token-savior

by Mibayy · Python · ★ 1,019

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

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

From the README

> One MCP server. One profile. **97.9% on tsbench at -80% tokens.** > Structural code navigation, persistent memory, and Bash output compaction for AI coding agents. [](https://github.com/Mibayy/token-savior/releases/tag/v4.3.0) [](https://pypi.org/project/token-savior-recall/) []() [-brightgreen)](https://mibayy.github.io/token-savior/) [](https://www.python.org/downloads/) [](https://modelcontextprotocol.io) [](https://github.com/Mibayy/token-savior/actions/workflows/ci.yml) **[mibayy.github.io/token-savior](https://mibayy.github.io/token-savior/)** -- project site + benchmark landing **[g…

Read full README on GitHub →

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