MCP server

Ratel

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

by ratel-ai475 starsMITGitHub Website

accuracy agents claude-skills context harness llm-routing memory optimization rag skills token-optimization tool-calling

接入你的智能体

添加此服务器

Install from the publisher. Not a PlugMCP endpoint.

No packaged release in the registry yet. Follow the repository README.

Provider

Step-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

在 PlugMCP 上运行

用我们的密钥与日志托管一份副本。

这是你新建的服务器，不是此条目的官方端点。若要用发布方的 URL 与凭证，请使用上方安装面板。

启动

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.