mcp.ts

const weatherTool = createTool({ });

const server = new MCPServer({
  name: "my-mcp-server",
  version: "1.0.0",
  tools: { weatherTool },
});

memory.ts

const memory = new Memory({
  options: {
    lastMessages: 10,
    semanticRecall: {
      topK: 3,
      messageRange: 2, // Include 2 messages before and after each match
    },
  },
});

const agent = new Agent({ memory });

tool.ts

const weatherTool = createTool({
  inputSchema: z.object({
    location: z.string(),
  }),
  outputSchema: z.object({
    weather: z.string(),
  }),
  execute: async ({ ctx }) => {
    return { weather: `Weather for ${ctx.location}` };
  },
});

const agent = new Agent({ tools: { weatherTool } });