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1363 lines (1197 loc) · 47.9 KB
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="CodeWiki - The first open-source framework for holistic, structured repository-level documentation across multilingual codebases">
<meta name="keywords" content="code documentation, AI, repository documentation, CodeWiki, automated documentation">
<meta name="author" content="CodeWiki Team">
<!-- Open Graph / Social Media -->
<meta property="og:type" content="website">
<meta property="og:title" content="CodeWiki - Automated Repository-Level Documentation">
<meta property="og:description" content="Open-source, AI-generated repository documentation across 11 programming languages">
<meta property="og:url" content="https://fsoft-ai4code.github.io/CodeWiki/">
<meta property="og:image" content="https://fsoft-ai4code.github.io/CodeWiki/img/black-background-logo.png">
<meta name="twitter:card" content="summary_large_image">
<meta name="twitter:image" content="https://fsoft-ai4code.github.io/CodeWiki/img/black-background-logo.png">
<link rel="icon" type="image/png" href="./img/icon.png">
<title>CodeWiki - Automated Repository-Level Documentation at Scale</title>
<style>
:root {
--primary-color: #2563eb;
--secondary-color: #1e40af;
--accent-color: #3b82f6;
--dark-bg: #0f172a;
--light-bg: #f8fafc;
--text-dark: #1e293b;
--text-light: #64748b;
--border-color: #e2e8f0;
--success-color: #10b981;
--warning-color: #f59e0b;
}
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', 'Ubuntu', sans-serif;
line-height: 1.6;
color: var(--text-dark);
background-color: #ffffff;
}
/* Navigation */
nav {
background: var(--dark-bg);
color: white;
padding: 1rem 2rem;
position: sticky;
top: 0;
z-index: 1000;
box-shadow: 0 2px 10px rgba(0,0,0,0.1);
}
.nav-container {
max-width: 1200px;
margin: 0 auto;
display: flex;
justify-content: space-between;
align-items: center;
flex-wrap: wrap;
}
.nav-brand {
font-size: 1.5rem;
font-weight: bold;
color: white;
text-decoration: none;
}
.nav-links {
display: flex;
gap: 2rem;
list-style: none;
flex-wrap: wrap;
}
.nav-links a {
color: white;
text-decoration: none;
transition: color 0.3s;
font-weight: 500;
}
.nav-links a:hover {
color: var(--accent-color);
}
/* Hero Section */
.hero {
background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
color: white;
padding: 4rem 2rem;
text-align: center;
}
.hero h1 {
font-size: 2.5rem;
margin-bottom: 1rem;
line-height: 1.2;
}
.hero p {
font-size: 1.25rem;
margin-bottom: 2rem;
max-width: 800px;
margin-left: auto;
margin-right: auto;
opacity: 0.95;
}
.badges {
display: flex;
gap: 1rem;
justify-content: center;
flex-wrap: wrap;
margin-bottom: 2rem;
}
.badge {
background: rgba(255,255,255,0.2);
padding: 0.5rem 1rem;
border-radius: 20px;
font-size: 0.9rem;
backdrop-filter: blur(10px);
}
.cta-buttons {
display: flex;
gap: 1rem;
justify-content: center;
flex-wrap: wrap;
}
.btn {
padding: 0.75rem 2rem;
border-radius: 6px;
text-decoration: none;
font-weight: 600;
transition: all 0.3s;
display: inline-block;
border: 2px solid transparent;
}
.btn-primary {
background: white;
color: var(--primary-color);
}
.btn-primary:hover {
transform: translateY(-2px);
box-shadow: 0 10px 25px rgba(0,0,0,0.2);
}
.btn-secondary {
background: transparent;
color: white;
border-color: white;
}
.btn-secondary:hover {
background: white;
color: var(--primary-color);
}
/* Container */
.container {
max-width: 1200px;
margin: 0 auto;
padding: 4rem 2rem;
}
section {
margin-bottom: 4rem;
}
h2 {
font-size: 2rem;
margin-bottom: 1.5rem;
