Add Uni-CLI under Open Source > Frameworks & Models

[ZenAlexa]

Proposed entry

Adds Uni-CLI to Projects → Open Source → Frameworks & Models, placed after Upsonic:

```md

• Uni-CLI
  • Universal CLI hub connecting agents to 134 sites, desktop apps, and browser automation via 711 declarative YAML pipelines
  • Stagehand-style `operate observe` verb, raw CDP (no extension), production MCP gateway, Karpathy-style self-repair loop, ~80 tokens per call
    ```

Why it belongs in this list

Uni-CLI is a computer-use-adjacent framework that covers the deterministic, low-token end of the agent-tooling spectrum:

• Browser control (computer use): raw CDP driver (no Chrome extension required), DOM snapshot with accessibility-tree refs, Stagehand-style `observe → act → extract` verbs. `unicli operate observe "click the submit button"` returns ranked candidate elements with confidence scores and reason strings.
• Desktop apps: subprocess adapters for Blender, MuseScore, GIMP, Inkscape, ImageMagick, FFmpeg, LibreOffice, Pandoc, Docker, kdenlive, shotcut, audacity, Zotero, freecad, cloudcompare, ComfyUI, and more.
• Web APIs: 60+ sites (Hacker News, Reddit, GitHub, Twitter, YouTube, Bilibili, Weibo, Xiaohongshu, Zhihu, Douyin, Bloomberg, Reuters, Amazon, LinkedIn, Instagram, ChatGPT, Claude Code CDP, Cursor CDP, Notion, Discord, …)
• Self-repair: when an adapter breaks (selector drift, API version bump, auth rotation), the agent reads the 20-line YAML at the reported path, edits it, and retries — the Karpathy self-repair loop made explicit in 8 phases.

Comparison context (for maintainers)

• vs Browser Use: different shape. Browser Use is a Python library agents `import`; Uni-CLI is a CLI binary agents `exec`. ~80 tokens per Uni-CLI call vs per-step LLM tokens.
• vs Skyvern / LaVague / Notte / Surfkit: Uni-CLI's browser is deterministic YAML pipelines (with optional LLM grounding for the `observe` verb), while those are vision+LLM-per-step.
• vs CUA (this list's own project): CUA provides the sandbox (macOS/Linux on Apple Silicon); Uni-CLI provides the control surface. They compose — `unicli` can run inside a CUA sandbox.

Release info

• v0.208.0 just released: https://github.com/olo-dot-io/Uni-CLI/releases/tag/v0.208.0
• npm: https://www.npmjs.com/package/@zenalexa/unicli
• License: Apache-2.0
• Full docs: docs/COMPARE.md, docs/MCP-GATEWAY.md

Happy to adjust the entry position, wording, or move it to Automation if you think it fits there better. Thanks for maintaining the list!

[Copilot]

Pull request overview

Adds a new entry for Uni-CLI to the “Open Source → Frameworks & Models” list in the README, positioned immediately after Upsonic.

Changes:

• Insert Uni-CLI project link under the Frameworks & Models section
• Add two descriptive sub-bullets summarizing Uni-CLI’s scope and key features

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