app","displayName":"staff_app","title":"staff_app","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"start_loop","description":"Start a goal-pursuing autonomous loop on an app: the user enters a goal and the app's hired agent advances it one step per cadence (with approval-gated actions) until the goal is met or max_iterations is reached.","inputSchema":{"type":"object","required":["app_id","goal"],"properties":{"goal":{"type":"string","minLength":4},"app_id":{"type":"string"},"cadence":{"type":"string"},"max_iterations":{"type":"integer","maximum":500,"minimum":1}}},"logicalName":"start_loop","displayName":"start_loop","title":"start_loop","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_loops","description":"List the user's autonomous loops across all apps, with each loop's goal, status and iteration progress.","inputSchema":{"type":"object","properties":{}},"logicalName":"list_loops","displayName":"list_loops","title":"list_loops","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"business_dashboard","description":"How is the user's business doing right now? One glance across all their apps: how many decisions are waiting on them, plus this week's real transactions and revenue. Use this first when they ask 'how's my business', 'what's happening', or 'anything I need to do'.","inputSchema":{"type":"object","properties":{}},"logicalName":"business_dashboard","displayName":"business_dashboard","title":"business_dashboard","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"business_pulse","description":"This week's real activity for ONE app: number of orders/bookings/etc., revenue, and anything that needs attention — read from the app's own live data (demo rows excluded). Use when the user asks about a specific app. Get the app_id from list_apps.","inputSchema":{"type":"object","required":["app_id"],"properties":{"app_id":{"type":"string"}}},"logicalName":"business_pulse","displayName":"business_pulse","title":"business_pulse","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_approvals","description":"The user's decision queue — actions the AI team has proposed and is waiting for the owner to approve or reject (refunds, replies, record changes, messages to customers). Each item has an id, what it will do, which agent proposed it, and a risk level. Show these when the user asks what needs their approval or decision.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","maximum":200,"minimum":1},"app_id":{"type":"string"},"status":{"enum":["pending","approved","rejected"],"type":"string"}}},"logicalName":"list_approvals","displayName":"list_approvals","title":"list_approvals","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"decide_approval","description":"Approve or reject one pending item by its approval_id. On approve, the AI team immediately carries out the attached action (e.g. sends the refund, posts the reply). Confirm the item with the user before approving anything with a non-low risk level. Get the approval_id from list_approvals.","inputSchema":{"type":"object","required":["approval_id","approved"],"properties":{"notes":{"type":"string"},"approved":{"type":"boolean"},"approval_id":{"type":"string"}}},"logicalName":"decide_approval","displayName":"decide_approval","title":"decide_approval","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_incidents","description":"Apps that hit trouble and may need the owner's attention (failed builds, errors). Each incident has a severity, the app it affects, and how many times it happened. Use when the user asks if anything is broken or wrong.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","maximum":200,"minimum":1},"status":{"enum":["open","resolved"],"type":"string"}}},"logicalName":"list_incidents","displayName":"list_incidents","title":"list_incidents","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"team_activity","description":"What the user's AI team actually produced over the last N days — per agent: how much it proposed, how much was approved, done, failed, and still pending — plus a short 'waiting for you' list. 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Each branch has its own live preview once activated.","inputSchema":{"type":"object","required":["app_id"],"properties":{"app_id":{"type":"string"}}},"logicalName":"list_branches","displayName":"list_branches","title":"list_branches","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"create_branch","description":"Fork an app's current files into a new named branch, so risky or experimental changes can be tried without touching what's live. Cheap — no preview pod is created until the branch is activated.","inputSchema":{"type":"object","required":["app_id","name"],"properties":{"name":{"type":"string","maxLength":80,"minLength":1},"app_id":{"type":"string"}}},"logicalName":"create_branch","displayName":"create_branch","title":"create_branch","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"activate_branch","description":"Spin up (or reconnect to) a branch's own live preview, separate from the app's live URL, so its changes can be viewed independently. Reversible and idempotent.","inputSchema":{"type":"object","required":["app_id","branch_id"],"properties":{"app_id":{"type":"string"},"branch_id":{"type":"string"}}},"logicalName":"activate_branch","displayName":"activate_branch","title":"activate_branch","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"delete_branch","description":"Tear down a branch's preview and mark it abandoned. Does not affect the live app or any other branch.","inputSchema":{"type":"object","required":["app_id","branch_id"],"properties":{"app_id":{"type":"string"},"branch_id":{"type":"string"}}},"logicalName":"delete_branch","displayName":"delete_branch","title":"delete_branch","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"create_agent","description":"Create a custom AI agent (a configurable assistant with its own persona/system prompt and model). Use when the user wants to build a chatbot or assistant rather than a full app.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string","minLength":1},"model":{"type":"string"},"system_prompt":{"type":"string"}}},"logicalName":"create_agent","displayName":"create_agent","title":"create_agent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"chat_with_agent","description":"Send a message to one of the user's custom agents and get its reply. 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