ArmorPaint is software for painting physically based rendering (PBR) textures on 3D models, developed by Armory3D. The source repository provides build targets for Windows, Linux, macOS, Android, iOS, and WebAssembly, with platform-specific compiler and project-generation requirements. The repository is intended for developers and may be unstable; distributed binaries are paid to support the project.
A software engine that powers ArmorPaint, a 3D texture-painting application.
awesome-gpt-image-2 is a curated collection of structured GPT Image 2 prompts, reverse-engineered image-generation cases, reusable templates, and agent tooling. It organizes examples into categories such as interfaces, infographics, posters, products, branding, photography, illustration, characters, storytelling, and documents, and uses an atomic schema that separates subjects, lighting, materials, layout, and visual details into composable prompt components. The repository also includes the GPT-Image-2 Style Library agent skill, whose generated reference data is shared with the visual gallery. The skill helps agents select styles, templates, categories, and scene tags, and can be installed for tools including Claude Code, Codex, and Cursor through the skills CLI, npm, GitHub Packages, or the Claude Code plugin marketplace. A companion website provides searchable gallery browsing, prompt copying, filtering, and signed-in image generation. The repository is released under the MIT License and states that its third-party prompt cases and images are organized for learning, research, and automated testing, with ownership and commercial-use rights remaining subject to their original sources.
BankMCP is a self-hosted, read-only Model Context Protocol server that lets AI assistants query a user's bank accounts through Enable Banking's PSD2 open-banking API. The user authenticates at the bank through a consent flow; BankMCP stores consent and account metadata but does not store balances or transactions, make payments, or send telemetry. It exposes MCP tools for managing bank connections and accounts, retrieving balances and paginated transactions, and creating rules that poll accounts for conditions such as low balances or matching payments and send webhook notifications. It can run locally or on a server, is distributed as the npm package `bankmcp`, supports standard MCP clients including Claude and Ollama, and is licensed under the MIT License.
Bot Crossing is a local web application that visualizes coding-agent threads as an astronaut colony. It reads session records from installed agent harnesses on the user's machine, maps repositories to persistent hex zones, and represents sessions as astronauts whose behavior reflects states such as running, waiting, errored, merged, archived, or inactive. Selecting an astronaut or repository opens its associated thread through the owning harness, while the application can also start sessions, reveal folders, mark threads viewed, and archive them. The application uses per-harness adapters to scan local session files and merge them into a common thread model. It currently documents support for Claude Code, Codex, and Cursor, with adapters for other harnesses able to be added under `server/harnesses/`. Astronaut navigation uses a rasterized navigation grid, A* routing, string-pulling, collision handling, and crowd separation. The browser renders the colony with Three.js techniques including instanced GPU-skinned astronauts, shader-based construction progress, procedural terrain and surfaces, and configurable planets, lighting, and quality settings. Bot Crossing runs locally through a Vite development server or a built Node server, binds to loopback by default, and stores the colony layout in `data/colony.json`. It does not upload session data or use an account; it reads harness records and writes only the colony state plus the documented archive field. The repository requires Node 22.13 or newer, supports macOS, Linux, and Windows, and is licensed under MIT. Bundled Kay Lousberg assets are separately covered by CC0, while bundled Material Design Icons use Apache-2.0.
Claude Code is Anthropic's agentic coding tool for the terminal, IDEs, and GitHub. It uses natural-language commands to understand a codebase, create and read files, execute commands, run tests, explain code, manage Git workflows, and handle routine development tasks. It can also load persistent project context, run custom slash commands, use plugins with custom commands and agents, and operate with configurable autonomy while leaving actions such as final pull-request merging to a human. The official repository documents installation for macOS, Linux, and Windows, and identifies npm installation as deprecated.
