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MCP Integration

Expose memory to agents over the Model Context Protocol:

grafomem serve --mcp stdio # local agent (e.g. Claude Desktop)
grafomem serve --mcp sse # remote agent over HTTP+SSE

Five tools are exposed: write, retrieve, delete, audit, capabilities.

Source: src/aml/server/mcp.py