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<!-- Hero Section -->
<section class="hero">
<div class="hero-content">
<div class="hero-badge">BRINGING IDEAS TO LIFE</div>
<h1 class="hero-title">
Open Source Code<br>
<span class="hero-highlight">Intelligence</span>
</h1>
<h2 class="hero-subtitle">MCP Server & Knowledge Graph Builder for Developers</h2>
<p class="hero-description">
Transform any codebase into an intelligent knowledge graph. Built-in MCP server with memory
and optimized search connects seamlessly with Claude Desktop, Cursor, and other AI assistants.
Plus everyday CLI tools for commits, reviews, and releases.
</p>
<div class="hero-cta">
<a href="#installation" class="btn btn-primary">Start MCP Server</a>
<a href="https://github.com/Muvon/octocode" target="_blank" class="btn btn-secondary">
⭐ Star on GitHub
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<div class="hero-trust">
<span class="trust-item">Apache 2.0</span>
<span class="trust-separator">•</span>
<span class="trust-item">MCP + CLI Tools</span>
<span class="trust-separator">•</span>
<span class="trust-item">Local-First</span>
</div>
</div>
<div class="hero-tech-tags">
<div class="tech-tag">Software as a Service</div>
<div class="tech-tag">Artificial Intelligence</div>
<div class="tech-tag">API Integration</div>
<div class="tech-tag">Blockchain</div>
<div class="tech-tag">E-commerce</div>
<div class="tech-tag">Fintech</div>
<div class="tech-tag">Open Source</div>
</div>
</section>
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<section id="features" class="features">
<div class="container">
<h2 class="section-title">Key Features</h2>
<div class="features-grid">
<div class="feature-card">
<div class="feature-icon">🔌</div>
<h3>MCP Server with Memory</h3>
<p>Built-in Model Context Protocol server with persistent memory and optimized search for AI assistants</p>
</div>
<div class="feature-card">
<div class="feature-icon">⚡</div>
<h3>CLI Developer Tools</h3>
<p>Smart commit messages, AI code reviews, and automated releases - all from your terminal</p>
</div>
<div class="feature-card">
<div class="feature-icon">🔍</div>
<h3>Semantic Code Search</h3>
<p>Natural language queries with multi-query support across 12+ programming languages</p>
</div>
<div class="feature-card">
<div class="feature-icon">🕸️</div>
<h3>Knowledge Graphs</h3>
<p>AI-powered relationship discovery with GraphRAG technology</p>
</div>
<div class="feature-card">
<div class="feature-icon">🔒</div>
<h3>Privacy & Performance</h3>
<p>Local-first processing, intelligent vector optimization, handles codebases of any size</p>
</div>
<div class="feature-card">
<div class="feature-icon">🌍</div>
<h3>Open Source</h3>
<p>Apache 2.0 license, community-driven, transparent development</p>
</div>
</div>
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</section>
<!-- MCP Server Integration -->
<section id="mcp-server" class="mcp-showcase">
<div class="container">
<div class="mcp-content">
<div class="mcp-text">
<h2>Advanced MCP Server Integration</h2>
<p>Octocode provides a production-ready Model Context Protocol server with persistent memory, optimized search, and intelligent caching. Your AI assistants get comprehensive codebase knowledge that improves over time.</p>
<div class="mcp-features">
<div class="mcp-feature">
<h4>🧠 Persistent Memory</h4>
<p>AI assistants remember insights, decisions, and patterns across sessions</p>
</div>
<div class="mcp-feature">
<h4>⚡ Optimized Search</h4>
<p>Multi-query semantic search with intelligent result ranking and caching</p>
</div>
<div class="mcp-feature">
<h4>🔗 Universal Integration</h4>
<p>Works with Claude Desktop, Cursor, Continue, and any MCP-compatible AI tool</p>
</div>
</div>
<div class="mcp-setup">
<h4>One-line setup:</h4>
<div class="code-block">
<code>octocode mcp --path /your/project</code>
</div>
