mimory mcp焦点langchainjs
LangChain MCP（模型上下文协议）客户端的焦点强制包装器，允许您限制AI代理可以使用哪些工具和参数，从而增强对MCP工具访问的安全性和控制。
特性
- 工具限制：限制您的AI代理可以使用哪些MCP工具
- 参数验证：使用简单模式或范围限制参数值
- 多服务器支持：跨多个MCP服务器管理焦点配置
- LangChain集成：与LangChain的MCP适配器无缝集成
- TypeScript支持：完整的TypeScript定义，以获得更好的开发体验
- 灵活的配置：支持简单和复合聚焦模式
安装
npm install mimory-mcp-focus-langchainjs对等依赖关系
此包需要以下对等依赖关系：
npm install @langchain/mcp-adapters @mimory/mim-mcp-focus-js快速开始
import { FocusMultiServerMCPClient } from 'mimory-mcp-focus-langchainjs';
// Define MCP server connections
const connections = {
everything: {
transport: "stdio",
command: "npx",
args: ["-y", "@modelcontextprotocol/server-everything"]
}
};
// Configure focus restrictions
const focusConfigs = {
everything: {
focusTools: ["echo"], // Only allow echo tool
focusParams: {
message: ["hello", "world", "test"] // Restrict message values
},
focusType: "simple",
strict: false
}
};
// Create focus-enabled client
const client = new FocusMultiServerMCPClient(connections, focusConfigs);
// Get restricted tools
const tools = await client.getTools();
console.log("Available tools:", tools);焦点配置模式
简单专注
简单的焦点允许您限制所有工具的工具和参数：
const focusConfig = {
focusTools: ["tool1", "tool2"],
focusParams: {
param1: ["value1", "value2"],
param2: ["range:1-100"]
},
focusType: "simple",
strict: false
};复合焦点
复合焦点允许每个工具有不同的限制：
const focusConfig = {
focus: {
tool1: {
param1: ["value1", "value2"],
param2: ["range:1-10"]
},
tool2: {
param3: ["value3", "value4"]
}
},
focusType: "composite",
strict: true
};api参考
FocusMultiServerMCPClient
将LangChain的MultiServerMCPClient与焦点功能封装在一起的主类。
构造函数
constructor(
connections?: Record,
focusConfigs?: Record
)方法
getTools(serverName?: string)：从应用了焦点的指定服务器获取工具getClient(serverName: string)：为特定服务器获取一个专注的MCP客户端close()：关闭所有连接并清理getServerFocusConfig(serverName: string)：获取服务器的焦点配置setServerFocusConfig(serverName: string, focusConfig: FocusConfig)：设置服务器的焦点配置
工厂功能
createFocusClientSimple
function createFocusClientSimple(
connections: Record,
focusTools?: Record,
focusParams?: Record,
strict: boolean = false
): FocusMultiServerMCPClientcreateFocusComposite
function createFocusClientComposite(
connections: Record,
focus?: Record,
strict: boolean = false
): FocusMultiServerMCPClient例子
基本工具限制
import { FocusMultiServerMCPClient } from 'mimory-mcp-focus-langchainjs';
const connections = {
everything: {
transport: "stdio",
command: "npx",
args: ["-y", "@modelcontextprotocol/server-everything"]
}
};
const focusConfigs = {
everything: {
focusTools: ["echo"],
focusParams: {
message: ["hello", "world", "test"]
},
focusType: "simple",
strict: false
}
};
const client = new FocusMultiServerMCPClient(connections, focusConfigs);
const tools = await client.getTools();
// Use tools with LangChain agents
const tool = tools[0];
const result = await tool.invoke({ message: "hello" });多服务器设置
const connections = {
everything: {
transport: "stdio",
command: "npx",
args: ["-y", "@modelcontextprotocol/server-everything"]
},
time: {
transport: "stdio",
command: "python",
args: ["-m", "mcp_server_time"]
}
};
const focusConfigs = {
everything: {
focus: {
echo: {
message: ["hello", "world", "composite", "focus"]
},
add: {
a: ["range:1-5"],
b: ["range:1-5"]
}
},
focusType: "composite",
strict: false
},
time: {
focusTools: ["get_current_time"],
focusParams: {
timezone: ["America/New_York", "Europe/London", "Asia/Tokyo"]
},
focusType: "simple",
strict: false
}
};
const client = new FocusMultiServerMCPClient(connections, focusConfigs);与LangChain代理一起使用
import { ChatOpenAI } from "@langchain/openai";
import { createReactAgent } from "@langchain/core/agents";
import { FocusMultiServerMCPClient } from 'mimory-mcp-focus-langchainjs';
// Create focus-enabled client
const client = new FocusMultiServerMCPClient(connections, focusConfigs);
const tools = await client.getTools();
// Create LangChain agent with restricted tools
const model = new ChatOpenAI({ model: "gpt-4" });
const agent = await createReactAgent({
llm: model,
tools,
messagesPlaceholder: "You are a helpful assistant with access to restricted tools."
});
// Use the agent
const result = await agent.invoke({
input: "Echo the message 'hello'"
});支持的MCP服务器
所有MCP服务器
实现各种MCP功能的测试服务器：
设置：
npm install -g @modelcontextprotocol/server-everything@latest可用工具：
echo：回显输入消息add：将两个数字相加
时间MCP服务器
提供时间和时区转换功能：
设置：
pip install mcp-server-time可用工具：
get_current_time：获取特定时区的当前时间convert_time：在时区之间转换时间
错误处理
该库为焦点相关问题提供了全面的错误处理：
try {
const result = await tool.invoke({ message: "forbidden" });
} catch (error) {
if (error.name === 'FocusError') {
console.log('Focus restriction violated:', error.message);
} else {
console.log('Other error:', error.message);
}
}配置选项
FocusConfig接口
interface FocusConfig {
focusTools?: FocusTools; // Allowed tools
focusParams?: FocusParams; // Parameter restrictions
focus?: FocusComposite; // Composite focus configuration
focusType?: 'simple' | 'composite'; // Focus type
strict?: boolean; // Strict mode enforcement
}参数值模式
- 精确值:
["value1", "value2"] - 范围:
["range:1-100"]用于数值范围 - 通配符:
["*"]允许所有值
贡献
欢迎投稿！请随时提交拉取请求。
许可证
此项目根据MIT许可证获得许可-请参阅 许可证 文件以获取详细信息。
相关项目
- LangChain MCP适配器 -官方LangChain MCP集成
- mimory mcp焦点js -JavaScript核心焦点库
- 模型上下文协议 -MCP规范和SDK
支持
如需支持，请在 或联系我们oss@mimory.io.
作者
特拉维斯·麦昆 - oss@mimory.io
______________________________________________________________________
*该库是模拟生态系统的一部分，为人工智能应用程序提供对MCP工具的安全和受控访问。*