Penfield Persistent Memory

Example Use Cases

• 1

  Remember user preferences and context over multiple sessions.

• 2

  Build and explore knowledge graphs of connected ideas.

• 3

  Maintain continuity in development workflows and research projects.

Description

Penfield offers 17 tools for persistent memory, knowledge graph management, context handling, and artifact storage, enabling AI agents to retain decisions, preferences, and context across sessions. It supports hybrid search combining keyword, semantic, and graph-based methods for effective recall. The server syncs memory and knowledge graphs cross-platform, working seamlessly with Claude, Cursor, Windsurf, Gemini CLI, and other MCP-compatible tools.