Context Mode is an MCP server and plugin for AI coding agents that reduces context-window usage by routing large tool outputs through sandboxed subprocesses. Its execution tools run code in supported languages, process files, fetch and analyze URLs, and return selected stdout or search results instead of exposing raw logs, snapshots, API responses, or file contents to the conversation. The project reports up to 98% context reduction in its benchmarks. It also provides session continuity across supported agents. Hooks capture tool calls, edits, prompts, decisions, errors, and other session events in SQLite; before compaction, the system builds a prioritized resume snapshot, and after compaction or session resumption it retrieves relevant events through SQLite FTS5 search with BM25 ranking. Content indexing uses heading-aware chunking, stemming, trigram matching, reciprocal-rank fusion, proximity reranking, fuzzy correction, and smart snippets. The MCP interface includes execution, batching, indexing, search, fetching, statistics, diagnostics, upgrade, and purge tools. Context Mode supports multiple coding-agent platforms through MCP servers, native plugins, and platform-specific hooks, with automatic routing enforcement where hooks are available and instruction files for platforms without them. The repository states that processing and SQLite storage are local, with no account or telemetry requirement. It is licensed under the Elastic License 2.0, which permits use, modification, and distribution but restricts offering the software as a hosted or managed service and removing licensing notices.
Cursor is an AI-powered coding agent and integrated development environment designed to accelerate software development by handing off coding tasks to AI. It evolved from an email client into a multimodel development tool, supporting broader developer workflows. The platform also offers MCP-connected capabilities for tasks like searching and editing notes.
Dokku is an open-source, Docker-powered self-hosted platform as a service for building and managing application lifecycles on a user's own server. It provides a small Heroku-like deployment workflow: users push application code, which Dokku builds with buildpacks or a Dockerfile, then manages as a containerized application. The project supports deployment to fresh Ubuntu or Debian virtual machines, requires SSH access for application deployment, provides web documentation and an SSH-based command-line administration interface, and is distributed under the MIT License.
Enable Banking is an open-banking infrastructure platform that provides a single PSD2-compliant API for connecting products to more than 2,700 banks across 30 European countries. It supports real-time account information and payment initiation for business and personal accounts, while handling bank-specific APIs, authentication methods, API updates, and regulatory changes. The platform provides documentation, sandbox environments, and engineering support.
Feishu is a document-synchronization source for WeKnora.
Figma is a web-based interface design, prototyping, and collaboration platform developed by Figma, Inc. It enables teams to design, prototype, and hand off user interfaces with real-time multi-user collaboration, plugin support, and desktop apps alongside the browser client.
GitHub Copilot is an AI-powered coding assistant created by GitHub (owned by Microsoft) in collaboration with OpenAI. It suggests code completions, whole-line and whole-function snippets, and documentation in supported editors and IDEs, and is offered as a commercial subscription integrated with tools such as Visual Studio Code, Visual Studio, JetBrains IDEs, and GitHub Codespaces.
GitHub Spec Kit is an open-source, community-driven toolkit from GitHub for spec-driven software development with AI coding agents. It provides the Specify CLI to initialize projects and create feature branches, establishes project principles in a constitution, defines specifications, plans implementations, breaks plans into actionable tasks, implements them through an agent, and checks the result against the specification, plan, and tasks. The toolkit supports integrations with AI coding agents and includes extensions, presets, role-based bundles, and an opt-in bug-fixing extension with an assess–fix–test workflow.
Hyperresearch is an MIT-licensed Python command-line research harness that extends Claude Code with an agent-driven, persistent research knowledge base. It classifies a query into light, full, or opt-in dissertation work and runs a tier-adaptive pipeline covering query decomposition, source search and fetching, contradiction and locus analysis, depth investigation, evidence digestion, multi-angle drafting, synthesis, adversarial criticism, targeted gap fetching, surgical patching, citation checks, and readability review. The pipeline stores fetched sources as Markdown notes with a rebuildable SQLite index, provenance links, lifecycle statuses, full-text or optional semantic search, source-quality and retraction metadata, and resumable per-run manifests. It can fetch PDFs, seek disclosed open-access replacements for thin or blocked academic sources through Unpaywall and Europe PMC, and apply structural checks for citation bindings, quote integrity, provenance, retractions, and patch-only editing. The vault can also be accessed through an MCP server or a dependency-free local web UI. It is installed with pip for Python 3.11–3.13 and is intended to run with Claude Code; model assignments and research scale can be configured per project.
i-have-adhd is an open-source skill/plugin for coding assistants that formats responses as ADHD-friendly output. It leads with the next action, numbers multi-step tasks, suppresses tangents, restates state, gives specific time estimates, uses matter-of-fact errors, limits lists to five items, and ends with one concrete next step. The skill is installed through a coding assistant's CLI and can be customized by editing its SKILL.md file. It is licensed under the MIT License and does not require an ADHD diagnosis.
