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Featured matches
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The fastest way to map and streamline inefficient workflowsOpen
Michael Adair🙏 5 karmaDec 1, 2025@RapidMap - powered by LeanifyVery good. I like it -
CorpusIQ delivers fast, accurate, and AI-powered insights by connecting all your business data in one place. It's an excellent tool for making smarter decisions with confidence and saving valuable time. -
AgentSwarms — Our Biggest Release Yet: 100+ Executable Framework Notebooks, Voice Agents, Website Embeds & More TL;DR — what's new: -103 executable, in-browser notebooks across 9 agent frameworks — no setup, run every cell live. -Voice agents you build with speech-to-text + text-to-speech and talk to right in the browser. -Website embeds — drop a standalone agent or a multi-agent task bot onto your own site with one iframe. -30 interactive field-engineering blogs + 25 interactive presentation decks -9 hands-on failure-mode labs + a 38-cell failure-modes notebook covering 12 real production failures -17 free, no-login interactive AI tools -Detailed swarm execution traces — tokens, cost, latency, every handoff -20 runnable industry templates AgentSwarms is a learn-by-building platform for Agentic AI: build, run, test, and ship AI agents and multi-agent swarms — and actually learn the frameworks by running real code, not reading about it. This is our largest update to date. Here's everything that's new. 1. Framework-specific notebooks with executable cells — learn every major agent framework by running it We shipped 103 notebooks with live, editable cells that execute right in your browser — zero installs, zero API keys to wrangle. There are dedicated, in-depth tracks for OpenAI Agents SDK, Google ADK, LlamaIndex, Mastra, LangChain, LangGraph.js, and AWS Strands SDK — plus Vercel AI SDK and VoltAgent. Each track walks the whole arc: fundamentals → typed tools → multi-agent handoffs → memory → guardrails → evaluation, with clear, beginner-friendly explanations next to code you can change and re-run. Start here: https://agentswarms.fyi/notebooks 2. Build voice agents with TTS + STT — give any agent a voice and talk to it You can now turn any agent into a voice agent using a speech-to-text → LLM → text-to-speech pipeline, pick from 11 studio voices, and talk to it live in the Voice Playground — tap the mic, speak, and hear it answer back. Fork a ready-made sample to get started in seconds. Because voice runs on the same engine as chat, your tools, RAG, memory, and guardrails all carry straight over. Try it: https://agentswarms.fyi/voice-playground 3. Build an AI backend and embed agents + multi-agent task bots on your website Ship what you build. Embeds turns any agent or swarm into a widget you paste into your own site with a single iframe — no backend to stand up. Choose an Agent embed (a streaming chat panel that answers with the agent's full brain) or a Swarm embed (a run-and-return task bot where a whole multi-agent workflow executes server-side and returns the result). Every embed gets domain-locked API keys, a per-embed daily request cap, and serves anonymous visitors with no login. Details: https://agentswarms.fyi/docs/embeds 4. New interactive field-engineering blogs and presentations Our library now includes 30 field-engineering blog posts, each with custom interactive visuals you can click through — covering AI agents in financial services, multi-agent simulation, deploying MCP servers to AWS/Azure/GCP, voice agents, security, retrieval, cost control, and framework deep-dives. Alongside them are 25 interactive presentation decks on everything from LLM internals to multi-agent orchestration and LLMOps. Read them: https://agentswarms.fyi/blog 5. A lot more failure-mode labs and notebooks Real agents fail in ways demos never show, so we built the practice ground for it: 9 hands-on failure-mode labs in the swarm canvas that inject a real fault — a coordination deadlock, a cascading error, a runaway loop, a prompt injection — and then grade your fix. They're backed by a 38-cell "Failure Modes Lab" notebook that reproduces 12 production failure modes (hallucinations, sycophancy, RAG poisoning, context rot, cost blow-ups, goal drift, and more) and ships the exact fix for each. Start at https://agentswarms.fyi/learn 6. Free interactive AI tools We added 17 free, no-login browser tools for everyday agent work: a RAG chunking visualizer, prompt-injection tester, semantic chunker, swarm-architecture visualizer, PII redactor, multi-agent token-cost calculator, LLM-as-a-judge builder, tool-schema generator, GraphRAG triplet extractor, synthetic RAG-eval dataset generator, and more. Open and use them instantly: https://agentswarms.fyi/tools 7. Detailed swarm execution traces Every multi-agent run is now fully traced and replayable. Step through each node's inputs and outputs, every tool call and handoff, and read per-run token usage, cost, and latency on a timeline — the raw material for debugging, evals, and cost dashboards. No more guessing why a swarm did what it did. 8. More runnable industry templates We expanded the template library to 20 one-click, runnable industry templates — support triage / knowledge-base agent, research RAG, sales outreach, code reviewer, CRM data cleanser, long-context analysis, and more. Each spins up a working agent or swarm you can run immediately and adapt. Browse them: https://agentswarms.fyi/templates -
Gave it a try, before i used to use Calendly and manually tag them as important. Used some trackers on Appstore but this works just as well if not better, really like it! -
The Most Complete End-to-End MCP for WordPressOpen
Easy MCP AI enables you to do vibe blogging—write, edit, and manage your WordPress site without opening the WordPress admin dashboard. Never let your WordPress site go silent. Conduct content audits, create new posts, optimize existing posts, or perform any task within WordPress easily from anywhere. -

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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! -
I successfully used this app for creating 50k+ LOC commertial projects. It shifts development effort to more thinking in advance and system design. And then straightforward implementation. Are we at the time of making Waterfall methodology great(er) again? -

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Other tools
- Spotlight
SparkVoxLinkedIn
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OpenHello community! 👋 I’m Ibrahim, co-founder of Sentifyd.io. We are super excited to share our platform for creating intelligent, 3D conversational avatars. I’m here to answer any questions you might have—whether it's about training your persona, customization, or integration. I’d love to help you build your first avatar, so feel free to reach out!
