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context-rot-detection

MCP Server Tools & Capabilities Low risk

Context Rot Detection & Healing MCP Service — gives AI agents self-awareness about their cognitive state

上下文退化检测与修复 MCP 服务 — 让 AI 代理对其认知状态具有自我意识

How to install

MCP Server npx -y context-rot-detection

About

Context Rot Detection MCP service that gives AI agents self-awareness about their cognitive state. Every long-running AI agent suffers from **context rot** — measurable performance degradation as the context window fills up. Research from Chroma, Stanford ("lost-in-the-middle"), and Redis confirms this is the #1 practical failure mode in production agent systems. An agent experiencing context rot doesn't *know* it's degrading — it just starts making worse decisions. This tool gives agents **real-time visibility into their own cognitive health**. Features **Health score (0–100)** based on token…

Recommendation signals

48 Tool quality · Based on stars, downloads, maintenance, security and docs
– User interest · Adjusted by in-site views, install copies and download clicks
48 Overall
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Meta

License
MIT
Language
TypeScript
GitHub stars
13
mo. downloads
129
Last push
2026-02-18
Created
2026-02-17

Links

Basic safety check

Findings
None
Sources
curated:punkpeye/awesome-mcp-servers

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