color: var(--text-dark);
border-bottom: 3px solid var(--primary-color);
padding-bottom: 0.5rem;
display: inline-block;
}
h3 {
font-size: 1.5rem;
margin-bottom: 1rem;
color: var(--text-dark);
}
/* Architecture Diagram */
.architecture {
background: var(--light-bg);
padding: 3rem 2rem;
border-radius: 10px;
text-align: center;
}
.architecture img {
max-width: 100%;
height: auto;
border-radius: 8px;
box-shadow: 0 4px 20px rgba(0,0,0,0.1);
}
/* Features Grid */
.features-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
gap: 2rem;
margin-top: 2rem;
}
.feature-card {
background: white;
padding: 2rem;
border-radius: 10px;
box-shadow: 0 2px 10px rgba(0,0,0,0.1);
border-left: 4px solid var(--primary-color);
transition: transform 0.3s;
}
.feature-card:hover {
transform: translateY(-5px);
box-shadow: 0 4px 20px rgba(0,0,0,0.15);
}
.feature-icon {
font-size: 2.5rem;
margin-bottom: 1rem;
}
/* Table Styles */
table {
width: 100%;
border-collapse: collapse;
margin: 2rem 0;
background: white;
box-shadow: 0 2px 10px rgba(0,0,0,0.1);
border-radius: 8px;
overflow: hidden;
}
th {
background: var(--primary-color);
color: white;
padding: 1rem;
text-align: left;
font-weight: 600;
}
td {
padding: 1rem;
border-bottom: 1px solid var(--border-color);
}
tr:last-child td {
border-bottom: none;
}
tr:hover {
background: var(--light-bg);
}
/* Code Block */
pre {
background: var(--dark-bg);
color: #e2e8f0;
padding: 1.5rem;
border-radius: 8px;
overflow-x: auto;
margin: 1rem 0;
}
code {
font-family: 'Monaco', 'Courier New', monospace;
font-size: 0.9rem;
}
/* Video Section */
.video-container {
position: relative;
padding-bottom: 56.25%; /* 16:9 aspect ratio */
height: 0;
overflow: hidden;
max-width: 100%;
background: #000;
border-radius: 10px;
margin: 2rem 0;
}
.video-container iframe {
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
border: 0;
}
/* Stats */
.stats-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
gap: 2rem;
margin: 2rem 0;
}
.stat-card {
background: linear-gradient(135deg, var(--primary-color), var(--secondary-color));
color: white;
padding: 2rem;
border-radius: 10px;
text-align: center;
box-shadow: 0 4px 15px rgba(37, 99, 235, 0.3);
}
.stat-number {
font-size: 2.5rem;
font-weight: bold;
margin-bottom: 0.5rem;
}
.stat-label {
font-size: 1rem;
opacity: 0.9;
}
/* Languages */
.languages {
display: flex;
flex-wrap: wrap;
gap: 1rem;
margin: 1.5rem 0;
}
.language-tag {
background: var(--light-bg);
padding: 0.5rem 1rem;
border-radius: 6px;
border: 2px solid var(--border-color);
font-weight: 500;
color: var(--text-dark);
}
/* Footer */
footer {
background: var(--dark-bg);
color: white;
padding: 3rem 2rem;
text-align: center;
}
.footer-links {
display: flex;
gap: 2rem;
justify-content: center;
margin-bottom: 2rem;
flex-wrap: wrap;
}
.footer-links a {
color: white;
text-decoration: none;
transition: color 0.3s;
}
.footer-links a:hover {
color: var(--accent-color);
}
/* Responsive */
@media (max-width: 768px) {
.hero h1 {
font-size: 2rem;
}
.hero p {
font-size: 1rem;
}
.nav-container {
flex-direction: column;
gap: 1rem;
}
.nav-links {
gap: 1rem;
}
h2 {
font-size: 1.5rem;
}
.container {
padding: 2rem 1rem;
}
}
/* Highlight */
.highlight {
background: #fef3c7;
padding: 0.2rem 0.5rem;
border-radius: 4px;
font-weight: 600;
}
.success {
color: var(--success-color);
}
</style>
<style>
:root {
--primary-color: #ff7a00;
--secondary-color: #e85d00;
--accent-color: #ff9a2e;
--dark-bg: #071526;
--light-bg: #f4f6f8;
--text-dark: #10233e;
--text-light: #5c6878;
--border-color: #dce2e9;
--success-color: #16875b;
