Windsurf

Integration via MCP Server — 7 tools, seamless memory.

Setup

Windsurf supports MCP (Model Context Protocol) servers. BrainBase registers itself as an MCP server that Windsurf can call for memory operations.

$ brainbase init
Detected: Windsurf
Registering MCP server... done

How it works

BrainBase runs as an MCP server using stdio JSON-RPC. Windsurf calls BrainBase's 7 tools automatically:

• memory_process_message — called with every message (this is how the brain learns)
• memory_context — retrieves relevant context for the current conversation
• memory_search — searches the knowledge graph
• memory_add — stores new knowledge
• memory_related — discovers connected memories
• memory_status — brain health check
• memory_remind — prospective memory triggers

Troubleshooting

MCP not connecting? Check that brainbase is in your PATH and the watcher is running. Restart Windsurf after running brainbase init.