elara-labs · rajkumarsakthivel · May 16, 2026 · May 16, 2026
@@ -0,0 +1,34 @@
+---
+title: Code Context Engine
+description: Documentation for Code Context Engine, a local MCP server that saves 94% on AI coding tokens.
+template: splash
+hero:
+  title: Code Context Engine
+  tagline: Index your codebase. AI searches instead of reading files. 94% token savings.
+  actions:
+    - text: Getting Started
+      link: /code-context-engine/guide/getting-started/
+      icon: right-arrow
+      variant: primary
+    - text: View on GitHub
+      link: https://github.com/elara-labs/code-context-engine
+      icon: external
+      variant: minimal
+---
+
+import { Card, CardGrid } from '@astrojs/starlight/components';
+
+<CardGrid>
+  <Card title="Multi-Agent Support" icon="rocket">
+    Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI, OpenCode, and Tabnine.
+  </Card>
+  <Card title="94% Token Savings" icon="approve-check">
+    Benchmarked on FastAPI. 20 real queries. Reproducible results.
+  </Card>
+  <Card title="Local and Private" icon="seti:lock">
+    Everything runs on your machine. No code leaves your system.
+  </Card>
+  <Card title="Built-in Search" icon="magnifier">
+    Hybrid vector + keyword search with graph expansion finds relevant code fast.
+  </Card>
+</CardGrid>
@@ -24,7 +24,14 @@
 			},
 		};
 	})();
-</script><template id="theme-icons"><svg aria-hidden="true" class="light astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M5 12a1 1 0 0 0-1-1H3a1 1 0 0 0 0 2h1a1 1 0 0 0 1-1Zm.64 5-.71.71a1 1 0 0 0 0 1.41 1 1 0 0 0 1.41 0l.71-.71A1 1 0 0 0 5.64 17ZM12 5a1 1 0 0 0 1-1V3a1 1 0 0 0-2 0v1a1 1 0 0 0 1 1Zm5.66 2.34a1 1 0 0 0 .7-.29l.71-.71a1 1 0 1 0-1.41-1.41l-.66.71a1 1 0 0 0 0 1.41 1 1 0 0 0 .66.29Zm-12-.29a1 1 0 0 0 1.41 0 1 1 0 0 0 0-1.41l-.71-.71a1.004 1.004 0 1 0-1.43 1.41l.73.71ZM21 11h-1a1 1 0 0 0 0 2h1a1 1 0 0 0 0-2Zm-2.64 6A1 1 0 0 0 17 18.36l.71.71a1 1 0 0 0 1.41 0 1 1 0 0 0 0-1.41l-.76-.66ZM12 6.5a5.5 5.5 0 1 0 5.5 5.5A5.51 5.51 0 0 0 12 6.5Zm0 9a3.5 3.5 0 1 1 0-7 3.5 3.5 0 0 1 0 7Zm0 3.5a1 1 0 0 0-1 1v1a1 1 0 0 0 2 0v-1a1 1 0 0 0-1-1Z"/></svg><svg aria-hidden="true" class="dark astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M21.64 13a1 1 0 0 0-1.05-.14 8.049 8.049 0 0 1-3.37.73 8.15 8.15 0 0 1-8.14-8.1 8.59 8.59 0 0 1 .25-2A1 1 0 0 0 8 2.36a10.14 10.14 0 1 0 14 11.69 1 1 0 0 0-.36-1.05Zm-9.5 6.69A8.14 8.14 0 0 1 7.08 5.22v.27a10.15 10.15 0 0 0 10.14 10.14 9.784 9.784 0 0 0 2.1-.22 8.11 8.11 0 0 1-7.18 4.32v-.04Z"/></svg><svg aria-hidden="true" class="auto astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M21 14h-1V7a3 3 0 0 0-3-3H7a3 3 0 0 0-3 3v7H3a1 1 0 0 0-1 1v2a3 3 0 0 0 3 3h14a3 3 0 0 0 3-3v-2a1 1 0 0 0-1-1ZM6 7a1 1 0 0 1 1-1h10a1 1 0 0 1 1 1v7H6V7Zm14 10a1 1 0 0 1-1 1H5a1 1 0 0 1-1-1v-1h16v1Z"/></svg></template><link rel="stylesheet" href="/code-context-engine/guide/_astro/print.DNXP8c50.css" media="print"><link rel="stylesheet" href="/code-context-engine/guide/_astro/index.Bb6Kw-GX.css"><script type="module" src="/code-context-engine/guide/_astro/page.B1D-nYk3.js"></script></head> <body class="astro-bguv2lll"> <a href="#_top" class="astro-7q3lir66">Skip to