--warning-color: #ff7a00;
}
html { scroll-behavior: smooth; overflow-x: hidden; }
body {
font-family: Inter, ui-sans-serif, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
background: #fbfcfd;
color: var(--text-dark);
overflow-x: hidden;
}
nav {
padding: 0.8rem 2rem;
background: #071526;
border-bottom: 1px solid rgba(255, 255, 255, 0.1);
box-shadow: none;
backdrop-filter: blur(18px);
}
.nav-container { max-width: 1280px; }
.nav-brand {
display: inline-flex;
align-items: center;
width: 176px;
height: 48px;
}
.nav-brand img {
width: 100%;
height: auto;
display: block;
}
.nav-links { gap: 1.6rem; }
.nav-links a {
color: #dce5ef;
font-size: 0.9rem;
letter-spacing: 0.01em;
}
.nav-links a:hover { color: #ff9a2e; }
.hero {
position: relative;
isolation: isolate;
overflow: hidden;
min-height: 650px;
padding: 6.5rem 2rem 5.5rem;
text-align: left;
background:
radial-gradient(circle at 78% 48%, rgba(255, 122, 0, 0.18), transparent 24rem),
radial-gradient(circle at 8% 15%, rgba(35, 78, 132, 0.35), transparent 28rem),
#071526;
}
.hero::before {
content: "";
position: absolute;
inset: 0;
z-index: -1;
opacity: 0.35;
background-image:
linear-gradient(rgba(255,255,255,.055) 1px, transparent 1px),
linear-gradient(90deg, rgba(255,255,255,.055) 1px, transparent 1px);
background-size: 64px 64px;
mask-image: linear-gradient(to bottom, black, transparent 92%);
}
.hero-inner {
width: min(1280px, 100%);
margin: 0 auto;
display: grid;
grid-template-columns: minmax(0, 1.2fr) minmax(320px, .8fr);
gap: 4rem;
align-items: center;
}
.hero-copy { max-width: 760px; }
.eyebrow {
display: inline-flex;
align-items: center;
gap: 0.6rem;
margin-bottom: 1.5rem;
color: #ffad55;
font-size: 0.76rem;
font-weight: 800;
letter-spacing: 0.16em;
text-transform: uppercase;
}
.eyebrow::before {
content: "";
width: 24px;
height: 2px;
background: #ff7a00;
}
.hero h1 {
max-width: 760px;
margin: 0 0 1.35rem;
font-size: clamp(3rem, 6vw, 5.8rem);
line-height: 0.98;
letter-spacing: -0.055em;
text-wrap: balance;
}
.hero h1 span {
color: #ff8311;
text-shadow: 0 0 34px rgba(255, 122, 0, 0.22);
}
.hero p {
max-width: 660px;
margin: 0 0 2rem;
color: #bdc9d7;
font-size: 1.16rem;
line-height: 1.75;
}
.badges {
justify-content: flex-start;
gap: 0.55rem;
margin-bottom: 2rem;
}
.badge {
padding: 0.45rem 0.8rem;
color: #dfe7f0;
background: rgba(255,255,255,.06);
border: 1px solid rgba(255,255,255,.1);
border-radius: 999px;
font-size: 0.78rem;
}
.cta-buttons { justify-content: flex-start; }
.btn {
padding: 0.78rem 1.35rem;
border-radius: 10px;
font-size: 0.9rem;
letter-spacing: 0.01em;
}
.btn-primary {
color: #fff;
background: linear-gradient(135deg, #ff8a12, #f16600);
box-shadow: 0 8px 26px rgba(255, 122, 0, .2);
}
.btn-primary:hover {
box-shadow: 0 12px 32px rgba(255, 122, 0, .32);
}
.btn-secondary {
color: #eef3f8;
border-color: rgba(255,255,255,.28);
background: rgba(255,255,255,.035);
}
.btn-secondary:hover {
color: white;
border-color: rgba(255,255,255,.55);
background: rgba(255,255,255,.09);
}
.hero-note {
margin-top: 1.5rem !important;
margin-bottom: 0 !important;
font-size: 0.9rem !important;
color: #8fa0b4 !important;
}
.hero-note a { color: #ffad55 !important; text-underline-offset: 3px; }
.hero-visual {
position: relative;
display: grid;
place-items: center;
aspect-ratio: 1;
max-width: 470px;
margin-left: auto;
}
.hero-visual::before,
.hero-visual::after {
content: "";
position: absolute;
border: 1px solid rgba(255, 151, 44, .28);
border-radius: 50%;
}
.hero-visual::before { inset: 7%; animation: orbit 24s linear infinite; }
