Discover Awesome MCP Servers

MCP Social Network

The world's first social network accessible only through AI coding agents, enabling developers to connect, share posts, and engage with others without leaving their coding environment.

mcp-codex-dev

An MCP server that integrates Codex CLI into Claude Code workflows for code writing, execution, and review with session management. It features real-time progress monitoring via a local HTTP dashboard and supports detailed configuration for various coding tools.

ToolMesh

ToolMesh is an Apache-2.0, self-hosted MCP gateway written in Go that sits between AI agents and backend systems. It enforces a fail-closed pipeline on every tool call, including per-tool and per-user authorization, server-side credential injection, structured audit logging, and output policies. APIs are declared in YAML with DADL, turning REST endpoints into MCP tools without writing a custom MCP

Auralis Commander

A lightweight Windows-native MCP server providing a consolidated suite of 14 tools for shell execution, file operations, and interactive process management. It optimizes efficiency through batch file operations and smart process handling to minimize context window overhead.

Excel MCP Server

Một máy chủ MCP cung cấp các khả năng toàn diện về thao tác tệp Excel, phân tích dữ liệu và trực quan hóa để làm việc với các định dạng bảng tính khác nhau như XLSX, CSV và JSON.

Proxmox SSH MCP Server

Enables AI assistants to execute commands on a Proxmox host via SSH with built-in security blocks for destructive operations. It supports key-based authentication and provides a dedicated tool for remote server management tasks like listing virtual machines and containers.

Playwright MCP Server

Dự án máy chủ Playwright MCP

NeoCoder Neo4j AI Workflow

Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases for hybrid reasoning, combining structured facts with semantic search for advanced knowledge management, research analysis, and standardized coding workflows.

Percepta MCP Server

Provides browser automation, AI-powered analysis, visual processing, web scraping, automated test generation, and DevTools analysis capabilities. Supports multiple AI providers (OpenAI, Anthropic, Google, Ollama) for intelligent web interaction and data extraction.

KiCad MCP Server

Enables analysis of KiCad electronic schematics through natural language queries to search components, trace signal paths, explore connections, and analyze multi-board systems.

Lastest

MCP serverr for Lastest to manage your tests, AI create them, run them, and speed up AI-development.

My Tools MCP Server

Provides file reading and mathematical calculation tools through the Model Context Protocol. Enables reading file contents and evaluating mathematical expressions via stdio transport.

OpenZeppelin Contracts MCP Server

A Model Context Protocol (MCP) server that allows AI agents to generate smart contracts using OpenZeppelin Contracts libraries.

Flow Studio - Power Automate MCP Server

Debug, build, and manage Microsoft Power Automate cloud flows with AI agents. Get action-level error details, build flows from natural language, trigger and resubmit runs, and operate across multiple tenants. Requires a Flow Studio MCP subscription — get an API key at https://mcp.flowstudio.app

MCP Alchemy Server

Provides access to financial transaction data from XB database, enabling lookup of payout transactions by UUID or Client Transaction ID.

CodeBadger Toolkit

Provides static code analysis using Joern's Code Property Graph technology for 12+ programming languages. Enables security analysis, code browsing, taint flow detection, and CPGQL queries through natural language.

BookStack MCP Server

Enables AI models to interact with BookStack wiki instances through a comprehensive API interface. Supports content management (books, chapters, pages), user administration, search functionality, and content export in multiple formats.

Powerdrill

Một máy chủ MCP cung cấp các công cụ để tương tác với các tập dữ liệu Powerdrill (https://powerdrill.ai/), cho phép phân tích dữ liệu AI thông minh và thu thập thông tin chi tiết.

habitat

Đây là một tập hợp các thành phần cộng tác, cùng nhau giúp bạn dễ dàng quản lý, phát triển, sử dụng và di chuyển các máy chủ MCP cả cục bộ và trên mạng.

MCP Gastos

Enables personal expense management through CSV storage, allowing AI agents to add, query, and analyze expenses with automatic categorization and payment method validation.

AgentSeal

Every agent action is recorded in a SHA-256 hash chain. Prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.

QMT-MCP-Server

Một ứng dụng máy chủ cho phép các mô hình ngôn ngữ lớn thực hiện các hoạt động giao dịch chứng khoán thông qua hệ thống giao dịch QMT, cung cấp các chức năng truy vấn tài khoản, quản lý vị thế và đặt lệnh.

astro-airflow-mcp

An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

Sakura Cloud MCP Server

Một triển khai máy chủ MCP cho phép các trợ lý AI tương tác và quản lý cơ sở hạ tầng Sakura Cloud, bao gồm máy chủ, ổ đĩa, mạng và các ứng dụng container hóa.

Enrichr MCP Server

Enables gene set enrichment analysis using the Enrichr API across hundreds of gene set libraries including Gene Ontology, pathways, diseases, tissues, drugs, and transcription factors. Returns only statistically significant results for interpretation.

MCP Time Server

Provides current time information with support for multiple IANA timezones, defaulting to Asia/Shanghai timezone.

DeviceMCP

Provides cross-platform device information including system specs, battery status, storage, and memory details for Windows, macOS, Linux, and Android through a Model Context Protocol server.

Container MCP Server

Enables weather lookups, mathematical calculations, and context-aware operations through a containerized MCP server with HTTP transport. Optimized for Docker/Kubernetes deployment with health checks and no external dependencies.