It's Giving is an open-source Python webcam application that recognizes facial expressions, hand gestures, and body positions, then overlays matching meme images or animated GIFs on the user's head. It uses MediaPipe face landmarks and blendshapes, hand points, body landmarks, face-relative measurements, tongue color, and hand speed; its calibrated version records seven seconds of the user's neutral expression and evaluates later expressions as deviations from that baseline. An ordered pose-matching pass requires gestures to persist for a configured number of frames before triggering, and the overlay follows the user's face with alpha compositing and animation support. The application publishes the result through a virtual camera for Zoom, Meet, Teams, Discord, OBS, and other webcam-compatible software. It includes fourteen predefined reactions, preview-only and virtual-camera modes, keyboard testing and recalibration controls, and an assets directory where users can replace or add reaction images. It runs with Python 3.11 or 3.12 and requires a virtual-camera backend such as OBS Studio or v4l2loopback, depending on the operating system.
Kodi is a media-library application used to access a TV library organized by Sonarr.
MediaPipe is a computer-vision tool that detects facial expressions and gestures, including for video-call reactions.
The Modular Platform is an open-source platform for AI development and deployment, comprising the MAX Framework and the Mojo programming language. Its repository includes the Mojo compiler and standard library, MAX accelerator libraries and kernels, Python-based model pipelines, code examples, and an OpenAI-compatible MAX inference server. The platform supports model serving and AI development while retaining Python-based workflows. The repository is licensed under the Apache License 2.0 with LLVM Exceptions, while MAX usage and distribution are licensed under the Modular Community License.
Needle 2 is an open-source, 45-million-parameter foundation model for tool calling, device use, and structured extraction on small devices. Its weights are compressed into a single 14 MB binary and integrated with its inference engine; the repository reports that a full session uses about 28 MB of RAM and performs inference without network access after setup. The model converts text and tool descriptions into schema-constrained JSON calls using a byte-level grammar, attaches a learned confidence score for threshold-based escalation, and can retrieve the top five tools from a larger catalogue. It uses a 256-token sliding window with tools pinned as key-value sinks to bound memory, and its Simple Attention Network combines a Hadamard MLP, grouped-query attention, engram key-value memory, and multi-lane hyper-connections. The Python package supports inference, LoRA fine-tuning, and checkpoint export; the inference engine is fetched from Hugging Face and cached, while the training stack is an optional installation.
Notion is a productivity and collaboration platform developed by Notion Labs Inc. It combines notes, documents, relational databases, kanban boards, calendars and wikis into a single workspace for individuals and teams.
NZBGet is a software tool that provides an integrated Usenet download workflow for Sonarr.
OKF Agent Memory is a Git-native persistent memory layer for AI coding agents, developed as a pure Go CLI and library. It stores project knowledge as plain Markdown files with YAML front matter in a repository, following the vendor-neutral Open Knowledge Format (OKF) v0.2 rather than relying on an external vector database. The tooling parses and validates OKF bundles, builds an in-memory BM25 index for local lexical search, and provides progressive disclosure through hierarchical index files and link graphs. Its search-before-write workflow queries existing concepts before creating new ones; concepts can include provenance, trust tiers, lifecycle metadata, and code references for linking knowledge to source files. The standalone executable also supports creating and updating concepts, bootstrapping the memory structure into a project, and running an embedded Model Context Protocol (MCP) server over stdio for agent platforms. The repository reports sub-300-microsecond concept search and approximately 4-millisecond graph validation for its benchmark cases, with no external databases or API costs for retrieval. It is distributed under the MIT License.