.hero-visual::after { inset: 22%; border-style: dashed; animation: orbit 18s linear reverse infinite; }
.hero-mark {
position: relative;
z-index: 2;
width: 56%;
filter: drop-shadow(0 26px 42px rgba(0,0,0,.38));
}
.orbit-dot {
position: absolute;
z-index: 3;
width: 10px;
height: 10px;
border-radius: 50%;
background: #ff8613;
box-shadow: 0 0 20px #ff7a00;
}
.orbit-dot.one { top: 7%; left: 50%; }
.orbit-dot.two { right: 12%; bottom: 24%; width: 7px; height: 7px; }
.orbit-dot.three { left: 18%; bottom: 18%; width: 6px; height: 6px; }
@keyframes orbit { to { transform: rotate(360deg); } }
.container {
max-width: 1180px;
padding: 6rem 2rem;
}
section { margin-bottom: 6rem; }
h2 {
display: block;
max-width: 820px;
padding: 0;
border: 0;
color: #0d2038;
font-size: clamp(2rem, 4vw, 3rem);
letter-spacing: -0.04em;
line-height: 1.1;
}
h2::after {
content: "";
display: block;
width: 44px;
height: 4px;
margin-top: 0.85rem;
border-radius: 99px;
background: #ff7a00;
}
h3 { color: #142842; }
.highlight {
color: #9b4300;
background: #fff0df;
}
.stats-grid { gap: 1rem; margin-top: 2.5rem; }
.stat-card {
position: relative;
overflow: hidden;
min-height: 170px;
padding: 2rem 1.6rem;
text-align: left;
background: #0b1e35;
border: 1px solid #173453;
border-radius: 16px;
box-shadow: 0 12px 35px rgba(10, 29, 52, .12);
}
.stat-card::after {
content: "";
position: absolute;
right: -34px;
bottom: -54px;
width: 130px;
height: 130px;
border: 24px solid rgba(255,122,0,.08);
border-radius: 50%;
}
.stat-number { color: #ff8a12; letter-spacing: -0.04em; }
.stat-label { color: #c3ceda; font-size: .9rem; line-height: 1.45; }
.architecture {
padding: clamp(1rem, 4vw, 3rem);
background: #f1f4f7;
border: 1px solid #dfe5eb;
border-radius: 20px;
}
.architecture img {
border: 1px solid #d8e0e7;
border-radius: 12px;
box-shadow: 0 24px 55px rgba(11, 30, 53, .12);
}
.features-grid { gap: 1rem; }
.feature-card {
padding: 1.7rem;
border: 1px solid #e0e6ec;
border-left: 1px solid #e0e6ec;
border-radius: 15px;
box-shadow: 0 8px 28px rgba(16, 35, 62, .06);
}
.feature-card:hover {
transform: translateY(-4px);
border-color: rgba(255,122,0,.45);
box-shadow: 0 18px 38px rgba(16, 35, 62, .11);
}
.feature-icon {
display: grid;
place-items: center;
width: 44px;
height: 44px;
margin-bottom: 1.1rem;
font-size: 1.35rem;
background: #fff1e4;
border: 1px solid #ffd2aa;
border-radius: 12px;
}
.language-tag {
border: 1px solid #dde4eb;
border-radius: 999px;
background: white;
}
table {
border: 1px solid #dfe5eb;
border-radius: 14px;
box-shadow: 0 10px 32px rgba(16, 35, 62, .07);
}
th { background: #102640; }
tr:hover { background: #fff8f1; }
pre {
background: #081728;
border: 1px solid #183550;
border-radius: 12px;
box-shadow: 0 16px 35px rgba(7, 21, 38, .13);
}
footer {
background: #071526;
border-top: 3px solid #ff7a00;
}
.footer-brand {
display: block;
width: 190px;
margin: 0 auto 1.5rem;
}
.footer-links a:hover { color: #ff9a2e; }
@media (max-width: 920px) {
nav { padding-inline: 1rem; }
.nav-container { flex-wrap: nowrap; }
.nav-links { display: none; }
.hero { min-height: auto; padding-top: 5rem; }
.hero-inner { grid-template-columns: 1fr; text-align: center; }
.hero-copy { width: 100%; min-width: 0; margin: 0 auto; }
.eyebrow, .badges, .cta-buttons { justify-content: center; }
.hero p { margin-left: auto; margin-right: auto; }
.hero-visual { width: min(390px, 90vw); margin: 0 auto; order: -1; }
}
@media (max-width: 640px) {
.hero { padding: 3.5rem 1.1rem 4rem; }
.hero-inner { gap: 2.5rem; }
.hero h1 {
max-width: 100%;
font-size: clamp(2.35rem, 12vw, 3.2rem);
