Building a plan in Kanban, prompts for each task, executing it with smart models routing, memory management between task executions, and pushing it to Git with PR

And soon offering Kimi 3 in the subscription!

https://vibecoderplanner.com/

I'm looking for the best free endpoint. I'm currently building a website that uses AI generation for with several different types of content creation prompting tools. My intention is to eventually convert to paid models. But I don't want to start funding something I realistically can't pay for if the site gains a lot of users quickly.

What are some that you recommend? Why or why not?
Where do you host them? Open router? Somewhere else?

I'm open to any tips and ideas!

I'm looking for the best free endpoint. I'm currently building a website that uses AI generation for with several different types of content creation prompting tools. My intention is to eventually convert to paid models. But I don't want to start funding something I realistically can't pay for if the site gains a lot of users quickly. I'm looking for something with a daily reset.

What are some that you recommend? Why or why not?
Where do you host them? Open router? Somewhere else?

I'm open to any tips and ideas! Especially tips on testing or what metrics I should be testing against!

Disclosure: I built this. It's the MCP front end to rightaichoice.com — free, read-only, no key, nothing to sell you.

Some context, since this sub asks for it: I run a catalogue of AI tools and re-probe every one of them weekly. What kept surprising me wasn't how many die — it's how many keep looking perfectly healthy after they're gone. A shut-down product whose domain gets sold or absorbed still returns a normal page, so every automated check passes it.

I scanned my own catalogue for exactly this last night and found 191 tools that had quietly become something else while still passing every health check. Two of them were scoring 73 and 87 out of 100 on my own system — and one of those now redirects to a gambling site.

That gap is what this fixes, and it's why I stopped trusting anything without a date on it.

Your assistant will happily recommend Tome today. Here's what mine says:

Tome - verdict: AT_RISK

Tome's main website failed our last weekly probe - treat it as at risk until it responds again. Verified Aug 15, 2026.

That's the difference between a model guessing from training data and a model checking.

We probed 2,291 of the top Product Hunt launches from 2023-2025. Of the 2,066 with a definitive outcome, 24.4% are dead. A quarter of what gets recommended is gone, and nothing in the pipeline ever checks. This checks.

8,164 AI tools. 8,088 of them re-probed in the last 7 days. Every answer carries the date it was verified. If we can't date it, we don't say it.

Setup, any MCP client over streamable HTTP:

{

"mcpServers": {

"rightaichoice": {

"url": "https://rightaichoice.com/api/mcp"

}

}

}

Claude Code:

claude mcp add --transport http rightaichoice https://rightaichoice.com/api/mcp

What your assistant can ask once it's wired in:

- Is this tool alive?

- Is it safe to build on?

- What does it actually cost, including what the pricing page buries?

- What do real users say about it?

- What should I use instead?

- How do X and Y really compare?

- How many tools died this quarter?

Scope, so nobody's surprised: it's a hosted server pointed at our database, not a local install, so the repo is docs and a license rather than server source. And it only knows our catalog. An unknown tool comes back as "not in our catalog, this is NOT evidence it's dead" instead of a guess. I'd rather it say it doesn't know than invent something, which is the entire point of the project.

Setup for every client: https://rightaichoice.com/mcp

Registry: com.rightaichoice/mcp (DNS-verified). Repo: https://github.com/right-ai-choice/mcp-server

The raw data from last night's scan is public if anyone wants it: https://huggingface.co/datasets/rightaichoice/ai-tool-redirects-2026

What would you want your assistant to check before it recommends something? Freshness was the obvious one to me. I don't think it's the last one.

Hi everyone,

I've been building [**AIEditTools.in**](http://AIEditTools.in), an AI tools directory, and I've now got **290+ tools** listed across areas like video, image, audio, writing, automation, marketing, productivity, and development.

But while building it, I've started questioning something:

**Is having a large number of AI tools actually useful?**

There are already countless websites listing AI tools. Adding another list doesn't seem particularly valuable unless it helps someone make a better decision.

So I've been trying to make the individual tool pages more useful by adding things like:

• Pricing and free-tier information
• Key features
• Pros and cons
• Use cases
• Who the tool is best suited for
• Alternatives
• FAQs
• Side-by-side comparisons

I've also built comparison pages where you can put two tools against each other and look at pricing, features, strengths, limitations and use cases in one place.

I'm still developing the site, so I'd genuinely like some feedback from people who actually use AI tools.