OpenAI Codex is a coding agent from OpenAI available as a command-line tool (Codex CLI). The videos use it alongside Gemini for adversarial audits of software requirements and implementation plans, and list it as a supported coding-agent or model option in several projects. Its logs can be joined with task and test evidence, and the Codex CLI can receive and answer requests from the Penako canvas.
OpenAI GPT Image 2 is identified in the video as an AI image-generation offering that creates images from prompt templates in a GPT Image 2 library.
OpenAI Plugins is a curated repository of Codex plugin examples, maintained as a directory of independently packaged plugins and marketplace manifests. Each plugin has a required `.codex-plugin/plugin.json` manifest and may include skills, app and MCP configuration, agents, commands, hooks, assets, and other supporting files. The repository's standard and API-key-login marketplaces index the available plugins, including examples for Figma, Notion, iOS and macOS development, web apps, Expo, Netlify, Remotion, and Google Slides.
Playwright is an open-source framework for web testing and browser automation, developed in the Microsoft repository. It drives Chromium, Firefox, and WebKit through a single API and includes an end-to-end test runner with isolated browser contexts, auto-waiting, web-first assertions, resilient locators, parallel execution, and reusable authentication state. Its tooling also includes a browser-automation library, CLI for coding agents, MCP server for AI-agent and LLM-driven automation, and tracing that records actions, DOM snapshots, network requests, console messages, screenshots, and videos for debugging.
Plex is a media server and streaming platform developed by Plex, Inc. Its Plex Media Server indexes and serves users' personal media (video, audio, photos) to native client apps and the web, and Plex also provides an ad-supported on-demand catalog plus live TV and DVR features. The server is distributed for Windows, macOS, Linux, many NAS devices and Docker, client apps run on web, iOS, Android, smart TVs, streaming boxes and consoles, and the service is offered freemium with an optional Plex Pass subscription for features such as mobile sync, hardware-accelerated transcoding, and premium music features.
Public APIs is a community-maintained, open-source directory of free public APIs for software projects. The repository organizes APIs by domains such as finance, weather, development, games, and transportation, and records integration details including authentication requirements, HTTPS support, and CORS availability. It also provides contribution guidance and an API for the project.
retrobios is an open-source tool for building and installing source-verified BIOS and firmware packs for emulation platforms including RetroArch, Batocera, Recalbox, Lakka, RetroPie, EmuDeck, RetroBat, RetroDECK, RomM, BizHawk, ROCKNIX, and MiSTer FPGA. It reads emulator source code to identify files loaded by each emulator, cross-references those requirements with platform BIOS lists, records file hashes and expected sizes where available, identifies gaps, and generates platform-, emulator-, system-, or region-specific packs. Its installer detects the target platform, downloads missing files, places them in the platform's expected directory, and verifies checksums; Python scripts can also generate packs and validate existing collections. The repository includes a documentation site and JSON, CSV, and SQLite metadata exports. The scripts and tooling are MIT-licensed, while the BIOS and firmware files are third-party system software distributed for personal backup, archival, and emulation interoperability.
SABnzbd is a Usenet download tool that provides an integrated download workflow for Sonarr.
Sonarr is a personal video recorder (PVR) for Usenet and BitTorrent users. It monitors RSS feeds for new episodes, downloads releases, sorts and renames files, and can scan an existing library for missing episodes. It can monitor downloaded episodes for higher-quality releases and automatically upgrade them, retry failed downloads with another release, and support manual searching. The software supports Windows, Linux, macOS, Raspberry Pi, and other platforms, integrates with SABnzbd and NZBGet, and can notify or update libraries in Kodi and Plex. Sonarr is licensed under the GNU GPL v3.
SQLite is a self-contained, serverless, zero-configuration, transactional SQL database engine implemented as a C library. It was created and is primarily maintained by D. Richard Hipp and the SQLite development team and is widely used as an embedded database in applications, devices, and browsers.