</div>
</div>
<div class="mcp-demo">
<div class="demo-placeholder">
<div class="demo-icon">🎬</div>
<p>MCP Server Features</p>
<ul class="demo-features">
<li>✅ Semantic search across codebase</li>
<li>✅ Persistent memory system</li>
<li>✅ Knowledge graph relationships</li>
<li>✅ Real-time file watching</li>
<li>✅ LSP integration support</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- CLI Tools Section -->
<section class="cli-tools">
<div class="container">
<h2 class="section-title">Everyday Developer CLI Tools</h2>
<p class="section-description">Beyond search and indexing, Octocode provides AI-powered CLI tools for your daily development workflow.</p>
<div class="cli-tools-grid">
<div class="cli-tool-card">
<div class="cli-icon">💬</div>
<h3>Smart Commits</h3>
<div class="cli-example">
<code>octocode commit --all</code>
</div>
<p>AI analyzes your staged changes and generates contextual commit messages following conventional format with proper scope and detailed descriptions.</p>
<div class="cli-features">
<span class="cli-feature">Conventional commits</span>
<span class="cli-feature">Multi-file analysis</span>
<span class="cli-feature">Auto-scope detection</span>
</div>
</div>
<div class="cli-tool-card">
<div class="cli-icon">🔍</div>
<h3>AI Code Review</h3>
<div class="cli-example">
<code>octocode review --focus security</code>
</div>
<p>Get AI-powered code reviews that check for security issues, performance problems, best practices, and maintainability concerns.</p>
<div class="cli-features">
<span class="cli-feature">Security analysis</span>
<span class="cli-feature">Performance checks</span>
<span class="cli-feature">Best practices</span>
</div>
</div>
<div class="cli-tool-card">
<div class="cli-icon">🚀</div>
<h3>Automated Releases</h3>
<div class="cli-example">
<code>octocode release --dry-run</code>
</div>
<p>Intelligent release automation with AI-powered version calculation, changelog generation, and semantic versioning based on your changes.</p>
<div class="cli-features">
<span class="cli-feature">Version calculation</span>
<span class="cli-feature">Changelog generation</span>
<span class="cli-feature">Multi-language support</span>
</div>
</div>
</div>
</div>
</section>
<!-- Use Cases -->
<section class="use-cases">
<div class="container">
<h2 class="section-title">Powerful Use Cases</h2>
<div class="use-cases-grid">
<div class="use-case-card">
<div class="use-case-icon">🚀</div>
<h3>Smart Git Workflow</h3>
<p>Generate contextual commit messages, get AI-powered code reviews, and automate releases. <code>octocode commit --all</code> analyzes your changes and creates meaningful commit messages following conventional format.</p>
</div>
<div class="use-case-card">
<div class="use-case-icon">🔍</div>
<h3>Instant Codebase Understanding</h3>
<p>Ask your AI assistant "How does authentication work?" and get comprehensive answers with code examples, relationships, and architecture insights from your MCP-enabled knowledge graph.</p>
</div>
<div class="use-case-card">
<div class="use-case-icon">🧠</div>
<h3>Persistent AI Memory</h3>
<p>Your AI assistant remembers previous conversations, architectural decisions, and code patterns. Build institutional knowledge that persists across team members and projects.</p>
</div>
<div class="use-case-card">
<div class="use-case-icon">📈</div>
<h3>Multi-Query Semantic Search</h3>
<p>Search with multiple related terms like <code>["auth", "middleware", "jwt"]</code> for comprehensive results. The MCP server optimizes and caches searches for faster AI assistant responses.</p>
</div>
</div>
</div>
</section>
<!-- Technology Stack -->
<section class="tech-stack">
<div class="container">
<div class="tech-content">
<div class="tech-languages">
<h3>Supported Languages</h3>
<div class="languages-grid">
<div class="lang-item">
<span class="lang-icon">🦀</span>