text-wrap: wrap;
}
.hero p { font-size: 1rem; }
.hero-visual { width: min(280px, 80vw); }
.container { padding: 4rem 1rem; }
section { margin-bottom: 4.5rem; }
.features-grid { grid-template-columns: 1fr; }
.stats-grid { grid-template-columns: 1fr 1fr; gap: .7rem; }
.stat-card { min-height: 150px; padding: 1.35rem; }
.stat-number { font-size: 2rem; }
table { display: block; overflow-x: auto; }
}
@media (prefers-reduced-motion: reduce) {
html { scroll-behavior: auto; }
.hero-visual::before,
.hero-visual::after { animation: none; }
}
</style>
</head>
<body>
<!-- Navigation -->
<nav>
<div class="nav-container">
<a href="#" class="nav-brand" aria-label="CodeWiki home">
<img src="./img/black-background-logo.png" alt="CodeWiki">
</a>
<ul class="nav-links">
<li><a href="#about">About</a></li>
<li><a href="#features">Features</a></li>
<li><a href="#results">Results</a></li>
<li><a href="#demo">Demo</a></li>
<li><a href="#installation">Installation</a></li>
<li><a href="./docs/index.html">Repo Docs</a></li>
<li><a href="#citation">Citation</a></li>
</ul>
</div>
</nav>
<!-- Hero Section -->
<div class="hero">
<div class="hero-inner">
<div class="hero-copy">
<div class="eyebrow">Open source · CodeWiki 2.0</div>
<h1>Turn source code into a <span>living technical wiki.</span></h1>
<p>CodeWiki maps the dependencies across an entire repository, then coordinates AI agents to explain its architecture, modules, and data flows.</p>
<div class="badges">
<span class="badge">Python 3.12+</span>
<span class="badge">11 languages</span>
<span class="badge">Incremental updates</span>
<span class="badge">MCP ready</span>
</div>
<div class="cta-buttons">
<a href="https://github.com/FSoft-AI4Code/CodeWiki" class="btn btn-primary" target="_blank" rel="noopener noreferrer">View on GitHub</a>
<a href="https://fsoft-ai4code.github.io/codewiki-demo/" class="btn btn-secondary" target="_blank" rel="noopener noreferrer">Explore live docs</a>
<a href="https://aclanthology.org/2026.findings-acl.288/" class="btn btn-secondary" target="_blank" rel="noopener noreferrer">Read the paper</a>
</div>
<p class="hero-note">
CodeWiki documents itself. <a href="./docs/index.html">Browse this repository’s generated wiki →</a>
</p>
</div>
<div class="hero-visual" aria-hidden="true">
<span class="orbit-dot one"></span>
<span class="orbit-dot two"></span>
<span class="orbit-dot three"></span>
<img class="hero-mark" src="./img/icon.png" alt="">
</div>
</div>
</div>
<!-- Main Content -->
<div class="container">
<!-- About Section -->
<section id="about">
<h2>About</h2>
<p style="font-size: 1.1rem; line-height: 1.8; margin-top: 1.5rem;">
Developers spend nearly <span class="highlight">58% of their time</span> understanding codebases, yet maintaining comprehensive documentation remains challenging. While recent Large Language Models (LLMs) show promise for function-level documentation, they fail at the repository level, where capturing architectural patterns and cross-module interactions is essential.
</p>
<p style="font-size: 1.1rem; line-height: 1.8; margin-top: 1rem;">
<strong>CodeWiki</strong> is an open-source framework for holistic repository-level documentation across eleven programming languages. It builds the dependency graph, decomposes it into a module hierarchy, and has recursive agents write text and diagrams. <strong>Version 2.0</strong> makes the graph more complete, documents build, CI, container, and configuration files alongside code, and keeps documentation current with component-level incremental updates.