WeKnora is an open-source, LLM-powered knowledge platform from Tencent for turning documents into queryable knowledge bases, retrieval-augmented Q&A, autonomous reasoning workflows, and self-maintaining Markdown wikis. It supports RAG-based quick Q&A and a ReAct agent that orchestrates retrieval, MCP tools, sandbox skills, and web search for multi-step tasks. Its Wiki Mode distills source documents into structured, interlinked Markdown pages with an interactive knowledge graph, manual editing, revision history, line-level diffs, and rollback. The platform ingests formats including PDF, Word, Markdown, HTML, images, spreadsheets, presentations, and XMind, and can synchronize sources such as Feishu, GitLab, Tencent IMA, Notion, Yuque, and RSS. Its modular pipeline supports interchangeable parsers, LLMs, embedding providers, vector databases, and storage backends, with dense, sparse, hybrid, parent-child, and graph-based retrieval strategies. WeKnora provides a web interface, REST API, command-line client, MCP server, website embed widget, and integrations with messaging channels. It can be deployed locally, with Docker, or on Kubernetes, including private and offline deployments. The repository states that it is licensed under the MIT License and supports workspace RBAC, scoped API keys, audit logs, and Langfuse-based observability.
An open-source skill that makes coding assistants lead with the next action instead of burying the answer in preamble.
A browser-based, open-source 3D globe that combines public data about aircraft, ships, satellites, wildfires, and CCTV.
A 3D PBR texture-painting application for applying physically based materials directly to models and exporting texture maps.
Searchable transcript of Top Open Source GitHub Projects Sonarr, Dokku, neko, Spec Kit, WeKnora & Public APIs #29 — ManuAGI - AutoGPT Tutorials (13:10). Search for a phrase, then click its timestamp to jump straight to that moment in the video.
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00:00 Every week, developers release new open-source projects on GitHub, and this is our weekly GitHub project update video covering the best of them. Top trending open-source GitHub projects. This week, you'll discover useful and trending developer tools from self-hosted platforms to AI agent skills. Without wasting time, let's get started. >> Before we jump into today's project updates, here's a quick announcement for everyone.
00:24 We've launched a brand new YouTube channel called AI Agent Studio dedicated entirely to AI Agent projects, tutorials, and tools. So, if you're interested in staying up to date with the latest AI Agent open source projects, learning how to build your own agents, or exploring cuttingedge agent frameworks, make sure to check it out. Subscribe now to get weekly videos, in-depth guides, and real-time project breakdowns.
00:50 The link is right there in the description. Don't miss it. All right, let's get into today's video. >> Project number one, mine. I have ADHD skill that stops coding agents burying the answer. I have ADHD is an open- source skill for AI coding assistants that stops them from burying the answer instead of a wall of preamble and hope this helps. It makes the assistant lead with the next action.
01:13 Number multi-step tasks, cap lists, give concrete time estimates, and end with one clear next step. It's 10 rules adapted from an 8HD toolkit. You install it into claude code or codeex and invoke it. Install it and get straight to the point. Project number two, God's Eye View. Live open-source spatial intelligence on a 3D globe. God's Eye View is an open-source browser-based spatial intelligence console.
01:40 A spy satellite simulator with real data. On a 3D globe, it layers live aircraft, ships, satellites, wildfires, and CCTV. So you move between a global view and a single object. You ride a tracked flight, lock onto anything to see its trail, and hand off to the nearest camera. It runs locally on public data, and by design, it tracks assets and systems, not people.
02:02 Build it and watch the world. Project number three, Armor Paint. Open-source 3D PBR texture painting software. Armor Paint is an open-source application for 3D PBR texture painting powered by the Armory Engine. You load a 3D model and paint physically based materials, color, roughness, metaleness, and normals directly onto its surface. Then export texture maps for your renderer or game engine.
02:28 Written in hacks on the C and Chromst stack, it runs on Windows, Mac OS, and Linux with plugins that live linked to Blender, Unity, and Unreal. You build it from source for free. Clone it and paint your model. Project number four, the Sonar self-hosted PVR that manages your TV library. Sonar is an open-source self-hosted PVR that manages your TV library for Usenet and Bit Torrent.