<span>Rust</span>
</div>
<div class="lang-item">
<span class="lang-icon">🐍</span>
<span>Python</span>
</div>
<div class="lang-item">
<span class="lang-icon">📜</span>
<span>JavaScript</span>
</div>
<div class="lang-item">
<span class="lang-icon">📘</span>
<span>TypeScript</span>
</div>
<div class="lang-item">
<span class="lang-icon">🐹</span>
<span>Go</span>
</div>
<div class="lang-item">
<span class="lang-icon">🐘</span>
<span>PHP</span>
</div>
<div class="lang-item">
<span class="lang-icon">⚡</span>
<span>C++</span>
</div>
<div class="lang-item">
<span class="lang-icon">💎</span>
<span>Ruby</span>
</div>
<div class="lang-item">
<span class="lang-icon">📄</span>
<span>JSON</span>
</div>
<div class="lang-item">
<span class="lang-icon">🐚</span>
<span>Bash</span>
</div>
<div class="lang-item">
<span class="lang-icon">📝</span>
<span>Markdown</span>
</div>
<div class="lang-item">
<span class="lang-icon">🎨</span>
<span>CSS</span>
</div>
</div>
</div>
<div class="tech-performance">
<h3>Performance Metrics</h3>
<div class="metrics-grid">
<div class="metric-item">
<div class="metric-value">⚡ 16</div>
<div class="metric-label">files/batch processing</div>
</div>
<div class="metric-item">
<div class="metric-value">💾 ~10KB</div>
<div class="metric-label">storage per file</div>
</div>
<div class="metric-item">
<div class="metric-value">🔄 Real-time</div>
<div class="metric-label">incremental updates</div>
</div>
<div class="metric-item">
<div class="metric-value">🧠 Memory</div>
<div class="metric-label">persistent AI insights</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Open Source Advantages -->
<section class="open-source">
<div class="container">
<h2 class="section-title">Why Choose Open Source Code Intelligence?</h2>
<div class="advantages-grid">
<div class="advantage-card">
<div class="advantage-icon">🔓</div>
<h3>No Vendor Lock-in</h3>
<p>Your data, your control, Apache 2.0 license</p>
</div>
<div class="advantage-card">
<div class="advantage-icon">🛠️</div>
<h3>Extensible</h3>
<p>Add custom languages, embedding providers, or AI models</p>
</div>
<div class="advantage-card">
<div class="advantage-icon">🔒</div>
<h3>Security First</h3>
<p>Audit the code, run locally, enterprise-ready</p>
</div>
<div class="advantage-card">
<div class="advantage-icon">🌱</div>
<h3>Community Driven</h3>
<p>Backed by Muvon, enhanced by developers worldwide</p>
</div>
</div>
</div>
</section>
<!-- Installation -->
<section id="installation" class="installation">
<div class="container">
<h2 class="section-title">Quick Start</h2>
<div class="install-content">
<div class="install-steps">
<div class="step">
<div class="step-number">1</div>
<div class="step-content">
<h4>Install (Linux, macOS, Windows)</h4>
<div class="code-block">
<pre><code class="language-bash">curl -fsSL https://raw.githubusercontent.com/Muvon/octocode/master/install.sh | sh</code></pre>
</div>
</div>
</div>
<div class="step">
<div class="step-number">2</div>
<div class="step-content">
<h4>Set up API key (200M free tokens)</h4>
<div class="code-block">
<pre><code class="language-bash">export VOYAGE_API_KEY="your-key"</code></pre>
</div>
</div>
</div>
<div class="step">
<div class="step-number">3</div>
<div class="step-content">
<h4>Index your project</h4>
<div class="code-block">
<pre><code class="language-bash">octocode index</code></pre>
</div>
</div>
</div>
<div class="step">
<div class="step-number">4</div>
<div class="step-content">
<h4>Start MCP server & try CLI tools</h4>
<div class="code-block">
<pre><code class="language-bash"># Start MCP server for AI assistants
octocode mcp --path .
# Try AI-powered git workflow
octocode commit --all
octocode review --focus security</code></pre>
</div>
</div>
</div>
</div>
<div class="install-alternatives">
<h4>Alternative Installation Methods:</h4>
<ul>
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