ActiveMQ MCP Server

ActiveMQ MCP Server

Enables AI assistants to manage ActiveMQ message brokers through MCP tools, supporting queue and topic operations, dynamic connection management, message browsing, and health monitoring.

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ActiveMQ MCP Server

A Model Context Protocol (MCP) server that provides AI systems with seamless integration to ActiveMQ Classic message brokers using REST API. This server exposes ActiveMQ operations as MCP tools, enabling AI assistants to interact with message queues and topics programmatically.

Features

  • Multiple Broker Connections: Manage connections to multiple ActiveMQ brokers simultaneously
  • Dynamic Connection Management: Add and remove broker connections at runtime
  • Comprehensive Queue Operations: Send, receive, browse, and purge messages
  • Topic Support: Publish, subscribe, and list topics with detailed information
  • Message Browsing: Browse messages in queues without consuming them for debugging and monitoring
  • Destination Discovery: List all queues and topics with their current statistics
  • Health Monitoring: Automatic connection health checks and broker status monitoring
  • Configuration Management: Load connections from config files with on-demand connection
  • Backup and Migration: Export/import connection configurations for environment migration
  • MCP Protocol Compliance: Full compatibility with MCP-enabled AI systems
  • CLI Interface: Easy command-line management and testing

AI-Powered ActiveMQ Management

With this MCP server, you can ask your AI assistant natural language questions and get instant results:

📊 Monitoring & Discovery

  • "Show me all queues and their message counts" → Get comprehensive queue statistics
  • "Are there any messages stuck in the error queue?" → Browse messages without consuming them
  • "What's the health status of my production broker?" → Real-time broker health check

📨 Message Operations

  • "Send a test message to the user.notifications queue" → Message sent with confirmation
  • "Check the last 5 messages in the payment.failed queue" → Browse recent messages safely
  • "Clear all messages from the staging.test queue" → Purge queue with confirmation
  • "Get a message template for the orders.processing queue, then change the body to 'Order #12345 processed' and send it" → Browse existing message format and send customized message

🔗 Connection Management

  • "Connect to my production ActiveMQ broker" → Establish connection from config
  • "Show me all my configured broker connections" → Display available configurations
  • "Test if my development broker is responding" → Connection health verification

📢 Topic Operations

  • "Publish an alert to the system.monitoring topic" → Broadcast message to subscribers
  • "List all available topics on my broker" → Discover topic destinations
  • "Subscribe to user.events and show me new messages" → Real-time topic monitoring
  • "Which virtual topics do I have? List all of them and all queues associated with them" → Discover virtual topic patterns and their consumer queues

💾 Backup & Migration

  • "Export all my broker connections for backup" → Save connection configurations to file
  • "Import connections from my staging environment to production setup" → Migrate broker configurations
  • "Backup my current ActiveMQ setup before making changes" → Create configuration snapshot
  • "Copy connection settings from development to my local environment" → Clone environment configurations

Architecture & Project Structure

Clean Layered Architecture

The ActiveMQ MCP Server follows clean layered architecture principles with composition patterns:

┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   Claude/AI     │────│   MCP Protocol  │────│   ActiveMQ MCP  │
│   Assistant     │    │   (JSON-RPC)    │    │     Server      │
└─────────────────┘    └─────────────────┘    └─────────────────┘
                                                       │
                                              ┌────────┴────────┐
                                              │   MCP Handler   │
                                              │   Coordinator   │
                                              └────────┬────────┘
                                                       │
                                              ┌────────┴────────┐
                                              │ Connection      │
                                              │ Manager         │
                                              └────────┬────────┘
                                                       │
                                              ┌────────┴────────┐
                                              │ ActiveMQFacade  │
                                              └────────┬────────┘
                                                       │
                        ┌──────────────────────────────┼──────────────────────────────┐
                        │                              │                              │
                ┌───────┴────────┐            ┌────────┴────────┐            ┌────────┴────────┐
                │  Connection    │            │     Queue       │            │     Topic       │
                │   Service      │            │    Service      │            │    Service      │
                └───────┬────────┘            └────────┬────────┘            └────────┬────────┘
                        │                              │                              │
                        └──────────────────┬───────────┘                              │
                                          │                                  ┌────────┴────────┐
                                          │                                  │     Broker      │
                                          │                                  │    Service      │
                                          │                                  └────────┬────────┘
                                          │                                           │
                                          └────────┬──────────────────────────────----┘
                                                   │
                                          ┌────────┴────────┐
                                          │   Core Client   │
                                          │ (HTTP + Utils)  │
                                          └─────────────────┘

