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Rohan Ghosh🛠️ 1 tool 🙏 4 karmaMay 12, 2026@AgentSwarmsBuilding multi-agent AI systems shouldn’t require wrestling with messy Python boilerplate, cloud subscription or complex local setups. I built AgentSwarms (AgentSwarms.fyi) to solve this. It’s an interactive, in-browser visual sandbox for learning, building, testing, and orchestrating multi-agent AI workflows. Instead of relying on a single AI chatbot that easily hallucinates, AgentSwarms lets you drag and drop specialized AI agents—like data extractors, code reviewers, and SQL query nodes—to handle complex tasks reliably. Key features for builders: Visual Edge Tracing: Stop guessing why your AI failed. Click any connection line to see the exact JSON data passing between agents in real-time. In-Browser Execution: Powered by local DuckDB WASM. No backend setup required. Enterprise Templates: Test reverse-engineered Agenitic AI architectures for Cybersecurity, Finance, and E-commerce and 10+ industries right on the canvas. If you are tired of black-box AI debugging and want to master Agentic AI orchestration visually, come try the sandbox for free! Let me know what you think of the new execution history features. 🚀 -
Real-time voice translation for meetings, calls, and videosOpen
its a great initiative . i appreciate your each piece of effort. make it more versatile for meeting as note taking also . auto summarise and notes down mom of meeting. if should have transcipt interface as two people are chatting instead of just line by line text. not easy understandable who is spaeking. which line. -
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Turn everyday items into enriching learning experiences.Open
tried this tool and while it wants you to sign up at some point, it does provide some good options whenever you run out of ideas, definitely recommend it -
I would call it a "documentation generator for MCP". Would be great to see support for LM Studio too. Other than that, it looks like this tool already follows the best practices for MCP docs. For example, here is a demo for web scraping with Tavily: https://mcpshowcase.com/p/mcp-server-directory/tavily-mcp-server The docs on how to connect your MCP to different AI assistants are essential, but also a pain to maintain on your own. Also nice to see the auto-generated use cases and sample chats! -
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This is one of those apps that when you use it for the first time, it feels like magic. It is one of the apps that has led to me using it the most every day. It's almost as integral to me now as ChatGPT.
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Great and easy to use chatbot.... It is my personal advisor...
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I tried a chat section. It's pretty cool, I used another company that's very similar to yours but it didn't recognize speech nearly as well as yours does. The only negative feedback I have for you is the web app seems a little bit buggy on my phone sometimes when you click to hold down for speech it doesn't work very well you have to try it a couple times. I like it though I'm going to try it again.
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Excellent chatbot, very functional and easy to teach. It took me a while to vary the prompt, but I ended up getting a great result when I put it through a stress test. I give 4 stars because I think this AI can still improve. In any case I recommend it.
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Every student must try this. It really saves me before final exams.
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Now here's an application where ML can shine. Translation quality is usually excellent, especially if the target language is English. Probably the closest you can get to a decent translation short of hiring a professional translator.
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AI Notebook does what it promises, it's a decent on the go note-taking app. I like the automated tweak of these newer note-taking apps. I can just throw in pdfs, voice memos or youtube videos, and it'll generate all type oof different format like summaries, mind maps or flashcards. Extremely useful for students and professionals as it digest lengthy materials into small chunks of text. Recommended for anyone looking for a no-frills note taker tool
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I've tried to give this thing a chance and the people running it the benefit of the doubt but at this point I give up. I'm 20 bucks in and I can confidently say it's a fucking scam. NO IMPROVEMENTS PAST THE FIRST WEEK. THE AI IS ATROCIOUS AT VOICE RECONGITION. IT keep interrupting my to tell me it's reset it's memory for absolutely no reason at all. All this on top of the fact that the 'system' counts the first second you connect to a bot as a full minute. I'd ask for a refund but I have my doubts there is anyone to ask at this point. What a fucking waste of a genuinely interesting idea.
