Hey from Tobias,
What if every file you own could understand every other file? Your designs, PDFs, reports, and images in one searchable place, where you find things by typing a question or by dropping in an image.
I built exactly that this week and recorded the whole thing. Then I shipped four new free tools on the site. Here is the rundown.
I Built a Multimodal AI Knowledge Base
Imagine asking one question and getting back the exact PDF page and the design image that answer it, not just a wall of text. In the video I build it end to end, from architecture to live demos, then run the whole thing locally.
No cloud, no subscription, your data stays on your machine. Built on Gemini Embedding 2, ChromaDB, and a React front end.
Watch on YouTube →A 0 to 100 Score for Every AI Model
Picking a model usually means staring at a dozen benchmark tables that disagree with each other. So I built the MBA Open Score. One number from 0 to 100 on every model page, weighing raw capability, community adoption, hardware efficiency, and versatility.
It is live on every model now at madebyagents.com/models. And if you are choosing an agent framework, the new Agent Framework Wizard asks you a few questions and points you to the right one. No more reading ten doc sites to decide between LangGraph and CrewAI.
Agent Cost Calculator
Before you build an agent, know what it will cost. Mix text, image, video, audio, and embedding steps for your real workflow, then compare LangGraph, CrewAI, Mastra, and the OpenAI Agents SDK side by side. Live model prices and each framework's overhead are baked in, so you get a real per-task and monthly number instead of a guess.
Open the calculator →What I'm Using: graphify
If you have ever wanted your AI assistant to understand a whole codebase instead of grepping around blind, look at graphify. It is an open-source tool, based on Andrej Karpathy's work, that turns any codebase, docs, or papers into a knowledge graph your assistant can query. I ran it on the madebyagents.com codebase and it mapped the whole thing.
Three commands to get started:
graphify install
/graphify .
One tip: add a .graphifyignore in your project root and skip node_modules, dist, and build output so the graph stays focused. Then query it directly, like graphify query "show the auth flow". Repo and full setup are on GitHub.
My Vibe-Coded Tools Are Hitting #1 in AI Search
Here is something I did not expect. The free tools I have been building on madebyagents.com are starting to show up as the number one result in AI search engines. Ask one a question these tools answer, and it cites my page.
I did not do anything clever to get there. I built tools that answer a real question better than a blog post can. If you are a founder wondering how to show up in AI search, that is the whole playbook. Make the genuinely useful thing, and AI search finds it.
Pick one tool above and put it to work this week.
Tobias