Project Structure

activemq-mcp-server/
├── 📁 bin/
│   └── cli.js                     # Command-line interface entry point
├── 📁 src/
│   ├── 📁 core/                   # Core business logic layer
│   │   ├── 📁 client/             # HTTP client and infrastructure
│   │   │   ├── core-client.js     # ActiveMQ REST API client
│   │   │   └── index.js           # Client exports
│   │   ├── 📁 service/            # Domain services
│   │   │   ├── activemq-facade.js # Unified facade interface
│   │   │   ├── broker-service.js  # Broker management operations
│   │   │   ├── connection-service.js # Connection lifecycle
│   │   │   ├── queue-service.js   # Queue operations
│   │   │   ├── topic-service.js   # Topic operations
│   │   │   └── index.js           # Service exports
│   │   ├── connection-manager.js  # Multi-broker connection registry
│   │   └── connection.js          # Individual connection wrapper
│   ├── 📁 mcp/                    # MCP protocol layer
│   │   ├── 📁 handlers/           # Tool implementation handlers
│   │   │   ├── broker-handlers.js # Broker management tools
│   │   │   ├── connection-handlers.js # Connection management tools
│   │   │   ├── queue-handlers.js  # Queue operation tools
│   │   │   ├── topic-handlers.js  # Topic operation tools
│   │   │   └── index.js           # Handler coordination
│   │   └── tools.js               # MCP tool definitions
│   ├── 📁 utils/                  # Shared utilities
│   │   ├── config.js              # Configuration management
│   │   └── logger.js              # Structured logging
│   └── server.js                  # MCP server entry point
├── 📁 test/
│   └── 📁 integration/            # Integration tests with real ActiveMQ
│       ├── 📁 service/            # Service layer tests
│       │   ├── broker-service.test.js
│       │   ├── connection-service.test.js
│       │   ├── queue-service.test.js
│       │   └── topic-service.test.js
│       └── 📁 setup/              # Test configuration
│           └── activemq-config.js
├── 📁 scripts/                    # Development scripts
│   └── wait-for-activemq.sh       # Test environment setup
├── 📁 .github/workflows/          # CI/CD automation
│   ├── ci.yml                     # Continuous integration
│   └── publish.yml                # NPM publishing
├── 📁 config files/               # Configuration examples
│   ├── activemq-config.json.example
│   └── config.example.json
├── docker-compose.test.yml        # Test environment setup
├── package.json                   # Project metadata and dependencies
├── CLAUDE.md                      # Development documentation
└── README.md                      # User documentation

Architecture Benefits

  • 🏗️ Clean Separation: Infrastructure, business logic, and coordination layers
  • 🔄 Composition Pattern: Services compose shared infrastructure, no inheritance
  • 🎯 Single Responsibility: Each component has a focused, well-defined purpose
  • 🧪 Testable Design: Integration tests with real ActiveMQ brokers
  • 📈 Scalable: Easy to extend with new tools and services
  • 🛡️ Reliable: REST API communication with connection pooling and health checks

Configuration

Environment Variables

Standard Environment Variables

Variable Description Default
ACTIVEMQ_HOST Default ActiveMQ broker hostname localhost
ACTIVEMQ_PORT Default ActiveMQ web console port 8161
ACTIVEMQ_USERNAME Default username for authentication ""
ACTIVEMQ_PASSWORD Default password for authentication ""
ACTIVEMQ_SSL Enable SSL for default connection false
ACTIVEMQ_CONFIG_PATH Path to configuration file Auto-detected

Multiple Broker Environment Variables

For multiple broker connections, use the pattern {CONNECTION_NAME}_ACTIVEMQ_{PARAMETER}:

