Nautilus Compass

v1.6.2Knowledge & Memorystable

Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost

io-github-chunxiaoxx-nautilus-compassmcpai-integration
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What is Nautilus Compass?

Nautilus Compass is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to drift-aware cross-agent memory · mcp/a2a · longmemeval-s 56.6% · 1/15 zep cost

Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost

This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.

Use Cases

Enable drift-aware cross-agent memory.
Reduce memory costs with efficient retrieval.
Community

Maintainer

LicenseMIT
Languagepython
Versionv1.6.2
UpdatedMay 18, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install nautilus-compass

Manual Installation

pip install nautilus-compass

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Nautilus Compass

What is Nautilus Compass?

Nautilus Compass is a Model Context Protocol (MCP) server that drift-aware cross-agent memory · mcp/a2a · longmemeval-s 56.6% · 1/15 zep cost It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Nautilus Compass?

Install via pip with: pip install nautilus-compass. Then configure your AI client to connect to this MCP server.

Which AI clients work with Nautilus Compass?

Nautilus Compass works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Nautilus Compass free to use?

Yes, Nautilus Compass is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Knowledge & Memory MCP Servers

Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-chunxiaoxx-nautilus-compass": { "command": "pip", "args": ["install", "nautilus-compass"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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