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Would recommend this to anyone. Writing things down is great, but being able to freely talk about it is even better. It gives you time to get it all out and a lot of times I feel better just by verbalizing issues out loud. I really appreciate that the report from the session reflects everything I've said in a structured way, so I don't have to worry about talking super coherently. It also provides useful insights and recommendations. The whole self-care topic has always sounded like a chore to me but I actually enjoy this.
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Whiteboard by Athena AI is a user-friendly, AI-powered tool that makes digital collaboration seamless. supports real-time brainstorming, and integrates easily with other apps—ideal for teams, educators, and remote learners alike.
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Looks promising. I hope the pricing will be within affordable range
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Interesting LMS. Love that they use AI in all aspects of the learning journey.
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Interesting tool - I still need to experiment a bit but I really liked it. This is what I was looking for when it comes to strengthening my SEO for large language models. It's a bit pricy though.
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🐦 Pounce v2.2 — Multi-Account, Multi-Voice 🚀 Connect All Your Accounts 1. Hunter and Apex plans can now connect multiple X and Reddit accounts and choose exactly which one Pounce acts as. 2. Pick the account for each campaign and session on the fly — switch accounts or connect a brand-new X or Reddit account right where you're working. 3. Share an account across your team: the same X or Reddit account can be connected by multiple Pounce users, with only one session acting as it at a time. 🧠 A Distinct Voice Per Account 1. Every connected X account gets its own writing voice, learned automatically in the background. 2. Replies, DMs, and tweet ideas are all drafted in the voice of the account that's actually sending them — no more one-size-fits-all tone. 3. After you update your writing notes, the refine wizard offers to re-learn your voice so it stays in sync. 🎨 Account-Aware Everywhere 1. Account pickers now run through Tweet Ideas, the followers chart, and Connected Accounts so you can manage and switch between accounts in one click. 2. Smart unfollow, follower stats, and the daily summary email each respect which account an action belongs to. 3. The follower chart now highlights the days you ran a session in amber, so your growth lines up with your effort. 🔒 Connect With Confidence 1. When you connect an X or Reddit account, Pounce reassures you it never auto-posts — with a "Learn more" popover spelling out exactly what it can and can't do with your account.
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Create AI assistants that chat, talk, and answer from your data.OpenHi there, I’m Alix, co-founder of Invent. We’re building the future of Customer Support UX, where humans and AI truly collaborate. Would love to read&hear your thoughts. DM for any questions. We ship fast! -
Extract Wisdom from Any Link -- 6 AI Models, Haiku 4.5 SynthesizedOpenExtract wisdom from YT, websites, PDFs, any link. Multiple models catch what single perspectives miss. Organized thematically. Honest about uncertainty. Built for understanding, not compression. All feedback welcome! -
OpenI tried using it twice at different times but it didn't work. -
Absolutely love this tool! It helps me apply to jobs so quickly and is so easy to use
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It solved a tricky question at the first instance. Although, when I asked this question again, it missed it just by an inch. 4/5, highly recommended.
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Open👋 Karl, Co-founder here. We built IRL PLAYground because we believe a child’s first contact with AI should be ethical, creative, and human-centered. Not a tool that replaces their teachers and play environments, but one that works alongside them to unlock imagination and the potential of learning spaces. This first release focuses on the invisible work teachers carry: lesson planning, materials, classroom flow. Not flashy, but foundational. We didn’t build an MVP. We built the infrastructure of play. And this is just the start. It’s designed to be in classrooms now, and soon we’ll bring it into the home. If you’re a teacher or parent, we’d love your feedback, all ideas welcome. Share to those that need it, and let’s build this together. -
This is hands-down the most engaging language app I’ve ever used. The AI conversations feel real, and the talking avatar makes it fun to practice speaking without anxiety.
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Stop guessing if your photo is good. Get instant, objective feedback.Open -
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Thanks so much, Nick! I really appreciate the feedback! We’re actually working on improving data transparency and adding easier export options soon. Glad you’re enjoying the quick valuations!
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We see so many use cases like conducting workshops, doing role plays, monetizing the content, etc.
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I'd use it myself if I were to learn Italian. :)
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OpenThere's still room for improvement, but overall not bad. It's great for start. Thank you! -
I'm currently testing on iOS and I so very strongly wish I had a web version or Android version as well so that I can use it across all my platforms. Hands down my fav app for news on any device currently.
