DocsStartShowcaseShowcaseReal projects from the community. See what people are building with Moltbot.**Want to be featured?** Share your project in [#showcase on Discord](https://discord.gg/clawd) or [tag @moltbot on X](https://x.com/moltbot).π₯ Moltbot in Action Full setup walkthrough (28m) by VelvetShark.</div><p><a href="https://www.youtube.com/watch?v=SaWSPZoPX34" target=_blank rel=noopener>Watch on YouTube</a></p><div style={{ position: "relative", paddingbottom: "56.25%", height: 0, overflow: "hidden", borderradius: 16, }}><iframe src=https://www.youtube-nocookie.com/embed/mMSKQvlmFuQ title="Moltbot showcase video" style={{ position: "absolute", top: 0, left: 0, width: "100%", height: "100%" }} frameborder=0 loading=lazy allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></div><p><a href="https://www.youtube.com/watch?v=mMSKQvlmFuQ" target=_blank rel=noopener>Watch on YouTube</a></p><div style={{ position: "relative", paddingbottom: "56.25%", height: 0, overflow: "hidden", borderradius: 16, }}><iframe src=https://www.youtube-nocookie.com/embed/5kkIJNUGFho title="Moltbot community showcase" style={{ position: "absolute", top: 0, left: 0, width: "100%", height: "100%" }} frameborder=0 loading=lazy allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></div><p><a href="https://www.youtube.com/watch?v=5kkIJNUGFho" target=_blank rel=noopener>Watch on YouTube</a></p><h2>π Fresh from Discord<span class="hx:absolute hx:-mt-20" id=-fresh-from-discord></span> <a href=#-fresh-from-discord class=subheading-anchor aria-label="Permalink for this section"></a></h2><cardgroup cols={2}><card title="PR Review β Telegram Feedback" icon=code-pull-request href=https://x.com/i/status/2010878524543131691>**@bangnokia** β’ `review` `github` `telegram`<p>OpenCode finishes the change β opens a PR β Moltbot reviews the diff and replies in Telegram with βminor suggestionsβ plus a clear merge verdict (including critical fixes to apply first).</p><img src=https://openclawlab.com/assets/showcase/pr-review-telegram.jpg alt="Moltbot PR review feedback delivered in Telegram"> </card><card title="Wine Cellar Skill in Minutes" icon=wine-glass href=https://x.com/i/status/2010916352454791216>**@prades_maxime** β’ `skills` `local` `csv`<p>Asked βRobbyβ (@moltbot) for a local wine cellar skill. It requests a sample CSV export + where to store it, then builds/tests the skill fast (962 bottles in the example).</p><img src=https://openclawlab.com/assets/showcase/wine-cellar-skill.jpg alt="Moltbot building a local wine cellar skill from CSV"> </card><card title="Tesco Shop Autopilot" icon=cart-shopping href=https://x.com/i/status/2009724862470689131>**@marchattonhere** β’ `automation` `browser` `shopping`<p>Weekly meal plan β regulars β book delivery slot β confirm order. No APIs, just browser control.</p><img src=https://openclawlab.com/assets/showcase/tesco-shop.jpg alt="Tesco shop automation via chat"> </card><card title="SNAG Screenshot-to-Markdown" icon=scissors href=https://github.com/am-will/snag>**@am-will** β’ `devtools` `screenshots` `markdown`<p>Hotkey a screen region β Gemini vision β instant Markdown in your clipboard.</p><img src=https://openclawlab.com/assets/showcase/snag.png alt="SNAG screenshot-to-markdown tool"> </card><card title="Agents UI" icon=window-maximize href=https://releaseflow.net/kitze/agents-ui>**@kitze** β’ `ui` `skills` `sync`<p>Desktop app to manage skills/commands across Agents, Claude, Codex, and Moltbot.</p><img src=https://openclawlab.com/assets/showcase/agents-ui.jpg alt="Agents UI app"> </card><card title="Telegram Voice Notes (papla.media)" icon=microphone href=https://papla.media/docs>**Community** β’ `voice` `tts` `telegram`<p>Wraps papla.media TTS and sends results as Telegram voice notes (no annoying autoplay).</p><img src=https://openclawlab.com/assets/showcase/papla-tts.jpg alt="Telegram voice note output from TTS"> </card><card title=CodexMonitor icon=eye href=https://clawdhub.com/odrobnik/codexmonitor>**@odrobnik** β’ `devtools` `codex` `brew`<p>Homebrew-installed helper to list/inspect/watch local OpenAI Codex sessions (CLI + VS Code).