token-savior

by Mibayy · Python · ★ 730

The MCP server that turns Claude into the only coding agent hitting 100% on a real benchmark. -77% active tokens, -76% wall time, 0 losses across 96 tasks on Claude Opus 4.7. Structural code navigation + persistent memory. Works with every MCP client.

Install

pip install git+https://github.com/Mibayy/token-savior.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "token-savior": {
      "command": "uvx",
      "args": [
        "git+https://github.com/Mibayy/token-savior.git"
      ]
    }
  }
}

From the README

> The MCP server that turns Claude into the only coding agent hitting **100%** on a real benchmark. > Structural code navigation + persistent memory. **−77% active tokens. −76% wall time. Zero losses.** [](https://github.com/Mibayy/token-savior/releases/tag/v2.7.1) []() []() []() [-brightgreen)](https://mibayy.github.io/token-savior/) []() [](https://github.com/Mibayy/token-savior/actions/workflows/ci.yml) [](https://www.python.org/downloads/) [](https://modelcontextprotocol.io) **📖 [mibayy.github.io/token-savior](https://mibayy.github.io/token-savior/)** — project site + benchmark landing…

Read full README on GitHub →

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