content</a>  <div class="page sl-flex astro-vrdttmbt"> <header class="header astro-vrdttmbt"><div class="header astro-kmkmnagf"> <div class="title-wrapper sl-flex astro-kmkmnagf"> <a href="/code-context-engine/guide/" class="site-title sl-flex astro-m46x6ez3">  <img class="astro-m46x6ez3" alt src="/code-context-engine/guide/_astro/logo.CZyPuLma.svg" width="512" height="512">  <span class="astro-m46x6ez3" translate="no"> Code Context Engine </span> </a>  </div> <div class="sl-flex print:hidden astro-kmkmnagf"> <site-search class="astro-kmkmnagf astro-v37mnknz" data-translations="{&#34;placeholder&#34;:&#34;Search&#34;}"> <button data-open-modal disabled aria-label="Search" aria-keyshortcuts="Control+K" class="astro-v37mnknz"> <svg aria-hidden="true" class="astro-v37mnknz astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M21.71 20.29 18 16.61A9 9 0 1 0 16.61 18l3.68 3.68a.999.999 0 0 0 1.42 0 1 1 0 0 0 0-1.39ZM11 18a7 7 0 1 1 0-14 7 7 0 0 1 0 14Z"/></svg> <span class="sl-hidden md:sl-block astro-v37mnknz" aria-hidden="true">Search</span> <kbd class="sl-hidden md:sl-flex astro-v37mnknz" style="display: none;"> <kbd class="astro-v37mnknz">Ctrl</kbd><kbd class="astro-v37mnknz">K</kbd> </kbd> </button> <dialog style="padding:0" aria-label="Search" class="astro-v37mnknz"> <div class="dialog-frame sl-flex astro-v37mnknz">  <button data-close-modal class="sl-flex md:sl-hidden astro-v37mnknz"> Cancel </button> <div class="search-container astro-v37mnknz"> <div id="starlight__search" class="astro-v37mnknz"></div> </div> </div> </dialog> </site-search>  <script>
+</script><template id="theme-icons"><svg aria-hidden="true" class="light astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M5 12a1 1 0 0 0-1-1H3a1 1 0 0 0 0 2h1a1 1 0 0 0 1-1Zm.64 5-.71.71a1 1 0 0 0 0 1.41 1 1 0 0 0 1.41 0l.71-.71A1 1 0 0 0 5.64 17ZM12 5a1 1 0 0 0 1-1V3a1 1 0 0 0-2 0v1a1 1 0 0 0 1 1Zm5.66 2.34a1 1 0 0 0 .7-.29l.71-.71a1 1 0 1 0-1.41-1.41l-.66.71a1 1 0 0 0 0 1.41 1 1 0 0 0 .66.29Zm-12-.29a1 1 0 0 0 1.41 0 1 1 0 0 0 0-1.41l-.71-.71a1.004 1.004 0 1 0-1.43 1.41l.73.71ZM21 11h-1a1 1 0 0 0 0 2h1a1 1 0 0 0 0-2Zm-2.64 6A1 1 0 0 0 17 18.36l.71.71a1 1 0 0 0 1.41 0 1 1 0 0 0 0-1.41l-.76-.66ZM12 6.5a5.5 5.5 0 1 0 5.5 5.5A5.51 5.51 0 0 0 12 6.5Zm0 9a3.5 3.5 0 1 1 0-7 3.5 3.5 0 0 1 0 7Zm0 3.5a1 1 0 0 0-1 1v1a1 1 0 0 0 2 0v-1a1 1 0 0 0-1-1Z"/></svg><svg aria-hidden="true" class="dark astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M21.64 13a1 1 0 0 0-1.05-.14 8.049 8.049 0 0 1-3.37.73 8.15 8.15 0 0 1-8.14-8.1 8.59 8.59 0 0 1 .25-2A1 1 0 0 0 8 2.36a10.14 10.14 0 1 0 14 11.69 1 1 0 0 0-.36-1.05Zm-9.5 6.69A8.14 8.14 0 0 1 7.08 5.22v.27a10.15 10.15 0 0 0 10.14 10.14 9.784 9.784 0 0 0 2.1-.22 8.11 8.11 0 0 1-7.18 4.32v-.04Z"/></svg><svg aria-hidden="true" class="auto astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M21 14h-1V7a3 3 0 0 0-3-3H7a3 3 0 0 0-3 3v7H3a1 1 0 0 0-1 1v2a3 3 0 0 0 3 3h14a3 3 0 0 0 3-3v-2a1 1 0 0 0-1-1ZM6 7a1 1 0 0 1 1-1h10a1 1 0 0 1 1 1v7H6V7Zm14 10a1 1 0 0 1-1 1H5a1 1 0 0 1-1-1v-1h16v1Z"/></svg></template><link rel="stylesheet" href="/code-context-engine/guide/_astro/print.DNXP8c50.css" media="print"><link rel="stylesheet" href="/code-context-engine/guide/_astro/index.BFeRlIb1.css">
