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…/1jehuang/jcode
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jcode

by1jehuang· 1 MCP server

Stars

12k

Forks

1.3k

Category

AI Agents & MCP

View on GitHub

TL;DR

The most intelligent agent harness for code

How to install jcode?

1jehuang/jcode
$git clone https://github.com/1jehuang/jcode

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Install & use

Install jcode by running `git clone https://github.com/1jehuang/jcode`, then use it for the current task and follow its documentation at https://github.com/1jehuang/jcode.

Files · 1

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README.md
1<div align="center">
2 
3# jcode
4 
5[![Latest Release](https://badgen.net/github/release/1jehuang/jcode?icon=github)](https://github.com/1jehuang/jcode/releases)
6[![License: MIT](https://img.shields.io/badge/license-MIT-blue?style=flat-square)](LICENSE)
7[![Platforms](https://img.shields.io/badge/platforms-Linux%20%7C%20macOS%20%7C%20Windows-blue?style=flat-square)](https://github.com/1jehuang/jcode/releases)
8[![Last Commit](https://badgen.net/github/last-commit/1jehuang/jcode/master?icon=github)](https://github.com/1jehuang/jcode/commits/master)
9[![GitHub Stars](https://badgen.net/github/stars/1jehuang/jcode?icon=github)](https://github.com/1jehuang/jcode/stargazers)
10[![Discord](https://img.shields.io/badge/Discord-Join%20Community-5865F2?style=flat-square&logo=discord&logoColor=white)](https://discord.gg/nBe9vGyK9a)
11 
12The next generation coding agent harness to raise the skill ceiling. <br>
13Built for multi-session workflows, infinite customizability, and performance.
14 
15<br>
16 
17<a href="https://github.com/1jehuang/jcode/releases/download/readme-assets/jcode-memory-demo.mp4">
18 <img src="https://github.com/1jehuang/jcode/releases/download/readme-assets/jcode-memory-demo.webp" alt="jcode memory demonstration" width="800">
19</a>
20 
21<br>
22 
23[Website](https://jcode.sh) · [Features](#features) · [Install](#installation) · [Quick Start](#quick-start) · [Further Reading](#further-reading) · [Contributing](CONTRIBUTING.md)
24 
25</div>
26 
27---
28 
29<div align="center">
30 
31## Installation
32 
33</div>
34 
35```bash
36# macOS & Linux
37curl -fsSL https://jcode.sh/install | bash
38```
39 
40```powershell
41# Windows 11 (PowerShell 5.1+)
42irm https://jcode.sh/install.ps1 | iex
43```
44 
45Need Homebrew, source builds, provider setup, or want an agent to set it up for you?
46[Jump to detailed installation](#detailed-installation).
47 
48---
49 
50 
51<div align="center">
52 
53## Performance & Resource Efficiency
54 
55</div>
56 
57jcode is built to be as performant and resource efficient as possible. Every metric is optimized to the bone, which is important for scaling multi-session workflows. Here we sample a few metrics to show the difference: RAM usage and boot up.
58 
59### RAM comparison
60 
61<div align="center">
62 
63<table>
64 <tr>
65 <td valign="top" align="center" width="50%">
66 <strong>1 active session</strong>
67 <table>
68 <thead>
69 <tr>
70 <th>Tool</th>
71 <th>PSS</th>
72 <th>Comparison</th>
73 </tr>
74 </thead>
75 <tbody>
76 <tr>
77 <td><strong>jcode (local embedding off)</strong></td>
78 <td align="right"><strong>27.8 MB</strong></td>
79 <td align="right">baseline</td>
80 </tr>
81 <tr>
82 <td><strong>jcode</strong></td>
83 <td align="right"><strong>167.1 MB</strong></td>
84 <td align="right"><strong>6.0× more RAM</strong></td>
85 </tr>
86 <tr>
87 <td><strong>pi</strong></td>
88 <td align="right"><strong>144.4 MB</strong></td>
89 <td align="right"><strong>5.2× more RAM</strong></td>
90 </tr>
91 <tr>
92 <td><strong>Codex CLI</strong></td>
93 <td align="right"><strong>140.0 MB</strong></td>
94 <td align="right"><strong>5.0× more RAM</strong></td>
95 </tr>
96 <tr>
97 <td><strong>OpenCode</strong></td>
98 <td align="right"><strong>371.5 MB</strong></td>
99 <td align="right"><strong>13.4× more RAM</strong></td>
100 </tr>
101 <tr>
102 <td><strong>GitHub Copilot CLI</strong></td>
103 <td align="right"><strong>333.3 MB</strong></td>
104 <td align="right"><strong>12.0× more RAM</strong></td>
105 </tr>
106 <tr>
107 <td><strong>Cursor Agent</strong></td>
108 <td align="right"><strong>214.9 MB</strong></td>
109 <td align="right"><strong>7.7× more RAM</strong></td>
110 </tr>
111 <tr>
112 <td><strong>Claude Code</strong></td>
113 <td align="right"><strong>386.6 MB</strong></td>

Preview

1jehuang/jcode1jehuang/jcode
Repo1jehuang/jcode
TypeMCP Servers
CategoryAI Agents & MCP
UpdatedJul 2026
LicenseMIT
First seenJul 26, 2026

Tags

MCP

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