- Explain how to create and register in-memory servers - Provide examples using the Server class and tool() method - Include best practices and debugging tips - Document limitations of in-memory servers - Add complete calculator server example
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Adding In-Memory MCP Servers
This guide explains how to add in-memory MCP servers that run within the browser, using the InMemoryTransport from the MCP SDK.
Overview
In-memory servers are useful for:
- Testing MCP functionality without external servers
- Providing demo capabilities
- Development and debugging
- Offline functionality
These servers run in the same JavaScript process as the client and communicate via the InMemoryTransport, eliminating network overhead and CORS issues.
Creating an In-Memory Server
1. Create Your Server Implementation
Create a new file in src/mcp/servers/your-server/index.ts:
import { Server } from "@modelcontextprotocol/sdk/server/index.js";
import { z } from "zod";
export function createServer() {
// Create an MCP server instance
const server = new Server({
name: "your-server-name",
version: "1.0.0"
}, {
capabilities: {
tools: {} // Enable tools capability
}
});
// Register tools using the McpFunction helper
server.tool(
"tool_name",
"Tool description",
{
// Zod schema for input validation
param1: z.string().describe("Parameter description"),
param2: z.number().optional()
},
async ({ param1, param2 }) => {
// Tool implementation
return {
content: [{
type: "text",
text: `Result: ${param1}`
}]
};
}
);
return server;
}
2. Register Your Server
Add your server to the available servers list in src/mcp/servers/index.ts:
import { createServer as createTestServer } from "./test";
import { createServer as createYourServer } from "./your-server";
import type { MCPServerConfig } from "@/types/mcp";
export const availableServers: MCPServerConfig[] = [
{
name: "In-Memory Test Server",
url: "local",
localServer: createTestServer
},
{
name: "Your Server Name",
url: "local",
localServer: createYourServer
}
];
Server Implementation Details
Tool Registration
The MCP SDK provides a convenient tool() method for registering tools:
server.tool(
"tool_name", // Tool identifier
"Tool description", // Human-readable description
{ // Zod schema for parameters
param: z.string()
},
async (args) => { // Implementation function
// Tool logic here
return {
content: [{
type: "text",
text: "Result"
}]
};
}
);
Available Content Types
Tools can return different content types:
// Text content
return {
content: [{
type: "text",
text: "Hello, world!"
}]
};
// Error content
return {
content: [{
type: "text",
text: "Error: Something went wrong"
}],
isError: true
};
// Multiple content blocks
return {
content: [
{ type: "text", text: "Line 1" },
{ type: "text", text: "Line 2" }
]
};
Resources and Prompts
You can also implement resources and prompts:
// Resources
server.resource(
"resource_uri",
"Resource name",
"Resource description",
async () => ({
content: [{
type: "text",
text: "Resource content"
}]
})
);
// Prompts
server.prompt(
"prompt_name",
"Prompt description",
{
param: z.string()
},
async ({ param }) => ({
messages: [{
role: "user",
content: { type: "text", text: `Prompt with ${param}` }
}]
})
);
Best Practices
- Naming: Use descriptive names for your servers and tools
- Error Handling: Always handle errors gracefully and return meaningful error messages
- Validation: Use Zod schemas to validate input parameters
- Documentation: Include clear descriptions for tools and parameters
- Testing: Test your server implementation before adding it to the production list
Example: Calculator Server
Here's a complete example of a calculator server:
import { Server } from "@modelcontextprotocol/sdk/server/index.js";
import { z } from "zod";
export function createServer() {
const server = new Server({
name: "calculator",
version: "1.0.0"
}, {
capabilities: {
tools: {}
}
});
server.tool(
"add",
"Add two numbers",
{
a: z.number().describe("First number"),
b: z.number().describe("Second number")
},
async ({ a, b }) => ({
content: [{
type: "text",
text: `${a} + ${b} = ${a + b}`
}]
})
);
server.tool(
"multiply",
"Multiply two numbers",
{
a: z.number().describe("First number"),
b: z.number().describe("Second number")
},
async ({ a, b }) => ({
content: [{
type: "text",
text: `${a} × ${b} = ${a * b}`
}]
})
);
return server;
}
Debugging
In-memory servers will automatically connect when the application starts. You can see their status in the MCP tab of the UI, where they'll be marked with an "In-Memory" badge.
To debug your server:
- Check the browser console for connection errors
- Use the MCP message monitor to see tool calls and responses
- Add console.log statements in your tool implementations
Limitations
- In-memory servers are cleared when the page refreshes
- They cannot persist data between sessions
- They run in the browser's JavaScript environment, so they cannot access filesystem or system resources
- Performance is limited by the browser's capabilities
For production use cases requiring persistence or system access, use external MCP servers instead.