Developers

One memory engine. Three integration paths.

Use MCP for coding agents, the SDK shim for Python loops, or discuss an embedded/OEM integration.

SurfaceInstallBest for
Claude Codeclaude mcp add madb -- uvx madb-mcp-serverCoding-agent memory
Codexcodex mcp add madb -- uvx madb-mcp-serverMemory across Codex tasks
Other MCPuvx madb-mcp-serverAny stdio MCP client
Anthropic SDKpip install madb-anthropicPython agent loops
OEMContact usModel providers and platforms
Configuration

Local storage and namespaces

{ "env": { "MADB_DATA_DIR": "~/.madb/data", "MADB_TENANT_ID": "project-name", "MADB_TELEMETRY": "off" } }
Capabilities

Stable public tools