Ai MCP Servers

A curated list of Model Context Protocol (MCP) servers. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized servers.

Developer tools Artificial intelligence chatbots #AI protocol #Resource interaction #Server list #Model extension .Python

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update time : 2025-04-23

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What is an MCP server?

MCP servers are a set of tools that allow AI models to access and operate on multiple data sources and services, including file storage, databases, knowledge bases, and APIs, through a unified interface.

Why choose MCP?

MCP provides a standardized way to enhance the capabilities of AI models, enabling them to interact securely with external resources while maintaining flexibility and scalability.

Advantages of MCP servers

With MCP, developers can easily create AI applications compatible with multiple data sources without the need for separate integration for each service.

Secure access

Provides multi - level security mechanisms to ensure the confidentiality and integrity of data interactions. Read - only mode is used by default to reduce risks.

Wide compatibility

Supports multiple resource types, including file storage, databases, knowledge bases, and APIs, to meet the needs of different application scenarios.

Highly extensible

Allows developers to easily add new resource adapters to support more data sources and service types.

Install the MCP server

Use npm to install the required MCP server modules. For example, for the file storage server: npm install @mcp/server - storage.

Configure the server

Adjust the configuration parameters according to your needs, such as setting API keys or specifying the database to connect to.

Start the service

Run the installed MCP server module to start providing services: npm start @mcp/server - storage.

How does the MCP server ensure data security?

What types of data sources are supported?

How to handle errors or exceptions?

MCP Protocol Documentation

Gain in - depth understanding of the specifications and technical details of the MCP protocol.

Developer Guide

Learn how to develop and integrate new MCP adapters.

Example Projects

View example applications using MCP servers to get started quickly.

🚀 Artificial Intelligence

This project offers a comprehensive suite of tools and services across multiple domains, leveraging AI and cloud technologies to streamline operations and enhance efficiency. It includes various components for AI management, cloud resource orchestration, identity verification, development support, data visualization, monitoring, and security.

✨ Features

AI

Claude Desktop - Claude Desktop is a desktop application for managing Claude models. It provides an intuitive interface to monitor and manage multiple instances and supports integration with external services via the MCP protocol.
AI Plugin Center - AI Plugin Center offers a series of AI - related plugins covering multiple fields such as image generation and data analysis. It supports expansion and integration through the MCP protocol.
AI Model Manager - AI Model Manager is a tool for managing and deploying AI models. It supports multiple frameworks (e.g., TensorFlow and PyTorch) and enables interaction with other systems via the MCP protocol.

Payment and Finance

Payment Gateway Integration - Payment Gateway Integration is a tool for integrating multiple payment gateways. It supports communication and data exchange with external systems through the MCP protocol.
Financial Data Analysis - Financial Data Analysis provides analysis capabilities for financial market data. It supports real - time data retrieval and automated trading via the MCP protocol.

Cloud Services

Cloud Computing Resource Management - Cloud Computing Resource Management is a tool for managing and monitoring cloud computing resources. It supports integration with other cloud service providers via the MCP protocol.
Container Orchestration - Container Orchestration provides deployment and management capabilities for containerized applications. It supports automatic scaling and fault recovery through the MCP protocol.

Identity

Authentication Service - Authentication Service is a functional module for user authentication. It supports multiple authentication methods and interacts with other systems via the MCP protocol.
Permission Management - Permission Management provides user permission management capabilities. It supports role - based access control (RBAC) and enables integration with other systems via the MCP protocol.

Development Tools

Code Generator - Code Generator is a tool for automatic code generation. It supports multiple programming languages and template engines and interacts with external data sources via the MCP protocol.
Debugging Tool - Debugging Tool provides debugging capabilities for applications. It supports operations such as breakpoint setting and variable tracking and integrates with other development tools via the MCP protocol.

Data Visualization

Chart Generator - Chart Generator is a tool for generating various types of charts. It supports data import and export and integrates with data analysis tools via the MCP protocol.
Data Dashboard - Data Dashboard provides data visualization capabilities. It supports real - time updates and multi - dimensional analysis and interacts with other data sources via the MCP protocol.

Tools and Utilities

Server Manager

MCP Server Manager - MCP Server Manager is a tool for managing and monitoring MCP servers. It supports batch operations and log analysis and provides powerful expansion capabilities.

Cloud Services

Cloud Computing

Cloud Resource Management - Cloud Resource Management provides comprehensive management capabilities for cloud servers, storage, and network resources. It supports unified control in a multi - cloud environment.
Automated Deployment - Automated Deployment Tool enables automatic deployment and scaling of applications. It supports CI/CD pipelines and integrates with cloud service providers via the MCP protocol.