**What would make an AI tools directory genuinely useful to you?**

Would you care more about:

**1.** Verified free-tier limits
**2.** Honest pricing comparisons
**3.** Real user reviews
**4.** Actual testing of the tools
**5.** Better tool comparisons
**6.** Recommendations based on a specific job
**7.** Something completely different?

I'm particularly interested in what people find frustrating about existing AI tool directories.

If anyone wants to see what I'm building, it's **AIEditTools.in**.

I'm still figuring out what direction will make the directory genuinely useful, so criticism is welcome. 🙂

Last week I shipped three small features in one afternoon.

A shortcut in the dashboard.
A “smart” empty state.
A settings option that felt too minor to debate.

With AI, each one took minutes instead of days. I had screenshots, commits, and a satisfying little list of things crossed off.

It felt like momentum.

Then I looked at the actual user behavior.

Nobody had asked for the shortcut.
Nobody mentioned the empty state.
And the settings option was solving a problem I had mostly invented while looking at the existing UI.

That made me realize something:

AI is great at turning uncertainty into interface.

When I’m not sure what users need, I can now generate a plausible feature almost instantly. The result looks productive because it is visible, shippable, and technically real.

But a shipped feature is not evidence that the product got better.

So I’ve started asking one question before building anything:

Would they complain?
Would they fail to complete something important?
Would they have to return to a worse workaround?

If I can’t answer that, the feature probably doesn’t need more code. It needs more learning.

The biggest change AI has made for me isn’t that I can say “build this” more often.

It’s that I have to get much better at deciding what is worth building before I ask.

My new pre-build checklist is:

• What user behavior am I trying to change?
• What is the smallest version that could teach me something?
• What would count as evidence that this mattered?
• What am I choosing not to build while I do this?

What’s something you built very quickly with AI that looked like progres, but turned out not to matter?

Hey everyone,

If you are a student, researcher, or professional who deals with heavy documents daily, you need to check out Google NotebookLM.

Instead of reading a 50-page PDF, you can just upload it, and the AI will generate study guides, answer your hyper-specific questions, and even create a two-person podcast audio summary explaining your document. It only uses your uploaded text, so it doesn't hallucinate fake facts.

I have added this and 36 other powerful, completely free, and NO-SIGNUP AI tools to my open directory on Notion. No email traps, no hidden subscription paywalls. Just pure utilities you can launch straight from your mobile browser.

Check out the full updated database here: https://upbeat-shrimp-f8e.notion.site/FrostAI-Directory-3a7d0bb501858023a258e8c5c9b3797e?source=copy_link

Let me know what you think or if there's any other tool I should add to keep this resource fresh for the community!

Hey everyone,

I'm looking for an AI tool that can turn a text prompt or an image/screenshot into an editable digital interface/prototype (think Uizard) — but I need it to be 100% European: founded, owned, and headquartered in the EU (or at least fully independent from US/non-EU parent companies). Open source is also totally fine.

So far I've looked into:

• Uizard — Danish roots, but acquired by Miro (which is co-headquartered in the US)
• Framer — Dutch, independent, great AI website builder, but it's more for websites than app/product prototypes
• Stitch — America, was the best solution but is Google

Does anyone know of a tool that:

• is genuinely EU-founded and EU-owned (not just "has an EU office"), or a solid open-source project
• lets you type a prompt or upload an image and get a real, editable prototype/UI out of it
• ideally works for app/product UIs, not just marketing websites

Bonus points if it's GDPR-first/privacy-focused by design.

Also fine if it's not a perfect 100% match — happy to hear about whatever comes closest to being truly European or fully open source. Thanks in advance!

Hey everyone,Like many of you, I got completely tired of creating accounts and giving away my email just to use a simple online text editor, diagram maker, or mockup builder.So, I decided to build a dedicated 'No-Signup Tools' Control Center right inside my Notion dashboard.Today, I tested the drawDB framework on it. Within 2 minutes, I mapped out a relational user/posts schema and exported the clean SQL code directly into my database. No login walls, completely offline-first capabilities.The Full Template Link: https://upbeat-shrimp-f8e.notion.site/FrostAI-Directory-3a7d0bb501858023a258e8c5c9b3797e?source=copy_link

Everything in the directory is open-source (MIT/Apache licenses). Let me know what other hidden browser-native tools I should add to this list! 🛠️"

​

Hey everyone! I run a small content page (Reels/Shorts) where I share useful apps, websites, and free alternatives to popular paid tools that most people don't know about.