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It is a Best platform to prepare for Digital SAT Exam.
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This is so cool! Look loved, i made my GF t-pose haha. Keep it going man, really fun!
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If your CRM is an exclusive club, Astra is the bouncer you'd want.
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TutorGPT has been a lifesaver for my math assignments. What I love most is that it doesn't just give the final answer—it provides clear, step-by-step explanations that actually help me understand the logic. It's fast, accurate, and highly recommended for anyone struggling with complex problems!
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Chatted with the fitness coach. I told him details about my goal but only gave very, very vague advice. Also, the voice was SUPER robotic and corny jokes were made. Not my expectation for a fitness instructor.
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Feels like outbound is shifting from manual SDR work to autonomous sales agents. Are your users mostly SaaS founders running their own outbound, or larger sales teams?
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I run my own business on this platform and its very effective, continuously improving, and focused on the human as the orchestrator.
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I really loved this tool for learning DSA , the AI coach is really helpful and the platform provides structured learning paths and questions
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Finally, a productivity tool that doesn't overcomplicate things. Caret's tab-complete works seamlessly across apps — once you get used to it, going back feels impossible. Exactly what macOS was missing.
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No-code AI agent for your website, trained for your business data.Open -
OpenThe best tool for starting your store. No coding, agent-first interaction. -
Instant AI-powered hotel price checker for live rates.Opentool needs work as it was unable to produce any rates from 5 hotels over a 2 day period over a month out. Perhaps the limiting factor of producing results for 1 hotel at a time is a drawback/ As a second tier, it could show those hotels and pricing in a given area for the dates selected. It is up against the likes of Booking,com -
It keeps processing. But doesnt reach anywhere . Tried for 10 minutes for a simple search
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Built with passion. Thanks for your support. - cheers Solo founder :)
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I gave Verve Copilot a fair shot. Used it for about two weeks hoping it would help me prep better for interviews. Honestly? It felt super basic. The responses were slow, generic, and half the time I didn’t even feel like I was in a real interview. More like filling out a survey. 🫠 The UI looked clean, but that’s about it. There was no depth in the feedback, and it didn’t adapt to my answers at all. I kept thinking — is this it? Out of frustration, I tried LockedIn AI (wasn’t expecting much tbh), but man… what a difference. The mock interviews actually felt real, the questions were on point for my role, and the feedback made sense. Even the resume review caught things I hadn’t noticed for months. I don’t usually write reviews, but if someone’s seriously preparing for interviews — skip Verve and go straight to LockedIn. It actually feels like you’re practicing with someone who knows what they’re doing. Verve was more like talking to a voice assistant who’s just... there. 😅
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I am using PreCallAI for outbound calls and got awesome response, latency is very low and easy to start immediately.
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I went on their website, it is not a chatting AI. It is a much worse version of ChatGPT. About all you can do is ask it questions, you can't have a conversation with it. It's pricing is horrible, too. As a free user you get 10 free messages total. You can also pay $9.99/month and get up to 20 messages per 24-hour period. The only plus this AI has over ChatGPT is that it can be used while offline.
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Hi Harry, Thanks for trying Weand.ai and for the honest feedback. I’m sorry it felt limited compared with other companion apps. This is still an early release and a one-person project, so I’m improving it step by step. I’d love to know what features you’d most like to see added.
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Gistr has been a game changer for processing long YouTube videos and PDFs - saves hours and actually helps you retain what you consume.
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Track the Tooth Fairy's magical journey to your house.Open -
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This is a great tool for realtime rendering of text-to-image prompt. Also made a video about it https://www.youtube.com/watch?v=Fj40CnJYrgw
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Great tool for content creation. It automatically finds context on your brand and learns your brand voice
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Try Speak feels much more interactive than traditional language learning apps. I like tools that focus on actually practicing conversation and speaking confidence instead of only memorizing vocabulary lists.
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Next-generation security training featuring deepfakes of your executives.Open -
Preemptive cybersecurity that prevents unknown threats in real-time.Open -
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