Containerization

Container Orchestration Engine - Container Orchestration Engine provides deployment and management capabilities for containerized applications. It supports Kubernetes standard interfaces and interacts with other systems via the MCP protocol.
Image Manager - Image Manager is a tool for managing and distributing Docker images. It supports image building, signing, and verification and integrates with container registries via the MCP protocol.

Monitoring and Logging

Cloud Monitoring System - Cloud Monitoring System provides real - time monitoring capabilities for cloud resources. It supports custom alerts and report generation and interacts with other monitoring tools via the MCP protocol.
Log Aggregator - Log Aggregator is a tool for collecting and analyzing application logs. It supports multiple log formats and storage backends and integrates with big data platforms via the MCP protocol.

Security

Cloud Security Suite - Cloud Security Suite provides comprehensive security protection capabilities, including intrusion detection, vulnerability scanning, and access control. It interacts with other security systems via the MCP protocol.
Encryption Service - Encryption Service enables encrypted storage and transmission of data. It supports multiple encryption algorithms and integrates with key management systems via the MCP protocol.

Identity

Authentication

Multi - Factor Authentication - Multi - Factor Authentication provides multiple authentication methods such as time - based one - time passwords (TOTP) and SMS verification codes. It integrates with other systems via the MCP protocol.
Single Sign - On - Single Sign - On enables seamless login for users across multiple systems. It supports protocols such as OAuth and SAML and interacts with other authentication services via the MCP protocol.

Permission Management

Role - Based Access Control - Role - Based Access Control provides role - based access control capabilities. It supports custom roles and permission policies and integrates with other systems via the MCP protocol.
Attribute - Based Access Control - Attribute - Based Access Control enables fine - grained access control. It supports dynamic attribute evaluation and interacts with other security systems via the MCP protocol.

Development Tools

Code Generator

Intelligent Code Generation - Intelligent Code Generation uses AI technology to automatically generate high - quality code snippets. It supports multiple programming languages and development frameworks and interacts with external data sources via the MCP protocol.
Template Engine - Template Engine provides efficient template processing capabilities. It supports dynamic content generation and internationalization adaptation and integrates with other development tools via the MCP protocol.

Debugging Tool

Debugger Enhancement - Debugger Enhancement enhances the functionality of the debugger. It supports real - time variable tracking, breakpoint management, and call stack analysis and integrates with IDEs via the MCP protocol.
Log Analysis - Log Analysis Tool provides powerful log analysis capabilities. It supports pattern matching and trend analysis and interacts with other monitoring systems via the MCP protocol.

Data Visualization

Chart Generator

Interactive Charts - Interactive Charts generate interactive HTML5 charts. It supports multiple types such as line charts, bar charts, and pie charts and enables real - time updates with backend data sources via the MCP protocol.
Data Visualization Framework - Data Visualization Framework provides flexible data visualization components. It supports custom layouts and styles and integrates with other data processing tools via the MCP protocol.

Visual Analysis

Data Dashboard - Data Dashboard provides a comprehensive data display interface. It supports multi - data source integration and dynamic filtering capabilities and interacts with business systems via the MCP protocol.
Geographic Information System - Geographic Information System provides map visualization capabilities. It supports spatial data analysis and interactive operations and interacts with other GIS tools via the MCP protocol.

Monitoring and Logging

Cloud Monitoring System

Real - Time Monitoring - Real - Time Monitoring System provides real - time monitoring capabilities for applications and infrastructure. It supports custom alerts and visual reports and integrates with other monitoring platforms via the MCP protocol.
Performance Analysis - Performance Analysis Tool enables in - depth analysis of system performance. It supports metric collection, statistics, and trend prediction and interacts with other operation and maintenance tools via the MCP protocol.

Log Aggregator

Log Management Platform - Log Management Platform provides centralized log management capabilities. It supports multi - source collection, storage, and retrieval and integrates with big data analysis platforms via the MCP protocol.
Log Analysis Engine - Log Analysis Engine enables efficient log analysis capabilities. It supports pattern matching, association rules, and machine learning models and interacts with other security systems via the MCP protocol.

Security

Cloud Security Suite

Intrusion Detection - Intrusion Detection System provides real - time network traffic analysis capabilities. It supports abnormal behavior identification and threat intelligence integration and interacts with other security devices via the MCP protocol.
Vulnerability Scanning - Vulnerability Scanner enables comprehensive vulnerability scanning of applications and systems. It supports custom policies and repair suggestions and integrates with other security management systems via the MCP protocol.

Encryption Service

Cryptography Stack - Cryptography Stack provides powerful encryption algorithm implementations. It supports multiple standard protocols such as SSL/TLS, AES, and RSA and integrates with key management systems via the MCP protocol.
Secure Communication - Secure Communication Module enables end - to - end encrypted communication. It supports certificate management and service discovery and interacts with other network security tools via the MCP protocol.