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If the same model family appears from multiple providers, search prefers the default source for that family instead of returning an arbitrary duplicate first.

Under the hood the search is custom-scored. PRs welcome.

$ mmmodels claude
$ mmmodels list --provider anthropic --table
$ mmmodels search gpt --provider openai --json
$ mmmodels search claude --fields id,provider_id,limit.context,cost.input

One subtle feature I like: provider-aware ranking.

- agent-friendly output with `--fields`, `--ids-only`, `--ndjson`, and `--json`
- width-aware terminal tables that fail cleanly instead of overflowing
- `--plain` mode for scripts, CI, and remote boxes
- local disk cache with offline-friendly fallback behavior

A few examples:

What it does well:

- no-arg interactive TUI for browsing `mmmodels` all you need
- fuzzy search across model IDs, model names, and provider names
- filtering by provider, capabilities, and status
- explicit sorting and limiting with `--sort` and `--limit`

Cognitive load of issues like: Name drifts. IDs collide across providers. Pricing and capability metadata changes constantly. The browser/tab workflow is too slow if you do this often (as someone building a frontier coding agent).

Again built with Command Code, with my CLI taste.

- who ships them at what price
- how much context they have
- what they cost (esp caching)
- which ones support tools, reasoning, files, or structured output

The data is all there. The workflow as a CLI was missing.

Introducing mmmodels 𝌭

𝚖𝚖𝚖𝚘𝚍𝚎𝚕𝚜 is a CLI for browsing, filtering, and exploring AI models from hundreds of providers.

Built for both humans and agents.

$ 𝚗𝚙𝚡 𝚖𝚖𝚖𝚘𝚍𝚎𝚕𝚜

I wanted one terminal-native place to answer questions like:
- what models exist (fuzzy search)

AI use case: Code search

AI can instantly find functions, files, or patterns across huge codebases. It helps you jump straight to the code that matters.

How do you search through your codebase?

Does anyone have any cool blogs they follow? Updating my feed reader with new stuff, what should I add?

new cli-driven llm tools are looking more 'hardcore hacker' than ever, the programmer identity crisis means that these glorified chatbots have to be super butch

👀 👀 👀

you're welcome!

also, ants are her favourite food 🐜

AI Terminology #19: Quantization

↳ A technique that reduces the precision of a model’s numbers (e.g., from 32-bit to 8-bit) to make it smaller, faster, and more efficient to run.

btw the turtle is called Hex