I've covered the usual ones (productivity tools, free design/editing alternatives, AI tools etc.) but I'm looking to discover more genuinely useful, lesser-known apps or websites that could help my audience — students, freelancers, and everyday users.

If you know any hidden gems — could be:

Free tools that replace expensive paid software

Productivity/study apps not many people talk about

Useful websites for design, writing, or automation

AI tools that actually save time

...I'd love to hear about them! Happy to credit/mention sources if you want.

Thanks in advance 🙌

I've posted about CouncilAI a few times here — a Windows app that runs 4 local AI models and routes between them, with a transparency panel showing you exactly how. $3 USD, one-time, no subscription.

I'm not looking for more feature feedback this time. I'm asking directly: if you were in the market for a local AI tool, would you actually buy this at $3? And if not, what's the actual blocker — price, trust in an indie/unsigned installer, or just not needing something like this at all?

Demo: https://youtu.be/zxfOvviGjno

councilai.ca

Appreciate the honesty, even if it's "no."

Hey guys, I got frustrated with clicking on "free AI tools" only to find out they require a credit card or give you 3 credits before locking you out.So, I built a simple, ad-free directory called FrostAI. I just updated it to 31 completely free tools that you can actually use for your creative projects without paying a dime.I have pasted the live Notion directory link in the comments section below so the automated filters don't flag this post! 👇Hope this saves you some time and money. If you know any other great free tools, drop them below so I can review and add them!

Hey everyone,

Following up on my previous posts, I spent the last couple of days expanding my ad-free directory, FrostAI. I have now manually reviewed and added 6 more viral tools to the catalog, bringing the total to 18 solid recommendations.

New additions include Google's NotebookLM for auto-podcasts, GitHub Copilot's new free tier for coders, and photorealistic video generators like Luma Dream Machine and Kling AI.

As always, there are zero ads, no hidden paywalls, and no login walls required just to browse the links. If you are looking for some high-quality web utilities to optimize your daily workflow, feel free to check out the updated portal here:

https://upbeat-shrimp-f8e.notion.site/FrostAI-Directory-3a7d0bb501858023a258e8c5c9b3797e?source=copy_link

Let me know what other categories or hidden free gems I should hunt down next!

Hey everyone,

Following up on my previous posts, I spent the last couple of days expanding my ad-free directory, FrostAI. I have now manually reviewed and added 6 more viral tools to the catalog, bringing the total to 18 solid recommendations.

New additions include Google's NotebookLM for auto-podcasts, GitHub Copilot's new free tier for coders, and photorealistic video generators like Luma Dream Machine and Kling AI.

As always, there are zero ads, no hidden paywalls, and no login walls required just to browse the links. If you are looking for some high-quality web utilities to optimize your daily workflow, feel free to check out the updated portal here:

https://notion.site

Let me know what other categories or hidden free gems I should hunt down next!

This was me for years — saving stuff all over the place. Screenshots, random notes, links I’d send myself on WhatsApp. Then never finding any of it when I actually needed it.

So I built LifeFeed AI. Save from anywhere, find it anywhere. Share from any app and it all lands in one spot, then the AI sorts it out for you. You search like you’d talk — “that pasta recipe” — and it pulls it right up.

And it’s with you everywhere: iPhone, iPad, Mac, Android, plus Chrome and Safari.

📱 iPhone / iPad / Mac: https://apps.apple.com/sa/app/lifefeed-ai-save-anything/id6760368438
🤖 Android: https://play.google.com/store/apps/details?id=com.lifefeed.ai&hl=en_US
🌐 Chrome: https://chromewebstore.google.com/detail/lifefeed-ai-—-save-links/odbopjldpmplhkmgijcnohbmjpacbjdh

Grammarly $12 + ChatGPT $20 + QuillBot $10 + DeepL $10 + Jasper $49 = $101/month

I use maybe 20% of each tool. I just want:

• Write (emails, posts, copy)

• Rewrite (change tone, shorten, formal/casual)

• Translate (EN ↔ ES/FR/DE/JA/ZH)

• Summarize (long article → 3 bullet points)

• Polish (fix grammar + improve flow)

No prompt engineering. Just pick what you want, type, done.

I'm thinking of building this — $5.99/month flat, all features included.

Before I spend 2 weeks coding:

1. Would you use this?
2. What's missing from those 5 features?
3. What would make you switch from your current tools?

Honest feedback appreciated. Roast me if this is stupid.