+<style>@layer starlight.components{:root{--sl-badge-default-border: var(--sl-color-accent);--sl-badge-default-bg: var(--sl-color-accent-low);--sl-badge-default-text: #fff;--sl-badge-note-border: var(--sl-color-blue);--sl-badge-note-bg: var(--sl-color-blue-low);--sl-badge-note-text: #fff;--sl-badge-danger-border: var(--sl-color-red);--sl-badge-danger-bg: var(--sl-color-red-low);--sl-badge-danger-text: #fff;--sl-badge-success-border: var(--sl-color-green);--sl-badge-success-bg: var(--sl-color-green-low);--sl-badge-success-text: #fff;--sl-badge-caution-border: var(--sl-color-orange);--sl-badge-caution-bg: var(--sl-color-orange-low);--sl-badge-caution-text: #fff;--sl-badge-tip-border: var(--sl-color-purple);--sl-badge-tip-bg: var(--sl-color-purple-low);--sl-badge-tip-text: #fff}[data-theme=light]:root{--sl-badge-default-bg: var(--sl-color-accent-high);--sl-badge-note-bg: var(--sl-color-blue-high);--sl-badge-danger-bg: var(--sl-color-red-high);--sl-badge-success-bg: var(--sl-color-green-high);--sl-badge-caution-bg: var(--sl-color-orange-high);--sl-badge-tip-bg: var(--sl-color-purple-high)}.sl-badge:where(.astro-avdet4wd){display:inline-block;border:1px solid var(--sl-color-border-badge);border-radius:.25rem;font-family:var(--sl-font-system-mono);line-height:normal;color:var(--sl-color-text-badge);background-color:var(--sl-color-bg-badge);overflow-wrap:anywhere}.sidebar-content .sl-badge:where(.astro-avdet4wd){line-height:1;font-size:var(--sl-text-xs);padding:.125rem .375rem}.sidebar-content a[aria-current=page]>.sl-badge:where(.astro-avdet4wd){--sl-color-bg-badge: transparent;--sl-color-border-badge: currentColor;color:inherit}.default:where(.astro-avdet4wd){--sl-color-bg-badge: var(--sl-badge-default-bg);--sl-color-border-badge: var(--sl-badge-default-border);--sl-color-text-badge: var(--sl-badge-default-text)}.note:where(.astro-avdet4wd){--sl-color-bg-badge: var(--sl-badge-note-bg);--sl-color-border-badge: var(--sl-badge-note-border);--sl-color-text-badge: var(--sl-badge-note-text)}.danger:where(.astro-avdet4wd){--sl-color-bg-badge: var(--sl-badge-danger-bg);--sl-color-border-badge: var(--sl-badge-danger-border);--sl-color-text-badge: var(--sl-badge-danger-text)}.success:where(.astro-avdet4wd){--sl-color-bg-badge: var(--sl-badge-success-bg);--sl-color-border-badge: var(--sl-badge-success-border);--sl-color-text-badge: var(--sl-badge-success-text)}.tip:where(.astro-avdet4wd){--sl-color-bg-badge: var(--sl-badge-tip-bg);--sl-color-border-badge: var(--sl-badge-tip-border);--sl-color-text-badge: var(--sl-badge-tip-text)}.caution:where(.astro-avdet4wd){--sl-color-bg-badge: var(--sl-badge-caution-bg);--sl-color-border-badge: var(--sl-badge-caution-border);--sl-color-text-badge: var(--sl-badge-caution-text)}.small:where(.astro-avdet4wd){font-size:var(--sl-text-xs);padding:.125rem .25rem}.medium:where(.astro-avdet4wd){font-size:var(--sl-text-sm);padding:.175rem .35rem}.large:where(.astro-avdet4wd){font-size:var(--sl-text-base);padding:.225rem .45rem}.sl-markdown-content :is(h1,h2,h3,h4,h5,h6) .sl-badge:where(.astro-avdet4wd){vertical-align:middle}}