02:53 It monitors RSS feeds for new episodes of the shows you follow, then grabs, sorts, and renames releases automatically. It scans your library for missing episodes, watches for better quality releases, and upgrades them DVD to Blu-ray, and retries another release when a download fails. It integrates with SAB DENSBD, NZBG, Plex and Kodi, and runs on Windows, Mac OS, Linux, and Raspberry Pi.
03:18 Deploy it and automate your shows. Project number five, Hyper Research. Turn Claude Code into an audited deep research agent. Hyper Research is an open- source harness that turns Claude Code into a disciplined deep research agent. A tier adaptive 16-step pipeline gathers sources, cross-checks them, and produces an adversarily audited report with provenence.
03:40 Every citation verified against the sentence it supports before the report ships. Each fetched source lands in a persistent markdown plus esquilite vault. Your next session reuses, so research compounds. It chases open access full text for paywalled papers, resumes crashed runs, and scales from a survey to a dissertation. Install it and research anything.
04:01 Project number six, SpecKit. GitHub's toolkit for specd-driven development with AI. SpecKit is an open-source toolkit from GitHub for specriven development. Instead of prompting an AI agent, you write the specification first, then a plan, a task breakdown, and the implementation. It specifies CLI scaffolds a project and each phase lives as a markdown artifact constitution spec plan and tasks right in your repo driven by slash commands.
04:29 It works with 30 plus agents including copilot claude code cursor and gemini with a human in the loop. Install it and spec your project. Project number seven bingies openai's repository of codec plug-in examples. Plugins is OpenAI's open-source repository of codec plug-in examples. A plug-in is a folder with a manifest that packages skills, MCP servers, app integrations, commands, and hooks into a sharable installable bundle that works across the Codeex app, CLI, and IDE extensions.
05:02 The repo defines the marketplace format the client reads, and it includes plugins curated by OpenAI like Box, Cloudflare, and Figma. Register it as a marketplace or copy one to build your own. Browse it and extend codecs. Project number eight, context mode. MCP server that optimizes an agent's context window. Context mode is an MCP server that keeps AI coding agents from drowning in tool output.
05:28 When a tool call returns a large payload, it indexes the full content into a local full text database and hands the agent a pointer instead of raw text. So the model retrieves the sections it needs. It persists session memory across compaction and enforces routing through hooks. It works across 17 platforms including clawed code and cursor. Install it and reclaim your context.
05:51 Project number nine. Wignora. Turn documents into rag agents and autowiki. Wignora is an open-source LLM powered knowledge platform from Tencent that turns documents into knowledge three ways. Ragbased Q&A for lookups, a React agent that orchestrates retrieval. MCP tools and web search for multi-step tasks and a wiki mode where agents distill documents into a self-maintaining interlin markdown wiki with a knowledge graph.
06:18 It ingests 10 plus formats, autosyncs from FishU, Notion and UK. Works with 20 plus LLM providers and swaps vector databases. Self-host it with Docker and query your documents. Project number 10. Wansom GPT image 2 prompt as code template library and skill for GPT image 2. WASUM GPT image 2 is an open-source prompt as code library of prompts and templates for OpenAI's GPT image 2 image model.
06:45 It reverse engineers 530 plus real examples into 20 plus reusable structured templates each with the full prompt and generation record covering posters, product shots, UI, infographics, brands, characters, and more. The templates are distilled into an agent skill that turns your image intent into a productionready prompt installable via npm and a live gallery lets you browse, filter, and copy prompts.
07:14 Install it and generate better images. Project number 11, Modular Platform. Unified AI platform with the Max Server and Mojo. Modular platform is an open suite of AI libraries and tools for AI development and deployment, bundling the Max framework and the Mojo language. Max is a high performance inference server that exposes an OpenAI compatible endpoint.
07:37 So you install it with pip and serve open models like Llama on Nvidia or AMD GPUs without changing your code. The repo holds open- source pieces, the Mojo standard library, max GPU and CPU kernels, and the serving layer. Install it and serve a model. Project number 12, public APIs, a curated list of free public APIs. Public APIs is a community-maintained open-source list of free APIs for software and web development.
