{"repo":"elara-labs/code-context-engine","free":true,"listed":false,"github":"https://github.com/elara-labs/code-context-engine","clone":"git clone https://github.com/elara-labs/code-context-engine.git","description":"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.","language":"Python","stars":396,"topics":["claude-code","code-indexing","llm-tools","cursor","mcp-server","ai-coding","claude","open-source","save-tokens","token-savings"],"license":"MIT","category":"mcp-servers","readme_excerpt":"Code Context Engine Index your codebase. AI searches instead of re-reading files. 94% token savings, reproducibly benchmarked. Website · Docs · Why CCE? · Benchmark · GitHub Python 3.11+ · macOS · Linux · Windows               One command. Auto-detects your editor. Zero cloud, zero config. Talk: We Cut 94% of Our AI Coding Tokens — AI Engineer World's Fair 2026 --- Use cases Use case How CCE helps --- --- --- 💰 Reduce Claude Code costs 94% fewer input tokens per session 🔒 Keep code private Everything local, no cloud indexing 🔄 Multi-editor teams One index across Claude Code, Cursor, VS Code, Gemini CLI 🧠 Cross-session memory Decisions and context survive restarts ⚡ Faster responses Less context = faster Claude replies 📊 Track actual savings Dollar amounts, not estimates --- Quick start One command. 30 seconds. Or if you prefer a persistent install: Restart your editor. Done. Every question now hits the index instead of re-reading files. Agent Plugin support: Run cce init --plugin to generate a portable Agent Plugin directory that works with VS Code, Cursor, Copilot, Codex, ChatGPT, and Kiro. The plugin uses uvx to launch CCE on demand, so users don't need to pre-install the Python package. See Agent Plugin below. Already have Ollama? Skip [local] and use uv tool install code-context-engine instead. CCE auto-detects Ollama at localhost:11434 and uses nomic-embed-text . System requirements Python 3.11+ and a C compiler (for tree-sitter gr","default_branch":null,"files":null,"tree":[],"storefront":"/r/elara-labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/elara-labs/code-context-engine/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}