Variable Pattern Description Example
{NAME}_ACTIVEMQ_HOST Broker hostname for named connection PROD_ACTIVEMQ_HOST=broker.com
{NAME}_ACTIVEMQ_PORT Broker port for named connection PROD_ACTIVEMQ_PORT=8161
{NAME}_ACTIVEMQ_USERNAME Username for named connection PROD_ACTIVEMQ_USERNAME=admin
{NAME}_ACTIVEMQ_PASSWORD Password for named connection PROD_ACTIVEMQ_PASSWORD=secret
{NAME}_ACTIVEMQ_SSL Enable SSL for named connection PROD_ACTIVEMQ_SSL=true

Examples:

# Production ActiveMQ broker
export PROD_ACTIVEMQ_HOST=prod-broker.company.com
export PROD_ACTIVEMQ_PORT=8161
export PROD_ACTIVEMQ_USERNAME=prod_user
export PROD_ACTIVEMQ_PASSWORD=prod_password
export PROD_ACTIVEMQ_SSL=true

# Development ActiveMQ broker
export DEV_ACTIVEMQ_HOST=localhost
export DEV_ACTIVEMQ_PORT=8161
export DEV_ACTIVEMQ_USERNAME=admin
export DEV_ACTIVEMQ_PASSWORD=admin

# Staging ActiveMQ broker
export STAGING_ACTIVEMQ_HOST=staging-broker.company.com
export STAGING_ACTIVEMQ_PORT=8161
export STAGING_ACTIVEMQ_USERNAME=staging_user
export STAGING_ACTIVEMQ_PASSWORD=staging_password

🔒 Security Advantage: This pattern allows you to configure multiple brokers securely using only environment variables, avoiding the need for configuration files that AI agents might access.

Configuration File Format

The configuration file supports multiple broker connections:

{
	"connection_name": {
		"host": "broker-host",
		"port": 8161,
		"username": "optional-username",
		"password": "optional-password",
		"ssl": false
	}
}

Configuration Loading Behavior

Configuration is loaded automatically in priority order - the system uses the first existing file and stops looking:

  1. ./activemq-config.json (highest priority)
  2. ./config.json
  3. Path specified in ACTIVEMQ_CONFIG_PATH environment variable (lowest priority)

Important: Only one configuration file is loaded - there's no merging between files.

Environment Variables vs Configuration Files

Environment variables work differently from configuration files:

  • Configuration files: Define named connections (e.g., "production", "staging")
  • Environment variables: Always create a "default" connection that supplements any file-based config

Configuration Examples

Example 1: File Priority

# If both files exist:
./activemq-config.json  ← This file is loaded
./config.json           ← This file is ignored

Example 2: Environment Variables + File

File: activemq-config.json

{
  "production": {
    "host": "prod-broker.com",
    "port": 8161,
    "username": "prod_user",
    "password": "prod_pass"
  }
}

Environment Variables:

export ACTIVEMQ_HOST=localhost
export ACTIVEMQ_USERNAME=admin
export ACTIVEMQ_PASSWORD=admin

Result: Two connections available:

  • production (from file)
  • default (from environment variables)

Example 3: Custom Config Path

export ACTIVEMQ_CONFIG_PATH=/etc/activemq/my-config.json
# Only loads if ./activemq-config.json and ./config.json don't exist

Connection Parameters

  • host (required): ActiveMQ broker hostname or IP address
  • port (optional): Web console port (default: 8161)
  • username (optional): Authentication username
  • password (optional): Authentication password
  • ssl (optional): Enable SSL/TLS connection (default: false)

Claude Integration

Claude Desktop Configuration

Add the ActiveMQ MCP server to your Claude Desktop by editing the MCP configuration file:

macOS/Linux: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

Option 1: Environment Variables (Recommended for Security)

{
  "mcpServers": {
    "activemq": {
      "command": "npx",
      "args": ["activemq-mcp-server"],
      "env": {
        "ACTIVEMQ_HOST": "localhost",
        "ACTIVEMQ_PORT": "8161",
        "ACTIVEMQ_USERNAME": "admin",
        "ACTIVEMQ_PASSWORD": "admin"
      }
    }
  }
}

🔒 Security Note: Environment variables are more secure than configuration files since AI agents can potentially access the file system, but environment variables are isolated to the MCP server process.