</p>
<div class="stats-grid">
<div class="stat-card">
<div class="stat-number">82.23</div>
<div class="stat-label">Weighted Rubric Score, CodeWiki 2.0 (DeepWiki: 65.06)</div>
</div>
<div class="stat-card">
<div class="stat-number">+12.44</div>
<div class="stat-label">Average Gain of 2.0 over 1.0</div>
</div>
<div class="stat-card">
<div class="stat-number">11</div>
<div class="stat-label">Programming Languages</div>
</div>
<div class="stat-card">
<div class="stat-number">1.4M</div>
<div class="stat-label">Max LOC Tested</div>
</div>
</div>
</section>
<!-- Architecture -->
<section id="architecture">
<h2>Framework Architecture</h2>
<div class="architecture">
<img src="./img/framework-overview.png" alt="CodeWiki Framework Architecture" />
<p style="margin-top: 1.5rem; color: var(--text-light);">
<strong>Figure 1:</strong> CodeWiki Framework operates in three main phases: (1) Repository analysis and hierarchical decomposition,
(2) Recursive documentation generation with dynamic delegation, (3) Hierarchical assembly and synthesis
</p>
</div>
</section>
<!-- Key Features -->
<section id="features">
<h2>Key Innovations</h2>
<div class="features-grid">
<div class="feature-card">
<div class="feature-icon">🔄</div>
<h3>Hierarchical Decomposition</h3>
<p>Dynamic programming-inspired strategy that breaks complex repositories into manageable modules while preserving architectural coherence. Handles codebases from 86K to 1.4M lines of code.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🤖</div>
<h3>Recursive Agentic System</h3>
<p>Multi-agent architecture with dynamic delegation capabilities that enables adaptive processing based on module complexity, maintaining quality at repository-level scope.</p>
</div>
<div class="feature-card">
<div class="feature-icon">📊</div>
<h3>Multi-Modal Synthesis</h3>
<p>Generates comprehensive documentation including textual descriptions, architecture diagrams, data flows, and sequence diagrams for holistic understanding.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🕸️</div>
<h3>More Complete Graphs <span style="font-size:0.7em; color: var(--text-light);">2.0</span></h3>
<p>Free functions become documentation units. Call resolution in C, C++, Java, and C# is scope-, namespace-, and import-aware, and library calls are filtered out. Ruby and Scala added.</p>
</div>
<div class="feature-card">
<div class="feature-icon">📦</div>
<h3>Artifact-Aware Generation <span style="font-size:0.7em; color: var(--text-light);">2.0</span></h3>
<p>Dockerfiles, CI workflows, build files, manifests, packaging, configuration, and schemas join the dependency graph and get documented next to the code they build or configure.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🔁</div>
<h3>Incremental Updates <span style="font-size:0.7em; color: var(--text-light);">2.0</span></h3>
<p><code>codewiki generate --update</code> diffs the saved graph against the current code and patches only the pages the change affects. One commit on svelte: $0.34 instead of $21.48 for a full build.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🔌</div>
<h3>Subscription Mode & MCP <span style="font-size:0.7em; color: var(--text-light);">2.0</span></h3>
<p>Run on a Claude or Codex subscription with no API key, or start <code>codewiki mcp</code> and let Cursor, Claude Desktop, Claude Code, or CodeBuddy drive the toolchain.</p>
</div>
</div>
<h3 style="margin-top: 3rem;">Multilingual Support</h3>
<div class="languages">
<span class="language-tag">🐍 Python</span>
<span class="language-tag">☕ Java</span>
<span class="language-tag">📜 JavaScript</span>
<span class="language-tag">📘 TypeScript</span>
<span class="language-tag">🔧 C</span>
<span class="language-tag">⚙️ C++</span>
<span class="language-tag">💎 C#</span>
<span class="language-tag">🎯 Kotlin</span>
<span class="language-tag">🐘 PHP</span>
<span class="language-tag">♦️ Ruby</span>
<span class="language-tag">🔺 Scala</span>
</div>
</section>
<!-- Results -->
<section id="results">
<h2>Benchmark Results</h2>
<p style="font-size: 1.1rem; margin-bottom: 2rem;">
Evaluated on <strong>CodeWikiBench</strong>: seven repositories, 486 rubric requirements, the same LLM judge for every system. Scores are weighted rubric scores from 0 to 100. DeepWiki and CodeWiki 1.0 were re-run under the same setting as 2.0 (September 2026), so they differ from the numbers in the paper. README files and <code>docs/</code> were excluded from CodeWiki's inputs.
</p>
<h3>Score by Repository</h3>
<table>
<thead>
<tr>
<th>Repository</th>
<th>Language</th>
<th>LoC</th>
<th>DeepWiki</th>