+@layer starlight.components{.card:where(.astro-v5tidmuc){--sl-card-border: var(--sl-color-purple);--sl-card-bg: var(--sl-color-purple-low);border:1px solid var(--sl-color-gray-5);background-color:var(--sl-color-black);padding:clamp(1rem,calc(.125rem + 3vw),2.5rem);flex-direction:column;gap:clamp(.5rem,calc(.125rem + 1vw),1rem)}.card:where(.astro-v5tidmuc):nth-child(4n+1){--sl-card-border: var(--sl-color-orange);--sl-card-bg: var(--sl-color-orange-low)}.card:where(.astro-v5tidmuc):nth-child(4n+3){--sl-card-border: var(--sl-color-green);--sl-card-bg: var(--sl-color-green-low)}.card:where(.astro-v5tidmuc):nth-child(4n+4){--sl-card-border: var(--sl-color-red);--sl-card-bg: var(--sl-color-red-low)}.card:where(.astro-v5tidmuc):nth-child(4n+5){--sl-card-border: var(--sl-color-blue);--sl-card-bg: var(--sl-color-blue-low)}.title:where(.astro-v5tidmuc){font-weight:600;font-size:var(--sl-text-h4);color:var(--sl-color-white);line-height:var(--sl-line-height-headings);gap:1rem;align-items:center}.card:where(.astro-v5tidmuc) .icon:where(.astro-v5tidmuc){border:1px solid var(--sl-card-border);background-color:var(--sl-card-bg);padding:.2em;border-radius:.25rem;flex-shrink:0}.card:where(.astro-v5tidmuc) .body:where(.astro-v5tidmuc){margin:0;font-size:clamp(var(--sl-text-sm),calc(.5rem + 1vw),var(--sl-text-body))}}
+@layer starlight.components{.card-grid:where(.astro-zntqmydn){display:grid;grid-template-columns:100%;gap:1rem}.card-grid:where(.astro-zntqmydn)>*{margin-top:0!important}@media(min-width:50rem){.card-grid:where(.astro-zntqmydn){grid-template-columns:1fr 1fr;gap:1.5rem}.stagger:where(.astro-zntqmydn){--stagger-height: 5rem;padding-bottom:var(--stagger-height)}.stagger:where(.astro-zntqmydn)>*:nth-child(2n){transform:translateY(var(--stagger-height))}}}
+@layer starlight.components{svg:where(.astro-c6vsoqas){color:var(--sl-icon-color);font-size:var(--sl-icon-size, 1em);width:1em;height:1em}}
+@layer starlight.components{.sl-steps{--bullet-size: calc(var(--sl-line-height) * 1rem);--bullet-margin: .375rem;list-style:none;counter-reset:steps-counter var(--sl-steps-start, 0);padding-inline-start:0}.sl-steps>li{counter-increment:steps-counter;position:relative;padding-inline-start:calc(var(--bullet-size) + 1rem);padding-bottom:1px;min-height:calc(var(--bullet-size) + var(--bullet-margin))}.sl-steps>li+li{margin-top:0}.sl-steps>li:before{content:counter(steps-counter);position:absolute;top:0;inset-inline-start:0;width:var(--bullet-size);height:var(--bullet-size);line-height:var(--bullet-size);font-size:var(--sl-text-xs);font-weight:600;text-align:center;color:var(--sl-color-white);background-color:var(--sl-color-gray-6);border-radius:99rem;box-shadow:inset 0 0 0 1px var(--sl-color-gray-5)}.sl-steps>li:after{--guide-width: 1px;content:"";position:absolute;top:calc(var(--bullet-size) + var(--bullet-margin));bottom:var(--bullet-margin);inset-inline-start:calc((var(--bullet-size) - var(--guide-width)) / 2);width:var(--guide-width);background-color:var(--sl-color-hairline-light)}}@layer starlight.content{.sl-steps>li>:first-child{--lh: calc(1em * var(--sl-line-height));--shift-y: calc(.5 * (var(--bullet-size) - var(--lh)));transform:translateY(var(--shift-y));margin-bottom:var(--shift-y)}.sl-steps>li>:first-child:where(h1,h2,h3,h4,h5,h6){--lh: calc(1em * var(--sl-line-height-headings))}@supports (--prop: 1lh){.sl-steps>li>:first-child{--lh: 1lh}}}
