mcp-builder（MCP 构建器）

MCP Builder

Overview

Build production-quality MCP (Model Context Protocol) servers that expose tools, resources, and prompts to AI clients. This skill covers the full development lifecycle: tool definition, resource management, prompt templates, transport configuration (stdio, SSE), error handling, security hardening, testing, and client integration.

Phase 1: Design

1. Identify capabilities to expose (tools, resources, prompts)
2. Define tool schemas with Zod/JSON Schema
3. Plan resource URI patterns
4. Design error handling strategy
5. Choose transport layer (stdio for CLI, SSE for web)

STOP — Present the capability inventory and transport choice to user for approval.

Capability Selection Decision Table

Transport Selection Decision Table

Phase 2: Implementation

1. Set up MCP server project structure
2. Implement tool handlers with input validation
3. Implement resource providers
4. Add prompt templates
5. Configure transport and authentication

STOP — Run basic smoke tests before moving to hardening.

Project Structure

src/
  index.ts          # Server entry point
  tools/
    search.ts       # Tool implementations
    create.ts
  resources/
    documents.ts    # Resource providers
    config.ts
  prompts/
    review.ts       # Prompt templates
  lib/
    database.ts     # Shared utilities
    validation.ts
tests/
  tools.test.ts
  resources.test.ts
package.json
tsconfig.json

Tool Definition Pattern

import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
import { z } from 'zod';

const server = new McpServer({
  name: 'my-mcp-server',
  version: '1.0.0',
});

server.tool(
  'search-documents',
  'Search documents by query. Returns matching documents with relevance scores.',
  {
    query: z.string().describe('Search query string'),
    limit: z.number().min(1).max(100).default(10).describe('Maximum results to return'),
    filter: z.object({
      type: z.enum(['article', 'page', 'note']).optional(),
      dateAfter: z.string().datetime().optional(),
    }).optional().describe('Optional filters'),
  },
  async ({ query, limit, filter }) => {
    const results = await searchEngine.search(query, { limit, ...filter });
    return {
      content: [{
        type: 'text',
        text: JSON.stringify(results, null, 2),
      }],
    };
  }
);

Tool Design Principles

Tool Response Patterns

// Text response
return { content: [{ type: 'text', text: 'Operation completed successfully' }] };

// Structured data response
return { content: [{ type: 'text', text: JSON.stringify(data, null, 2) }] };

// Multi-part response
return {
  content: [
    { type: 'text', text: `Found ${results.length} results:` },
    { type: 'text', text: results.map(r => `- ${r.title}: ${r.summary}`).join('\n') },
  ],
};

// Image response
return { content: [{ type: 'image', data: base64Data, mimeType: 'image/png' }] };

// Error response
return {
  content: [{ type: 'text', text: `Error: ${error.message}` }],
  isError: true,
};

Resource Management

Resource Definition

// Static resource
server.resource(
  'config',
  'config://app/settings',
  { mimeType: 'application/json' },
  async () => ({
    contents: [{
      uri: 'config://app/settings',
      mimeType: 'application/json',
      text: JSON.stringify(appConfig),
    }],
  })
);

// Dynamic resource with URI template
server.resource(
  'document',
  new ResourceTemplate('docs://{category}/{id}', { list: undefined }),
  { mimeType: 'text/markdown' },
  async (uri, { category, id }) => ({
    contents: [{
      uri: uri.href,
      mimeType: 'text/markdown',
      text: await getDocument(category, id),
    }],
  })
);

Resource URI Conventions

file:///path/to/file          — Local files
https://api.example.com/data  — Remote HTTP resources
db://database/table/id        — Database records
config://app/settings         — Configuration
docs://category/slug          — Documentation

Prompt Templates

server.prompt(
  'code-review',
  'Generate a code review for the given file',
  {
    filePath: z.string().describe('Path to the file to review'),
    severity: z.enum(['strict', 'normal', 'lenient']).default('normal'),
  },
  async ({ filePath, severity }) => {
    const code = await readFile(filePath, 'utf-8');
    return {
      messages: [{
        role: 'user',
        content: {
          type: 'text',
          text: `Review this code with ${severity} standards:\n\n\`\`\`\n${code}\n\`\`\``,
        },
      }],
    };
  }
);

Transport Layers

Stdio Transport (CLI tools, local development)

import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js';

const transport = new StdioServerTransport();
await server.connect(transport);

SSE Transport (Web applications, remote servers)

import express from 'express';
import { SSEServerTransport } from '@modelcontextprotocol/sdk/server/sse.js';

const app = express();

app.get('/sse', async (req, res) => {
  const transport = new SSEServerTransport('/messages', res);
  await server.connect(transport);
});

app.post('/messages', async (req, res) => {
  // Handle incoming messages
});

app.listen(3001);

Phase 3: Hardening

1. Add comprehensive error handling
2. Implement rate limiting and timeouts
3. Security review (input sanitization, permission checks)
4. Write integration tests
5. Document tools and resources for clients

STOP — All tests must pass and security review must be complete before deployment.

Error Handling

server.tool('risky-operation', 'Performs an operation that might fail', {
  input: z.string(),
}, async ({ input }) => {
  try {
    const result = await performOperation(input);
    return { content: [{ type: 'text', text: JSON.stringify(result) }] };
  } catch (error) {
    if (error instanceof ValidationError) {
      return {
        content: [{ type: 'text', text: `Invalid input: ${error.message}` }],
        isError: true,
      };
    }
    if (error instanceof NotFoundError) {
      return {
        content: [{ type: 'text', text: `Resource not found: ${error.message}` }],
        isError: true,
      };
    }
    console.error('Unexpected error:', error);
    return {
      content: [{ type: 'text', text: 'An unexpected error occurred. Please try again.' }],
      isError: true,
    };
  }
});

Error Handling Rules

Security Considerations

Testing MCP Servers

import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
import { InMemoryTransport } from '@modelcontextprotocol/sdk/inMemory.js';
import { Client } from '@modelcontextprotocol/sdk/client/index.js';

describe('MCP Server', () => {
  let server: McpServer;
  let client: Client;

  beforeEach(async () => {
    server = createServer();
    client = new Client({ name: 'test-client', version: '1.0.0' });
    const [clientTransport, serverTransport] = InMemoryTransport.createLinkedPair();
    await Promise.all([
      server.connect(serverTransport),
      client.connect(clientTransport),
    ]);
  });

  test('search-documents returns results', async () => {
    const result = await client.callTool({
      name: 'search-documents',
      arguments: { query: 'test', limit: 5 },
    });
    expect(result.content[0].type).toBe('text');
    const data = JSON.parse(result.content[0].text);
    expect(data.length).toBeLessThanOrEqual(5);
  });

  test('handles invalid input gracefully', async () => {
    const result = await client.callTool({
      name: 'search-documents',
      arguments: { query: '', limit: -1 },
    });
    expect(result.isError).toBe(true);
  });
});

Client Integration

Claude Desktop Configuration

{
  "mcpServers": {
    "my-server": {
      "command": "node",
      "args": ["/path/to/server/dist/index.js"],
      "env": {
        "API_KEY": "your-key-here"
      }
    }
  }
}

Anti-Patterns / Common Mistakes

Documentation Lookup (Context7)

Use mcp__context7__resolve-library-id then mcp__context7__query-docs for up-to-date docs. Returned docs override memorized knowledge.

• @anthropic-ai/sdk — for Claude API client, tool definitions, or streaming

Integration Points

Skill Type

FLEXIBLE — Adapt project structure, transport choice, and tooling to the use case. Tool validation with Zod and error handling with isError are strongly recommended. Security review is recommended before production deployment.