</p><img src=https://openclawlab.com/assets/showcase/codexmonitor.png alt="CodexMonitor on ClawdHub"> </card><card title="Bambu 3D Printer Control" icon=print href=https://clawdhub.com/tobiasbischoff/bambu-cli>**@tobiasbischoff** β’ `hardware` `3d-printing` `skill`<p>Control and troubleshoot BambuLab printers: status, jobs, camera, AMS, calibration, and more.</p><img src=https://openclawlab.com/assets/showcase/bambu-cli.png alt="Bambu CLI skill on ClawdHub"> </card><card title="Vienna Transport (Wiener Linien)" icon=train href=https://clawdhub.com/hjanuschka/wienerlinien>**@hjanuschka** β’ `travel` `transport` `skill`<p>Real-time departures, disruptions, elevator status, and routing for Vienna’s public transport.</p><img src=https://openclawlab.com/assets/showcase/wienerlinien.png alt="Wiener Linien skill on ClawdHub"> </card><card title="ParentPay School Meals" icon=utensils href=#>**@George5562** β’ `automation` `browser` `parenting`<p>Automated UK school meal booking via ParentPay. Uses mouse coordinates for reliable table cell clicking.</card></p><card title="R2 Upload (Send Me My Files)" icon=cloud-arrow-up href=https://clawdhub.com/skills/r2-upload>**@julianengel** β’ `files` `r2` `presigned-urls`<p>Upload to Cloudflare R2/S3 and generate secure presigned download links. Perfect for remote Moltbot instances.</card></p><card title="iOS App via Telegram" icon=mobile href=#>**@coard** β’ `ios` `xcode` `testflight`<p>Built a complete iOS app with maps and voice recording, deployed to TestFlight entirely via Telegram chat.</p><img src=https://openclawlab.com/assets/showcase/ios-testflight.jpg alt="iOS app on TestFlight"> </card><card title="Oura Ring Health Assistant" icon=heart-pulse href=#>**@AS** β’ `health` `oura` `calendar`<p>Personal AI health assistant integrating Oura ring data with calendar, appointments, and gym schedule.</p><img src=https://openclawlab.com/assets/showcase/oura-health.png alt="Oura ring health assistant"> </card><card title="Kev's Dream Team (14+ Agents)" icon=robot href=https://github.com/adam91holt/orchestrated-ai-articles>**@adam91holt** β’ `multi-agent` `orchestration` `architecture` `manifesto`<p>14+ agents under one gateway with Opus 4.5 orchestrator delegating to Codex workers. Comprehensive <a href=https://github.com/adam91holt/orchestrated-ai-articles target=_blank rel=noopener>technical write-up</a> covering the Dream Team roster, model selection, sandboxing, webhooks, heartbeats, and delegation flows. <a href=https://github.com/adam91holt/clawdspace target=_blank rel=noopener>Clawdspace</a> for agent sandboxing. <a href=https://adams-ai-journey.ghost.io/2026-the-year-of-the-orchestrator/ target=_blank rel=noopener>Blog post</a>.</card></p><card title="Linear CLI" icon=terminal href=https://github.com/Finesssee/linear-cli>**@NessZerra** β’ `devtools` `linear` `cli` `issues`<p>CLI for Linear that integrates with agentic workflows (Claude Code, Moltbot). Manage issues, projects, and workflows from the terminal. First external PR merged!</card></p><card title="Beeper CLI" icon=message href=https://github.com/blqke/beepcli>**@jules** β’ `messaging` `beeper` `cli` `automation`<p>Read, send, and archive messages via Beeper Desktop. Uses Beeper local MCP API so agents can manage all your chats (iMessage, WhatsApp, etc.) in one place.</card></p></cardgroup><h2>π€ Automation & Workflows<span class="hx:absolute hx:-mt-20" id=-automation--workflows></span> <a href=#-automation--workflows class=subheading-anchor aria-label="Permalink for this section"></a></h2><cardgroup cols={2}><card title="Winix Air Purifier Control" icon=wind href=https://x.com/antonplex/status/2010518442471006253>**@antonplex** β’ `automation` `hardware` `air-quality`<p>Claude Code discovered and confirmed the purifier controls, then Moltbot takes over to manage room air quality.</p><img src=https://openclawlab.com/assets/showcase/winix-air-purifier.jpg alt="Winix air purifier control via Moltbot"> </card><card title="Pretty Sky Camera Shots" icon=camera href=https://x.com/signalgaining/status/2010523120604746151>**@signalgaining** β’ `automation` `camera` `skill` `images`<p>Triggered by a roof camera: ask Moltbot to snap a sky photo whenever it looks pretty β it designed a skill and took the shot.