code-context-engine

by elara-labs · Python · ★ 180

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.

#ai-coding#claude#claude-code#code-indexing#codex#copilot#cursor#gemini-cli#github-copilot#llm-tools#mcp-server#multi-agent#open-source#openai-codex#save-tokens#token-savings

Install

pip install git+https://github.com/elara-labs/code-context-engine.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "code-context-engine": {
      "command": "uvx",
      "args": [
        "git+https://github.com/elara-labs/code-context-engine.git"
      ]
    }
  }
}

From the README

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. |---|---| | **💰** | **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, Cu…

Read full README on GitHub →

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