08:05 It organizes hundreds of public APIs into categories: finance, weather, machine learning, geocoding, games, government, and dozens more. So you can find one for your project instead of hunting across the web. Every entry notes what it does, whether it needs authentication, and whether it supports HTTPS and cores with a direct link. Anyone can add an API by pull request.
08:28 Browse it and find your API. Project number 13, Needle 2, 14 MB tool calling model for tiny devices. Needle 2 is an open-source 45 million parameter model for tool calling, device use, and structured extraction. The whole model is a single 14 MB binary that runs a full session in about 28 MB of RAM. So, it fits phones, wearables, and robots. shipped as a Python package.
08:52 You describe your tools and it returns calls as JSON with a grammar from your schemas constraining every token. Each response carries a confidence score for escalation. Install it and call your tools on device. Project number 14, Daku. Docker powered self-hosted path for your apps. Daku is an open-source Dockerpowered path that helps you build and manage the life cycle of applications on your own server.
09:17 It's a small self-hosted Heroku alternative. You get push your app and do builds it with build packs or docker files and runs it. Install it on a fresh abundu or Debian VM and deploy your app. Project number 15, Niko, self-hosted virtual browser streamed over WebRTC. Niko is an open-source self-hosted virtual browser that runs in Docker and streams over WebRTC.
09:42 It gives you a browser inside an isolated container you reach from a web page, so you browse securely and privately from anywhere. Multiple people can join the same session and share control. Handy for collaboration, watch parties and presentations. It isn't limited to a browser. It can stream any Linux app or a desktop and automate it with Playright.
10:02 Deploy it and share a browser. Project number 16, Retro Bios. Sourceverified BIOS and firmware packs for emulators. Retrobios is an open-source project that assembles source verified BIOS and firmware packs for emulation frontends like RetroArchch, Bata Sierra, Retro Pi, Emo Dec, and MR FPGA. It reads each emulator source code to learn which files it opens, then verifies packs the way the platform does, so a game never stops on a missing file.
10:32 A gap analysis names any gaps. An autodetecting installer places files correctly. The tooling is open source. The firmware is thirdparty software for personal backup. Grab your platform's pack. Project number 17. Bank MCP. Self-hosted read only MCP server for your bank. Bank MCP is an open-source self-hosted MCP server that lets your AI assistant read your bank accounts.
10:57 It connects through enable banking which wraps 2,700 plus European banks in one PSD2 API then exposes them to any MCP client like claude chatgpt or cursor. It's read only with no payments and your server holds only the consents and account ids storing no balances or transactions and sending no telemetry. Run it with NPX or a container. Deploy it and ask about your money.
11:22 Project number 18. It's giving prick. overlay memes on your face in meetings. Its giving prick is a playful open- source Python tool that lets you express yourself in video meetings with memes. It uses Media Pipe to track your face in real time, recognizes about 14 facial expressions, and overlays a matching meme on your webcam feed as you react to avoid fixed thresholds.
11:45 It normalizes against your own neutral face, so the detection adapts to you. It's built for internal demos and calls where a little levity helps. run it and mean your meetings. Project number 19, man's OKF agent memory. Git native persistent memory for AI coding agents. OKF agent memory is an open-source git native memory engine that gives AI coding agents persistent project memory.
12:08 It stores memory as plain markdown files with YAML front matter inside your repo. So you audit and roll back what it remembers with plain git, no vector database. It searches with BM25, uses progressive disclosure to load only the concepts an agent needs, and enforces search before write. It ships as a Go binary with a built-in MCP server. Install it and give your agent memory.
12:34 Project number 20, Bot Crossing, a game that visualizes your AI agent sessions. Bot crossing is a video game for your AI agents, a local dashboard that turns your agent sessions into an Animal Crossing style colony. Every hex tile is an agent and every astronaut is a job running on its own with visual status. A hammer means working. A question mark means it's waiting on you and red means stuck.
12:58 It reads each harness's local session files through an adapter so every installed harness appears in one colony. Run it and watch your agents. Thanks for watching. See you in the next update.