</p><img src=https://openclawlab.com/assets/showcase/roof-camera-sky.jpg alt="Roof camera sky snapshot captured by Moltbot"> </card><card title="Visual Morning Briefing Scene" icon=robot href=https://x.com/buddyhadry/status/2010005331925954739>**@buddyhadry** β’ `automation` `briefing` `images` `telegram`<p>A scheduled prompt generates a single “scene” image each morning (weather, tasks, date, favorite post/quote) via a Moltbot persona.</card></p><card title="Padel Court Booking" icon=calendar-check href=https://github.com/joshp123/padel-cli>**@joshp123** β’ `automation` `booking` `cli`<p>Playtomic availability checker + booking CLI. Never miss an open court again.</p><img src=https://openclawlab.com/assets/showcase/padel-screenshot.jpg alt="padel-cli screenshot"> </card><card title="Accounting Intake" icon=file-invoice-dollar>**Community** β’ `automation` `email` `pdf`<p>Collects PDFs from email, preps documents for tax consultant. Monthly accounting on autopilot.</card></p><card title="Couch Potato Dev Mode" icon=couch href=https://davekiss.com>**@davekiss** β’ `telegram` `website` `migration` `astro`<p>Rebuilt entire personal site via Telegram while watching Netflix β Notion β Astro, 18 posts migrated, DNS to Cloudflare. Never opened a laptop.</card></p><card title="Job Search Agent" icon=briefcase>**@attol8** β’ `automation` `api` `skill`<p>Searches job listings, matches against CV keywords, and returns relevant opportunities with links. Built in 30 minutes using JSearch API.</card></p><card title="Jira Skill Builder" icon=diagram-project href=https://x.com/jdrhyne/status/2008336434827002232>**@jdrhyne** β’ `automation` `jira` `skill` `devtools`<p>Moltbot connected to Jira, then generated a new skill on the fly (before it existed on ClawdHub).</card></p><card title="Todoist Skill via Telegram" icon=list-check href=https://x.com/iamsubhrajyoti/status/2009949389884920153>**@iamsubhrajyoti** β’ `automation` `todoist` `skill` `telegram`<p>Automated Todoist tasks and had Moltbot generate the skill directly in Telegram chat.</card></p><card title="TradingView Analysis" icon=chart-line>**@bheem1798** β’ `finance` `browser` `automation`<p>Logs into TradingView via browser automation, screenshots charts, and performs technical analysis on demand. No API neededβjust browser control.</card></p><card title="Slack Auto-Support" icon=slack>**@henrymascot** β’ `slack` `automation` `support`<p>Watches company Slack channel, responds helpfully, and forwards notifications to Telegram. Autonomously fixed a production bug in a deployed app without being asked.</card></p></cardgroup><h2>π§ Knowledge & Memory<span class="hx:absolute hx:-mt-20" id=-knowledge--memory></span> <a href=#-knowledge--memory class=subheading-anchor aria-label="Permalink for this section"></a></h2><cardgroup cols={2}><card title="xuezh Chinese Learning" icon=language href=https://github.com/joshp123/xuezh>**@joshp123** β’ `learning` `voice` `skill`<p>Chinese learning engine with pronunciation feedback and study flows via Moltbot.</p><img src=https://openclawlab.com/assets/showcase/xuezh-pronunciation.jpeg alt="xuezh pronunciation feedback"> </card><card title="WhatsApp Memory Vault" icon=vault>**Community** β’ `memory` `transcription` `indexing`<p>Ingests full WhatsApp exports, transcribes 1k+ voice notes, cross-checks with git logs, outputs linked markdown reports.</card></p><card title="Karakeep Semantic Search" icon=magnifying-glass href=https://github.com/jamesbrooksco/karakeep-semantic-search>**@jamesbrooksco** β’ `search` `vector` `bookmarks`<p>Adds vector search to Karakeep bookmarks using Qdrant + OpenAI/Ollama embeddings.</card></p><card title="Inside-Out-2 Memory" icon=brain>**Community** β’ `memory` `beliefs` `self-model`<p>Separate memory manager that turns session files into memories β beliefs β evolving self model.</card></p></cardgroup><h2>ποΈ Voice & Phone<span class="hx:absolute hx:-mt-20" id=-voice--phone></span> <a href=#-voice--phone class=subheading-anchor aria-label="Permalink for this section"></a></h2><cardgroup cols={2}><card title="Clawdia Phone Bridge" icon=phone href=https://github.com/alejandroOPI/clawdia-bridge>**@alejandroOPI** β’ `voice` `vapi` `bridge`<p>Vapi voice assistant β Moltbot HTTP bridge. Near real-time phone calls with your agent.