# kunpengtalk/OmniStudio

> A local-first desktop workbench for large models: model downloads, llama.cpp/vLLM/SGLang inference, chat, voice, image, OCR, translation, RAG and shared memory.

- Magnitude: 0.8 out of 10 — Steady
- Stars: 175 total · +2 stars on 2026-09-25 (UTC)
- Star trust: star growth looks organic
- Category: AI agents · Language: TypeScript · License: MIT · Created: 2026-09-09 · Last push: 2026-09-23
- GitHub: https://github.com/kunpengtalk/OmniStudio · Homepage: https://omnilabs.vibeadmin.cn/#/omnistudio · Page: https://gitnova.dev/en/r/kunpengtalk/OmniStudio

## Useful for

- Run a local LLM via llama.cpp and chat with it, including image input.
- Build a local knowledge base from PDFs and ask questions with source citations.
- Connect Claude Code or Cursor to the local MCP server for shared memory and knowledge access.

## Why it’s here

- 2 stars today.
- The repository is 16 days old and already has 175 stars.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 32
- Issues and pull requests: 30
- Watchers: 7
- Average over the last week: 7 per day
- Usual pace: 8 per day
- Latest release: v0.1.5 (2026-09-23)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 13 days

09-13 2.1, 09-14 2.3, 09-15 2.4, 09-16 2.0, 09-17 1.6, 09-18 1.2, 09-19 0.9, 09-20 1.1, 09-21 1.2, 09-22 1.3, 09-23 1.8, 09-24 1.3, 09-25 0.9

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-25 23:47 UTC, updated every 30 minutes.