Option 1b: Multiple Brokers via Environment Variables (Secure Multi-Broker Setup)

{
  "mcpServers": {
    "activemq": {
      "command": "npx",
      "args": ["activemq-mcp-server"],
      "env": {
        "PROD_ACTIVEMQ_HOST": "prod-broker.company.com",
        "PROD_ACTIVEMQ_PORT": "8161",
        "PROD_ACTIVEMQ_USERNAME": "prod_user",
        "PROD_ACTIVEMQ_PASSWORD": "prod_password",
        "PROD_ACTIVEMQ_SSL": "true",
        "DEV_ACTIVEMQ_HOST": "localhost",
        "DEV_ACTIVEMQ_PORT": "8161",
        "DEV_ACTIVEMQ_USERNAME": "admin",
        "DEV_ACTIVEMQ_PASSWORD": "admin",
        "STAGING_ACTIVEMQ_HOST": "staging-broker.company.com",
        "STAGING_ACTIVEMQ_PORT": "8161",
        "STAGING_ACTIVEMQ_USERNAME": "staging_user",
        "STAGING_ACTIVEMQ_PASSWORD": "staging_password"
      }
    }
  }
}

Environment Variable Pattern: Use {CONNECTION_NAME}_ACTIVEMQ_{PARAMETER} format where:

  • {CONNECTION_NAME} is the unique identifier for your broker (e.g., PROD, DEV, STAGING)
  • {PARAMETER} is the broker parameter (HOST, PORT, USERNAME, PASSWORD, SSL)

🔒 Security Benefit: This approach keeps all sensitive credentials in environment variables while supporting multiple brokers without configuration files.

Option 2: Configuration File (Multiple Brokers)

{
  "mcpServers": {
    "activemq": {
      "command": "npx",
      "args": ["activemq-mcp-server"],
      "env": {
        "ACTIVEMQ_CONFIG_PATH": "/path/to/your/activemq-config.json"
      }
    }
  }
}

Claude Code Configuration

Add to your .mcp.json file in your project root:

Option 1: Environment Variables (Recommended for Security)

{
  "mcpServers": {
    "activemq": {
      "command": "npx",
      "args": ["activemq-mcp-server"],
      "env": {
        "ACTIVEMQ_HOST": "localhost",
        "ACTIVEMQ_PORT": "8161",
        "ACTIVEMQ_USERNAME": "admin",
        "ACTIVEMQ_PASSWORD": "admin"
      }
    }
  }
}

🔒 Security Note: Environment variables are more secure than configuration files since AI agents can potentially access the file system, but environment variables are isolated to the MCP server process.

Option 1b: Multiple Brokers via Environment Variables (Secure Multi-Broker Setup)

{
  "mcpServers": {
    "activemq": {
      "command": "npx",
      "args": ["activemq-mcp-server"],
      "env": {
        "PROD_ACTIVEMQ_HOST": "prod-broker.company.com",
        "PROD_ACTIVEMQ_PORT": "8161",
        "PROD_ACTIVEMQ_USERNAME": "prod_user",
        "PROD_ACTIVEMQ_PASSWORD": "prod_password",
        "PROD_ACTIVEMQ_SSL": "true",
        "DEV_ACTIVEMQ_HOST": "localhost",
        "DEV_ACTIVEMQ_PORT": "8161",
        "DEV_ACTIVEMQ_USERNAME": "admin",
        "DEV_ACTIVEMQ_PASSWORD": "admin",
        "ANALYTICS_ACTIVEMQ_HOST": "analytics-broker.company.com",
        "ANALYTICS_ACTIVEMQ_PORT": "8161",
        "ANALYTICS_ACTIVEMQ_USERNAME": "analytics_user",
        "ANALYTICS_ACTIVEMQ_PASSWORD": "analytics_password"
      }
    }
  }
}

Environment Variable Pattern: Use {CONNECTION_NAME}_ACTIVEMQ_{PARAMETER} format where:

  • {CONNECTION_NAME} is the unique identifier for your broker (e.g., PROD, DEV, ANALYTICS)
  • {PARAMETER} is the broker parameter (HOST, PORT, USERNAME, PASSWORD, SSL)

🔒 Security Benefit: This approach keeps all sensitive credentials in environment variables while supporting multiple brokers without configuration files.