+@layer starlight.components{.sl-link-button:where(.astro-xwgiixxa){align-items:center;border:1px solid transparent;border-radius:999rem;display:inline-flex;font-size:var(--sl-text-sm);gap:.5em;line-height:1.1875;outline-offset:.25rem;padding:.4375rem 1.125rem;text-decoration:none}.sl-link-button:where(.astro-xwgiixxa).primary{background:var(--sl-color-text-accent);border-color:var(--sl-color-text-accent);color:var(--sl-color-black)}.sl-link-button:where(.astro-xwgiixxa).primary:hover{color:var(--sl-color-black)}.sl-link-button:where(.astro-xwgiixxa).secondary{border-color:inherit;color:var(--sl-color-white)}.sl-link-button:where(.astro-xwgiixxa).minimal{color:var(--sl-color-white);padding-inline:0}.sl-link-button:where(.astro-xwgiixxa) svg{flex-shrink:0}@media(min-width:50rem){.sl-link-button:where(.astro-xwgiixxa){font-size:var(--sl-text-base);padding:.9375rem 1.25rem}}.sl-markdown-content .sl-link-button:where(.astro-xwgiixxa){margin-inline-end:1rem}.sl-markdown-content .sl-link-button:where(.astro-xwgiixxa):not(:where(p *)){margin-block:1rem}}
+</style><script type="module" src="/code-context-engine/guide/_astro/page.B1D-nYk3.js"></script></head> <body class="astro-bguv2lll"> <a href="#_top" class="astro-7q3lir66">Skip to content</a>  <div class="page sl-flex astro-vrdttmbt"> <header class="header astro-vrdttmbt"><div class="header astro-kmkmnagf"> <div class="title-wrapper sl-flex astro-kmkmnagf"> <a href="/code-context-engine/guide/" class="site-title sl-flex astro-m46x6ez3">  <img class="astro-m46x6ez3" alt src="/code-context-engine/guide/_astro/logo.CZyPuLma.svg" width="512" height="512">  <span class="astro-m46x6ez3" translate="no"> Code Context Engine </span> </a>  </div> <div class="sl-flex print:hidden astro-kmkmnagf"> <site-search class="astro-kmkmnagf astro-v37mnknz" data-translations="{&#34;placeholder&#34;:&#34;Search&#34;}"> <button data-open-modal disabled aria-label="Search" aria-keyshortcuts="Control+K" class="astro-v37mnknz"> <svg aria-hidden="true" class="astro-v37mnknz astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1em;"><path d="M21.71 20.29 18 16.61A9 9 0 1 0 16.61 18l3.68 3.68a.999.999 0 0 0 1.42 0 1 1 0 0 0 0-1.39ZM11 18a7 7 0 1 1 0-14 7 7 0 0 1 0 14Z"/></svg> <span class="sl-hidden md:sl-block astro-v37mnknz" aria-hidden="true">Search</span> <kbd class="sl-hidden md:sl-flex astro-v37mnknz" style="display: none;"> <kbd class="astro-v37mnknz">Ctrl</kbd><kbd class="astro-v37mnknz">K</kbd> </kbd> </button> <dialog style="padding:0" aria-label="Search" class="astro-v37mnknz"> <div class="dialog-frame sl-flex astro-v37mnknz">  <button data-close-modal class="sl-flex md:sl-hidden astro-v37mnknz"> Cancel </button> <div class="search-container astro-v37mnknz"> <div id="starlight__search" class="astro-v37mnknz"></div> </div> </div> </dialog> </site-search>  <script>
 	(() => {
 		const openBtn = document.querySelector('button[data-open-modal]');
 		const shortcut = openBtn?.querySelector('kbd');