Feature · MCP

Give local tools read-only access to project context

The desktop includes a local stdio MCP server for compatible clients. It exposes three read-only tools and checks that the desktop still has an authorized device lease before serving project data.

Available tools

`projects` lists local projects, `search_memory` searches one project, and `build_context` assembles a context package. The server does not expose write, edit, restore, account, or billing tools.

Local connection

The desktop writes a private MCP connection configuration and token in its application data directory. Configure the MCP client to launch the local AgentMemory server with `AGENTMEMORY_MCP_CONFIG` pointing to that generated configuration file. Keep the token private.

Content remains local

The MCP bridge binds to loopback and forwards requests to the desktop’s local bridge. Search and context results come from the local workspace; this is not a remote website API.

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