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code-context-engine
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code-context-engine

Active·★ 435·MIT·Updated 2026-08-23

Code Context Engine (CCE) indexes your codebase using tree-sitter parsing and vector embeddings, allowing AI coding agents to search for relevant code instead of re-reading entire files. It saves up to 94% input tokens, works across multiple editors (Claude Code, VS Code, Cursor, Gemini CLI, Codex CLI), and runs entirely locally for privacy. With built-in compression, graph expansion, and cross-session memory, CCE reduces costs and speeds up responses.

code-context-engine sits in the Code Assistant category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward Saves up to 94% input tokens via retrieval and compression. A representative use case is Reduce Claude Code costs by cutting input tokens. The listed license is MIT. GitHub stars are currently 435. Relevant tags include ai-coding, claude.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

#ai-coding#claude#claude-code#code-indexing#codex#copilot#cursor#gemini-cli
$ Install
$ uv tool install "code-context-engine[local]"
↗ Visit site★ GitHub
01

Features

01Saves up to 94% input tokens via retrieval and compression
02Works across multiple editors with a single index
03Zero cloud, everything runs locally
04Cross-session memory with decision recording and recall
05Live dashboard with token savings tracking
02

Why choose it

+Saves up to 94% input tokens via retrieval and compression
+Works across multiple editors with a single index
+Reduce Claude Code costs by cutting input tokens
+Supports 3 platforms or runtime environments.
03

Trade-offs

!The final decision should still be made through side-by-side comparison with similar tools.
04

Compatibility

macOS
macOS
Verified via docs
Linux
Linux
Verified via docs
Windows
Windows
Verified via docs
05

Quick start

1
$ uv tool install "code-context-engine[local]"
06

Use cases

↳Reduce Claude Code costs by cutting input tokens
↳Keep code private with fully local indexing
↳Speed up multi-editor workflows with shared index
07

Alternatives

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On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07Alternatives
elara-labs /
code-context-engine
↗

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

435MIT
Last commit2mo ago
StatusActive
CategoryCode Assistant
Links
Documentation↗Discussion↗Issues↗Releases↗
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