</card></p><card title="OpenRouter Transcription" icon=microphone href=https://clawdhub.com/obviyus/openrouter-transcribe>**@obviyus** β’ `transcription` `multilingual` `skill`<p>Multi-lingual audio transcription via OpenRouter (Gemini, etc). Available on ClawdHub.</card></p></cardgroup><h2>ποΈ Infrastructure & Deployment<span class="hx:absolute hx:-mt-20" id=-infrastructure--deployment></span> <a href=#-infrastructure--deployment class=subheading-anchor aria-label="Permalink for this section"></a></h2><cardgroup cols={2}><card title="Home Assistant Add-on" icon=home href=https://github.com/ngutman/moltbot-ha-addon>**@ngutman** β’ `homeassistant` `docker` `raspberry-pi`<p>Moltbot gateway running on Home Assistant OS with SSH tunnel support and persistent state.</card></p><card title="Home Assistant Skill" icon=toggle-on href=https://clawdhub.com/skills/homeassistant>**ClawdHub** β’ `homeassistant` `skill` `automation`<p>Control and automate Home Assistant devices via natural language.</card></p><card title="Nix Packaging" icon=snowflake href=https://github.com/moltbot/nix-moltbot>**@moltbot** β’ `nix` `packaging` `deployment`<p>Batteries-included nixified Moltbot configuration for reproducible deployments.</card></p><card title="CalDAV Calendar" icon=calendar href=https://clawdhub.com/skills/caldav-calendar>**ClawdHub** β’ `calendar` `caldav` `skill`<p>Calendar skill using khal/vdirsyncer. Self-hosted calendar integration.</card></p></cardgroup><h2>π Home & Hardware<span class="hx:absolute hx:-mt-20" id=-home--hardware></span> <a href=#-home--hardware class=subheading-anchor aria-label="Permalink for this section"></a></h2><cardgroup cols={2}><card title="GoHome Automation" icon=house-signal href=https://github.com/joshp123/gohome>**@joshp123** β’ `home` `nix` `grafana`<p>Nix-native home automation with Moltbot as the interface, plus beautiful Grafana dashboards.</p><img src=https://openclawlab.com/assets/showcase/gohome-grafana.png alt="GoHome Grafana dashboard"> </card><card title="Roborock Vacuum" icon=robot href=https://github.com/joshp123/gohome/tree/main/plugins/roborock>**@joshp123** β’ `vacuum` `iot` `plugin`<p>Control your Roborock robot vacuum through natural conversation.</p><img src=https://openclawlab.com/assets/showcase/roborock-screenshot.jpg alt="Roborock status"></card></cardgroup><h2>π Community Projects<span class="hx:absolute hx:-mt-20" id=-community-projects></span> <a href=#-community-projects class=subheading-anchor aria-label="Permalink for this section"></a></h2><cardgroup cols={2}><card title="StarSwap Marketplace" icon=star href=https://star-swap.com/>**Community** β’ `marketplace` `astronomy` `webapp`<p>Full astronomy gear marketplace. Built with/around the Moltbot ecosystem.</card></p></cardgroup><hr><h2>Submit Your Project<span class="hx:absolute hx:-mt-20" id=submit-your-project></span> <a href=#submit-your-project class=subheading-anchor aria-label="Permalink for this section"></a></h2><p>Have something to share? We’d love to feature it!</p><steps><step title="Share It">Post in [#showcase on Discord](https://discord.gg/clawd) or [tweet @moltbot](https://x.com/moltbot) </step><step title="Include Details">Tell us what it does, link to the repo/demo, share a screenshot if you have one </step><step title="Get Featured">We'll add standout projects to this page</step></steps></div><div class=hx:mt-16></div><div class="hx:mb-8 hx:flex hx:items-center hx:border-t hx:pt-8 hx:border-gray-200 hx:dark:border-neutral-800 hx:contrast-more:border-neutral-400 hx:dark:contrast-more:border-neutral-400 hx:print:hidden"><a href=https://openclawlab.com/docs/start/setup/ title=Setup class="hx:flex hx:max-w-[50%] hx:items-center hx:gap-1 hx:py-4 hx:text-base hx:font-medium hx:text-gray-600 hx:transition-colors [word-break:break-word] hx:hover:text-primary-600 hx:dark:text-gray-300 hx:md:text-lg hx:ltr:pr-4 hx:rtl:pl-4"><svg class="hx:inline hx:h-5 hx:shrink-0 hx:ltr:rotate-180" fill="none" viewBox="0 0 24 24" 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