chunxiaoxx/nautilus-compass
Open-source memory and reliability layer for AI agents, distributed as an MCP server plugin.

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Nautilus Compass provides long-term memory, drift detection, and cross-agent contracts for multi-agent setups without a central orchestrator. It exposes 17 MCP tools and integrates with Claude Code, Cline, Cursor, Continue.dev, Zed, and other MCP clients. The system is local-first, uses black-box memory without LLM extraction, and reports benchmark results on LongMemEval-S and EverMemBench.
Frequently asked
- What is chunxiaoxx/nautilus-compass?
- Open-source memory and reliability layer for AI agents, distributed as an MCP server plugin.
- Is nautilus-compass open source?
- Yes — chunxiaoxx/nautilus-compass is an open-source project tracked on heatdrop.
- What language is nautilus-compass written in?
- chunxiaoxx/nautilus-compass is primarily written in Python.
- How popular is nautilus-compass?
- chunxiaoxx/nautilus-compass has 513 stars on GitHub.
- Where can I find nautilus-compass?
- chunxiaoxx/nautilus-compass is on GitHub at https://github.com/chunxiaoxx/nautilus-compass.