MCP

stdio server

Run a local stdio MCP server for clients that spawn tools as child processes.

memory mcp run --project <project-slug>

Stdio mode is intended for local clients. It should write only MCP JSON-RPC messages to stdout; diagnostics belong on stderr.

Verify

memory mcp status --project <project-slug>

MCP

Expose read-only project memory tools to MCP-capable clients.

Streamable HTTP server

Use the local HTTP MCP route when a token-bearing client needs it.