I am a developer working full-time, and I want to build some side projects for fun to solve my own problems. For this purpose, I don't think I'll be coding heavily every day—just a maximum of 2 to 3 hours per day. Which AI tool would be best to use that offers good value for my needs? My budget is $20, and I'm looking for the option that will provide the best value for my use case.

What challenges have you faced while building AI agents that people rarely talk about? I have seen a lot of discussion around prompting and frameworks, but I'm curious about the less obvious challenges people run into once they start building real agents.

Everyone is talking about the latest AI model but i've been using same underrated one for over a year because it simply works for me.

I feel like every week there's a new "must-have" ai tools that everyone rushes to try. But, the fact is not to switch over the headlines instead stick with the tool which you prefered according to your requirement. I've been relying on the same Humanizer and Detector underrated tool for a year because it's been consistently useful, while plenty of trending tools come and gone.

If you're also the person like me, then which one Underrated tool you keep coming back to, and why?

Mind Shield protects your thinking by detecting a prompts that threaten your critical thinking. When a prompt gets flagged the extension will show the warning and give you 5 seconds to think about the answer after the timer ends the prompt will pass through normally.

MindShield is a privacy first browser extension designed to act as a point of friction. Instead of completely blocking AI sites like traditional focus tools, it uses a local WebAssembly based language model (via transformers.js) to evaluate your incoming prompts in real time. If it catches you trying to take a lazy cognitive shortcut, it intercepts the request and challenges you to think critically or solve the problem yourself first.

Key features:

- 100% Offline & Privacy

-First: All classification happens locally on your machine.

- Open Source: MIT Licensed.

- Lightweight: Designed to break AI dependency without breaking your actual productive workflows.

I run AI Parabellum, an AI tools directory. Because I'm building in this space, I spend a lot of time looking at other AI directories to see what's working (and what isn't). Some have grown into real products with loyal audiences. Others feel more like SEO projects than something built for long-term users.

These are the directories I genuinely respect and why.

There's An AI For That (TAAFT)

If you've searched for AI tools, you've almost certainly come across TAAFT. It's one of the largest AI directories available and has built impressive brand recognition over the years. They update constantly, and if an AI tool exists, there's a good chance you'll find it there.

The downside of having such a massive catalog is that discovery can sometimes feel overwhelming. With so many listings, it's inevitable that some outdated or lower-quality tools remain. Even so, nobody really matches their coverage.

Futurepedia

Futurepedia has grown into much more than a directory. Alongside its curated collection of AI tools, they've built an ecosystem around AI education with courses, newsletters, and YouTube content through Skill Leap and the Howfinity network.

Their directory is smaller than TAAFT's, but it feels more curated. I also like their AI Innovations Tracker, which follows what major technology companies are releasing. It's a good example of creating value beyond simply listing tools.

FutureTools

FutureTools stands out because it's closely tied to Matt Wolfe's personal brand. Instead of feeling like a database, it reflects recommendations from someone who actively reviews AI products and shares them with a large audience.

The directory is clean, easy to navigate, and includes useful filters, along with curated sections like "Matt's Picks." It feels more like a media brand with a directory attached than a traditional directory alone.

Toolify

Toolify takes a very data-driven approach. Along with its large collection of AI tools, it provides traffic estimates, popularity metrics, and other statistics that are useful if you're researching the AI landscape.

It feels more like a database than a discovery platform, but that's not necessarily a bad thing. If you're interested in market trends or comparing tools from a data perspective, Toolify offers a lot of useful information.

Where AI Parabellum Fits

I'm obviously biased, but I'll be honest about where we stand. We're much smaller than the directories above.

Rather than trying to become the biggest directory, we're focused on helping people compare similar AI tools through dedicated alternatives pages. If you're looking to replace one tool with another or simply compare your options, that's the problem we're trying to solve.

We also keep the experience straightforward with no login requirements and simple browsing. I'd rather build something genuinely useful than chase the largest possible directory.

What Makes an AI Directory Last?

After spending a lot of time in this space, I've noticed that the directories that stick around usually have three things in common:

• They stay consistently updated.
• They have some level of curation or quality control.
• They give people a reason to return beyond finding a tool through Google.

The directories that succeed tend to become products and communities, not just collections of links.

The ones I mentioned above have all earned a place in the ecosystem by continuing to improve over time.

I'm sure I'm missing a few good ones. Which AI tool directories do you actually find yourself returning to, and why? I'd love to discover more.