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Using Thesys has been a game-changer for us. We can now ship AI features with interactive UIs in a fraction of the time it used to take. It’s simple to use and saves us so much effort.
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AI generator for fantasy maps, character portraits, concept art, and lore names.OpenIt's hard to know the capabilities of this system as only 1 credit—good for 1 generation—is on offer without a subscription. The generated map (Fantasy World / Continent) was nice, but it would be better if other types could be trialled as well. -
Great reader app that allows for importing many articles. I hope the interface can be made to look a bit better. 期待を込めて5星を。
- Didn't find the AI you were looking for?
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I was on an early version of this, and it's been really cool to use with Claude and be able to just send different tasks to my Superlists and organize everything. It's completely changed the way that I do my productivity software.
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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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OpenFree to try, sadly Image Generation is too expensive to be 100% free. I update the info to be more clear about that!
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the body mapping is such an underated feature
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So many SaaS offerings need rethought to be AI/agent first. And the new thinking really start with the simplicity and appropriate costs needed for the "user" being an agent. tny.dev is really a master class in this new thought process. If you need link shortening, it's completely solved here. I've been using it with Claude Desktop, and Claude just "gets" this MCP server, and its free at the relatively infrequent rate I use it. The analytics are awesome and simple to understand. They are the key feature for me.
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Works well and connects with my apps easily. I’m considering using it for daily reports and posts
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The OLD design gave me such nostalgia, i love it!!!!! 100 free tries per day is so good, really like please more!
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AI fills out your PDF forms — then notarizes them by videoOpenUpload your documents and Wellsent fills out your form's fields for you — you review, sign, and download, and we tell you what to notarize or mail. Your info is saved, so next filing we only ask what's missing. Built for liens, permits, immigration paperwork, uncontested divorces, and more. And when a situation needs real legal judgment, we refer you to a trusted partner firm. -
The workspace where memory, agents and creative studios share one canvas.Open -
Generate images, video, and audio with 150+ AI models.Open
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With the AI memory of aiqbee I can build any type of AI context (a Brain) and use it with any LLM model to produce context specific results instead of guess work. I can also combine different brains or use brains from a marketplace to enrich the output quality.
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Waitlist
I'm in early beta and I'm managing to orchestrate my 3 openclaw agents with my 2 claude code sessions. It's cool, maybe this is the future.
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Enable LLMs to search and analyze live social media through natural language.OpenSimple idea, well executed. Makes social data usable inside LLM-based workflows instead of external dashboards
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Build, deploy, and govern autonomous enterprise AI agents with total data sovereignty.OpenAs founder, this was a great product for working on for enterprise teams, and looking forward to more releases
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The interface is pretty good. MCP is quite friendly to Agent. I'm really surprised to find that the interface design itself is also a piece of cake. I'm gonna replace it with typeform and give it a shot.
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I'm using it to significantly reduce time to make high-quality post. it works much better that regular chatgpt/claude
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i would say it gives the mind a sense of clarity
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The fastest way to streamline your client's inefficient workflowsOpen
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From one of our customers: We are running our 15 person VC-backed company right now without a PM. Devplan helps fills that gap for us by generating high-quality user stories that sync in Linear in minutes. What used to take me days of back and forth and refinement I’m now doing in less then a hour.
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Great tool, easy to get started building AI-native apps, and it has a depth of features needed for production usage
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Build plan was highly detailed, and the tool suggested a lot of good new ideas based on my original input. PRD structure is straightforward, and CSV download makes it easy to share and upload to Jira.
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AI-powered preemptive security intelligence for streamlined decision-making.Open
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Really neat, spun up a test agent in minutes and the error logs actually made sense, but I'm curious how it handles a bigger codebase and what pricing looks like once the beta freebies disappear.
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AI-powered 2D map and building generator creating stunning game environments.Open -
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AI-generated themed community maps with cultural flairOpen -
Creates Reforge framework feature maps in tabular format.Open -
Refines articles into summaries and mind maps.Open -
Experience engaging conversations and automation with AI.Open
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Generates interactive maps for literary analysis.Open -
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Assistant for creating educational content.Open -
SEO and digital strategy expert for luxury brandsOpen -
Expert in MEP test creation, promoting critical thinking.Open -
Virtual first-grade teacher in France, engaging and nurturing.Open -
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Microsoft Power Platform Expert GPT, modeled on Steve Mordue's knowledge and personality.Open -
Specialized assistant for MEP engineers, aiding in calculations and system design.Open -
Delivering detailed customer insights for your Ideal Customer Profile.Open -
Create rich, tactical RPG battle maps instantly.Open -
Steer your ML Engineer certification journey on GCP with detailed answers and explanations.Open -
Chat in British politician style, critique policies in simpler language.Open

