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local-memory

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Penpal MCP: a local-first memory layer for AI agents on macOS. Gives Claude Code, Codex and Cursor searchable, cited memory of your browsing, clipboard, windows and past AI sessions, with per-agent grants and redaction. No cloud, no built-in LLM.

  • Updated Oct 30, 2026
  • Python

Context-Ring is a **production-grade reverse proxy** that places session IDs and agent virtual nodes onto a **consistent hash ring**. Prompts from the same long-running task are deterministically routed to the exact same agent instance that already holds the chat history in local memory.

  • Updated Jun 3, 2026
  • Python

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