Penfield

关于

Penfield offers a robust solution for equipping AI agents with persistent memory, allowing them to store decisions, preferences, and context that endure across sessions. It enables the construction of compounding knowledge graphs and integrates seamlessly with a variety of AI agent tools like Claude, Cursor, Windsurf, and Gemini CLI. Agents can use its 17 specialized tools for memory management, knowledge graph exploration, context handling, and artifact storage, all powered by a hybrid search mechanism for accurate recall.

主要功能

• Provides 17 specialized tools for persistent memory, knowledge graphs, context, and artifacts.
• Offers hybrid search combining BM25 (keyword), vector (semantic), and graph (connections) methods.
• Ensures cross-platform synchronization, maintaining the same memory and knowledge graph across all connected tools.
• Enables building knowledge graphs that compound and evolve over time.
• Seamlessly integrates with popular AI agent platforms and development environments like Claude, Cursor, and Gemini CLI.
• 0 GitHub stars

使用案例

• Enhancing development workflows by tracking investigation threads, architectural decisions, and handing off context between coding sessions.
• Supporting research and writing by building knowledge graphs of connected ideas, storing insights, and checkpointing project progress.
• Creating personal assistants that remember preferences, pick up conversations, and learn how users like tasks done.