OSS / MCP Catalog

Every project here has been evaluated against a real use-case — not just read about. The three sections reflect production reality, not wishlist.

Inspiration, not in production

Worth knowing about. Not wired in — either replaced by a sovereign alternative, or evaluated and deliberately passed on.

He got a geophysicist a job in 4 months. For you, it just gets you FOMO.

AI Job Search

Claude Code slash-command framework (/setup /scrape /apply /rank /interview): searches job boards, scores fit, drafts tailored CV+cover letter (LaTeX), preps interviews. Default Danish boards, swappable. 36k+ stars.

Sovereignty

2

Ease

4

Maturity

5

Stack fit

2

Python agent_framework seen in video ↗

We taught it to watch YouTube before it knew how to see. Literally, this is the blueprint of our own pipeline.

claude-video

Claude Code skill: /watch downloads a video (yt-dlp), extracts frames and audio (ffmpeg), transcribes with Whisper, and provides Claude with the timestamped transcript and corresponding screenshots so it can study the video with full visual context, not just text.

Sovereignty

4

Ease

3

Maturity

3

Stack fit

4

Python mcp_server seen in video ↗

A free second opinion inside Claude Code. Like a brother-in-law who knows Rust.

Codex

Open-source coding agent/CLI tool by OpenAI, mentioned as entering a competitive space.

Sovereignty

2

Ease

4

Maturity

4

Stack fit

3

Rust cli_tool seen in video ↗

The Llama that doesn't need a GPU to bite, just patience.

Llama

Meta's family of large language models, mentioned here as the easiest local AI option to run without a GPU.

Sovereignty

5

Ease

4

Maturity

5

Stack fit

3

Python library seen in video ↗

A notetaker in Rust that doesn't send your meetings anywhere. Eats what it preaches.

Meetily

Local-first AI meeting notetaker. Rust, 100% on-device Whisper/Parakeet transcription + speaker diarization + Ollama summarization, no cloud. MIT, 29k+ stars.

Sovereignty

5

Ease

4

Maturity

4

Stack fit

5

Rust tool seen in video ↗

Open-source video editor for when CapCut asks for your soul in exchange for exporting without a watermark.

OpenCut

An ambitious open-source video editor positioned as the first alternative to CapCut.

Sovereignty

4

Ease

3

Maturity

3

Stack fit

2

TypeScript tool seen in video ↗

An AI agent that lives inside your HTML. Ours does not live there.

page-agent

Alibaba JavaScript in-page GUI agent — a few lines of script tag give any webpage its own AI copilot that reads the live DOM as text and acts as the real user (click/fill/navigate), no screenshots or multimodal models needed.

Sovereignty

2

Ease

5

Maturity

3

Stack fit

1

JavaScript library seen in video ↗

You rent a hacker for 2 minutes and $5. Wish he'd accept Colombian pesos.

Strix

Autonomous multi-agent AI penetration testing tool — full hacker toolkit (HTTP proxy, browser automation, terminal, Python runtime), validates findings with real PoCs, not just static findings. 36k+ stars.

Sovereignty

3

Ease

3

Maturity

4

Stack fit

2

Python agent_framework seen in video ↗

The intimate diary of every AI you thought was keeping secrets.

system-prompts-and-models-of-ai-tools

Collects leaked/published raw system prompts from 28+ AI coding tools (Cursor, Windsurf, Claude Code, Devin, v0, etc.) — reference for how other tools actually prompt their models. 137k+ stars.

Sovereignty

3

Ease

5

Maturity

5

Stack fit

3

n/a library seen in video ↗