token-savior — security grade SAFE, quality 68/100

Security audit verdict: SAFE · quality 68/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by Mibayy · MCP Server · ★ 1.1k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

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About token-savior

⚡ Token Savior Recall 97% token reduction · Persistent memory · 98 MCP tools · Python 3.11+ []() []() []() []() What it does Token Savior Recall is a Claude Code MCP server that solves two problems: 1. Token waste — Claude reads entire files to answer questions about 3 lines. Token Savior navigates your codebase by symbols, returning only what's needed. 97% reduction on 170+ real sessions. 2. Amnesia — Claude starts from zero every session. Token Savior Recall captures observations across sessions, injects relevant context at startup, and surfaces the right knowledge before you ask. findsymbol("sendmessage")

Quick Facts

Stars1,110
Forks94
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score67.6437954314905/100
Last Updated2026-08-10
Created2026-03-30
Platformsclaude-code, cli, mcp, python
Est. Tokens~19k

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Frequently Asked Questions

What is token-savior?

token-savior is MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Works with ev. It is categorized as a MCP Server with 1.1k GitHub stars.

What programming language is token-savior written in?

token-savior is primarily written in Python.

How do I install or use token-savior?

You can find installation instructions and usage details in the token-savior GitHub repository at github.com/Mibayy/token-savior. The project has 1.1k stars and 94 forks, indicating an active community.

What license does token-savior use?

token-savior is released under the MIT license, making it free to use and modify according to the license terms.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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