Option 2: Configuration File (Multiple Brokers)

{
  "mcpServers": {
    "activemq": {
      "command": "npx",
      "args": ["activemq-mcp-server"],
      "env": {
        "ACTIVEMQ_CONFIG_PATH": "./activemq-config.json"
      }
    }
  }
}

For both options above, when using a configuration file, create an activemq-config.json file:

{
  "development": {
    "host": "localhost",
    "port": 8161,
    "username": "admin",
    "password": "admin"
  },
  "staging": {
    "host": "staging-activemq.company.com",
    "port": 8161,
    "username": "stage_user",
    "password": "stage_pass"
  }
}

After configuration, restart Claude Desktop or reload Claude Code to enable ActiveMQ management capabilities.

MCP Tools

The server exposes the following tools for AI interaction:

Connection Management

list_connections

List all configured broker connections.

{
	"name": "list_connections"
}

connect_broker

Connect to an ActiveMQ broker with manual configuration.

{
	"name": "connect_broker",
	"arguments": {
		"connectionId": "mybroker",
		"host": "broker.example.com",
		"port": 8161,
		"username": "user",
		"password": "pass",
		"maxReconnectAttempts": 5,
		"reconnectDelay": 5000
	}
}

Parameters:

  • connectionId (required): Unique identifier for the connection
  • host (optional): ActiveMQ broker hostname or IP address (default: "localhost")
  • port (optional): ActiveMQ web console port (default: 8161)
  • username (optional): Username for authentication
  • password (optional): Password for authentication
  • maxReconnectAttempts (optional): Maximum number of reconnection attempts (default: 5)
  • reconnectDelay (optional): Delay between reconnection attempts in milliseconds (default: 5000)

connect_from_config

Connect to an ActiveMQ broker using a named configuration from config file.

{
	"name": "connect_from_config",
	"arguments": {
		"configName": "production",
		"connectionId": "prod-broker"
	}
}

show_config

Show all ActiveMQ broker configurations available in the config file.

{
	"name": "show_config"
}

remove_connection

Remove a broker connection.

{
	"name": "remove_connection",
	"arguments": {
		"connectionId": "mybroker"
	}
}

test_connection

Test connectivity to a broker without adding it.

{
	"name": "test_connection",
	"arguments": {
		"host": "broker.example.com",
		"port": 8161,
		"username": "user",
		"password": "pass"
	}
}

connection_info

Get detailed information about a specific connection.

{
	"name": "connection_info",
	"arguments": {
		"connectionId": "mybroker"
	}
}

health_status

Get health status of all connections.

{
	"name": "health_status"
}

Queue Operations

list_queues

List all queues for a connection.

{
	"name": "list_queues",
	"arguments": {
		"connectionId": "mybroker"
	}
}

queue_info

Get queue statistics and information.

{
	"name": "queue_info",
	"arguments": {
		"connectionId": "mybroker",
		"queueName": "my.queue"
	}
}

send_message

Send a message to a queue or topic.

{
	"name": "send_message",
	"arguments": {
		"connectionId": "mybroker",
		"destination": "/queue/my.queue",
		"message": "Hello, World!",
		"headers": {
			"priority": "5",
			"custom-header": "value"
		}
	}
}

consume_message

Consume a message from a queue.

{
	"name": "consume_message",
	"arguments": {
		"connectionId": "mybroker",
		"queueName": "my.queue",
		"timeout": 5000,
		"autoAck": true,
		"clientId": "consumer-123",
		"selector": "priority > 5"
	}
}

Parameters:

  • connectionId (required): ID of the connection
  • queueName (required): Name of the queue to consume from
  • timeout (optional): Timeout in milliseconds to wait for a message (default: 5000)
  • autoAck (optional): Automatically acknowledge the message (default: true)
  • clientId (optional): Client ID for persistent consumer sessions
  • selector (optional): JMS message selector for filtering messages

browse_messages

Browse messages in a queue without consuming them.

{
	"name": "browse_messages",
	"arguments": {
		"connectionId": "mybroker",
		"queueName": "my.queue",
		"limit": 10
	}
}

purge_queue

Remove all messages from a queue.

