Mibayy/token-savior

924 stars · Last commit 2026-05-26

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.

README preview

<!-- mcp-name: io.github.Mibayy/token-savior-recall -->

<div align="center">

# Token Savior -- v4.3

> 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.

[![Version](https://img.shields.io/badge/version-4.3.0-blue)](https://github.com/Mibayy/token-savior/releases/tag/v4.3.0)
[![PyPI](https://img.shields.io/badge/pypi-token--savior--recall-orange)](https://pypi.org/project/token-savior-recall/)
[![Tests](https://img.shields.io/badge/tests-1688%2F1688-brightgreen)]()
[![Benchmark](https://img.shields.io/badge/tsbench-97.9%25%20(188%2F192)-brightgreen)](https://mibayy.github.io/token-savior/)
[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)
[![MCP](https://img.shields.io/badge/MCP-compatible-purple.svg)](https://modelcontextprotocol.io)
[![CI](https://github.com/Mibayy/token-savior/actions/workflows/ci.yml/badge.svg)](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
**[github.com/Mibayy/tsbench](https://github.com/Mibayy/tsbench)** -- benchmark source + fixtures

View full repository on GitHub →