python-sdk/pkg/hanzo-tools-memory

hanzo-tools-memory

Memory and knowledge management tools for Hanzo MCP.

Installation

pip install hanzo-tools-memory

Tools

memory - Memory Management

Single tool surface with action-based operations.

Recall memories:

memory(action="recall", query="project architecture")
memory(action="recall", queries=["user preferences", "coding standards"])

Create memories:

memory(action="create", content="User prefers dark mode")

Update memories:

memory(action="update", id="mem_123", content="Updated fact")

Delete memories:

memory(action="delete", ids=["mem_123", "mem_456"])

Knowledge bases:

memory(action="facts", query="API endpoints", kb="api_docs")
memory(action="store", facts=["Rate limit: 100/hour"], kb="api_docs")
memory(action="kb", kb_action="list")  # List knowledge bases

Summarize:

memory(
    action="summarize",
    content="Long discussion about API design...",
    tags=["api", "design"]
)

Backend selection (optional):

memory(action="recall", query="project auth flow", backend="auto")   # local-first (default)
memory(action="recall", query="project auth flow", backend="local")  # markdown only
memory(action="recall", query="project auth flow", backend="cloud")  # cloud/vector only
memory(action="recall", query="project auth flow", backend="hybrid") # local + cloud

Scopes

• session - Current session only
• project - Project-specific (default)
• global - Across all projects

License

MIT