# 1jehuang/jcode

> A Rust-based CLI harness for coding agents with low RAM usage and fast startup, supporting MCP and providers like OpenAI and Claude.

- Magnitude: 3.5 out of 10 — Breakout
- Stars: 20,554 total · +8 stars measured 2026-10-12, 11:44–13:27 UTC, ≈ 37 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Rust · License: MIT · Created: 2026-01-05 · Last push: 2026-10-12
- GitHub: https://github.com/1jehuang/jcode · Homepage: https://jcode.sh · Page: https://gitnova.dev/en/r/1jehuang/jcode

## Useful for

- Run many concurrent headless agent sessions without RAM blowup
- Wire up MCP servers and model providers (OpenAI, Claude) via the CLI
- Update the binary with /update while preserving the current session

## Why it’s here

- Star-counter measurements on 2026-10-12 (UTC), 11:44–13:27: 20546 → 20554 stars (+8). This is the change over that interval.
- Estimated end-of-day forecast: about +37 stars, using observed gains and the previous day.
- Over the last two days the pace is 4× that of the previous week and a half.
- GitHub Trending Rust today: #2, +160 stars.
- About 16 forks a day — people are taking the code.

## 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: 2,393
- Issues and pull requests: 1,797
- Watchers: 105
- Average over the last week: 40 per day
- Usual pace: 33 per day
- Stars in the last hour (measured): 4
- Latest release: v0.95.0 (2026-10-12)

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

2026-09-13 … 2026-10-12: 88, 53, 47, 44, 63, 33, 35, 40, 51, 51, 36, 43, 21, 23, 27, 25, 35, 29, 19, 20, 20, 14, 26, 15, 23, 18, 26, 20, 139, 8

## Spotted in now

- GitHub Trending Rust today: #2, +160 stars

## Similar by description

1. **pi-pod/pipod** — 0.3 · Steady · AI agents · TypeScript · +0 stars measured 2026-10-12, 00:22–13:40 UTC, ≈ 0 by evening
   Self-hosted platform for running pi coding-agent sessions in isolated sandbox containers (pods) on your own server, with CLI, iOS and Android clients.
   Full card: https://gitnova.dev/en/r/pi-pod/pipod.md

---

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 2026-10-12 13:42 UTC, updated every 30 minutes.