{
	"name": "purge_queue",
	"arguments": {
		"connectionId": "mybroker",
		"queueName": "my.queue",
		"confirm": true
	}
}

Topic Operations

list_topics

List all topics for a connection.

{
	"name": "list_topics",
	"arguments": {
		"connectionId": "mybroker"
	}
}

publish_message

Publish a message to a topic.

{
	"name": "publish_message",
	"arguments": {
		"connectionId": "mybroker",
		"topicName": "my.topic",
		"message": "Hello, Subscribers!",
		"headers": {
			"type": "notification"
		}
	}
}

subscribe_topic

Subscribe to a topic and receive messages.

{
	"name": "subscribe_topic",
	"arguments": {
		"connectionId": "mybroker",
		"topicName": "my.topic",
		"timeout": 10000,
		"maxMessages": 5
	}
}

Broker Information

broker_info

Get broker statistics and health information.

{
	"name": "broker_info",
	"arguments": {
		"connectionId": "mybroker"
	}
}

broker_stats

Get comprehensive broker statistics for all connections.

{
	"name": "broker_stats"
}

system_status

Get overall system status and performance metrics.

{
	"name": "system_status"
}

Backup and Migration

export_connections

Export connection configurations for backup.

{
	"name": "export_connections"
}

import_connections

Import connection configurations from backup.

{
	"name": "import_connections",
	"arguments": {
		"connections": {
			"imported_broker": {
				"host": "new-broker.example.com",
				"port": 8161
			}
		},
		"overwrite": false
	}
}

Command Line Interface

Start Server

# Basic start
npx activemq-mcp-server

# With custom log level
npx activemq-mcp-server --log-level debug

# Show configuration status
npx activemq-mcp-server config

# List available tools
npx activemq-mcp-server tools

Test Connection

# Test specific connection
npx activemq-mcp-server test --host broker.example.com --port 8161 --username user --password pass

List Available Tools

npx activemq-mcp-server tools

ActiveMQ Setup

Quick ActiveMQ Setup with Docker

# Run ActiveMQ Classic with web console enabled
docker run -d \
  --name activemq \
  -p 61616:61616 \
  -p 8161:8161 \
  apache/activemq-classic:latest

# Web console available at http://localhost:8161 (admin/admin)
# REST API available at http://localhost:8161/api/

ActiveMQ Configuration

The server uses ActiveMQ's REST API via the web console. Ensure the web console is enabled and accessible at port 8161 ( default configuration).

The REST API endpoints used:

  • /api/message/ - Send and consume messages
  • /api/jolokia/ - Broker management and statistics

Integration with AI Systems

Claude Desktop

Add to your Claude Desktop configuration:

{
	"mcpServers": {
		"activemq": {
			"command": "npx",
			"args": [
				"activemq-mcp-server"
			]
		}
	}
}

Other MCP Clients

The server implements the MCP protocol specification and should work with any compliant MCP client. It communicates via JSON-RPC over stdio.

Examples

Basic Message Operations

# Start server
npx activemq-mcp-server

# In your MCP client (AI assistant):
# "Send a message to the orders queue"
# "Check how many messages are in the notifications queue"
# "Consume the next message from the processing queue"
# "Browse the first 5 messages in the errors queue"

Multi-Broker Setup

# Create config.json with multiple brokers
cat > config.json << EOF
{
  "production": {
    "host": "prod-mq.example.com",
    "port": 8161,
    "username": "prod_user",
    "password": "prod_pass"
  },
  "staging": {
    "host": "stage-mq.example.com",
    "port": 8161,
    "username": "stage_user",
    "password": "stage_pass"
  }
}
EOF

# Start server
npx activemq-mcp-server

# Use connect_from_config tool to connect to specific brokers

Security Considerations

  • Passwords in configuration files should be properly secured
  • Use environment variables for sensitive credentials
  • Consider network security when connecting to remote brokers
  • Implement proper authentication and authorization on ActiveMQ brokers

Contributing

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

License

MIT License - see the LICENSE file for details.

Support

Changelog

v1.0.0

  • Initial release
  • Full MCP protocol support
  • Multiple broker connection management
  • Comprehensive queue and topic operations
  • Health monitoring and reconnection
  • CLI interface and configuration system

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Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

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TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

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本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

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本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

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本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

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TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

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Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

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Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

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Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

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