docs/integrations/windsurf

How to connect the Memory Search MCP Tool to Windsurf

Performs full-text pattern matching across all stored agentic facts. This guide provides the exact configuration required to load the memory_search tool inside Windsurf.

Step 1: Open the configuration file

Locate and open your Windsurf configuration file at the following path:

macOS / Linux~/.codeium/windsurf/mcp_config.json

Windows%USERPROFILE%\.codeium\windsurf\mcp_config.json

Step 2: Add the server config

Copy and paste the following JSON snippet into the file. Save the file and restart Windsurf.

mcp_config.json

{
  "mcpServers": {
    "agenticstore": {
      "command": "uvx",
      "args": ["agentic-store-mcp", "--tools", "memory_search"]
    }
  }
}

Step 3: Try it out

Once restarted, ask Windsurf something like this to trigger the tool:

"Search my memory for any notes about 'API endpoints'."

Explore more

→ View full memory_search documentation → See all Client integrations