Discover Awesome MCP Servers

mcp-libsql

mcp-libsql

opgen MCP Server

一个 MCP 服务器实现，用于密码生成，基于 1Password/spg/cmd/opgen。

Yellhorn MCP

一个 MCP 服务器，它将 Gemini 2.5 Pro 连接到 Claude Code，使用户能够根据他们的代码库生成详细的实施计划，并接收关于代码更改的反馈。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，将 Gemini 2.5 Pro 与 Claude Code 相连接，使用户能够基于其代码库生成详尽的实施方案，并获取关于代码变更的反馈。

Aibolit MCP Server

A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.

Neo4j MCP Server

Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.

Scholar MCP

Enables searching and retrieving academic papers from arXiv and DBLP databases with advanced filtering options. Supports downloading PDFs and provides detailed paper information including titles, authors, abstracts, and publication dates.

MCP MetaTrader 4 Server

A cross-platform integration server that enables interaction with the MetaTrader 4 trading platform for account management, market data retrieval, and order execution. It facilitates remote Expert Advisor development, compilation, and backtesting through an HTTP bridge and specialized MQL4 scripts.

mcp-my-apple-remembers

A simple MCP server that recalls and saves memories from and to Apple Notes.

Palo Alto Device Server

Enables management of Palo Alto firewalls through their REST API, including system information retrieval, PAN-OS upgrades, HA firewall management via Panorama, content updates, and certificate management.

ARC MCP Server

A Node.js server that hosts AI agents and manages integrations with various data sources like Supabase, supporting automated database setup and deployment to Vercel.

Part 1. Real-Time LangGraph Agent with MCP Tool Execution

这个项目演示了一个解耦的实时代理架构，该架构将 LangGraph 代理连接到由自定义 MCP（模块化命令协议）服务器提供的远程工具。该架构支持灵活且可扩展的多代理系统，其中每个工具都可以独立托管（通过 SSE 或 STDIO），从而提供模块化和可云部署的可执行文件。

mcp-bash

A framework for building Model Context Protocol (MCP) servers using pure Bash scripts, allowing for the creation of tools, resources, and prompts without Node.js or Python runtimes. It provides a complete implementation of the MCP spec compatible with any environment running Bash 3.2+ and jq.

MCP Hub

An AI-native management hub that enables users to control WordPress, WooCommerce, and various self-hosted services like Gitea and Supabase through AI assistants. It provides a comprehensive suite of nearly 600 tools for managing content, ecommerce stores, repositories, and databases using natural language.

W3 Ledger MCP Server

Primary purpose is to maintain a self verifying ledger that requires no consesus. Additional features include support for evm compatible and other block chains.

MCP Enhanced Data Retrieval System

Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.

Meta Ads MCP

A Model Context Protocol server that allows AI models to access, analyze, and manage Meta advertising campaigns, enabling LLMs to retrieve performance data, visualize ad creatives, and provide strategic insights for Facebook and Instagram platforms.

Amazon Q Web Documentation Reader

Enables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.

MCP Server Basic Example

A foundational Model Context Protocol server demonstrating core functionality through basic arithmetic tools and personalized greeting resources. It serves as a template for developers learning to build and deploy MCP-enabled AI applications.

GitHub MCP Server

A custom MCP server implementation

Web URL Reader MCP Server

Enables fetching and reading content from web URLs through a configurable proxy prefix. Uses curl to retrieve webpage content and return it as text for analysis or processing.

ClimateTriage MCP Server

使用户能够通过 ClimateTriage API 搜索和筛选与气候变化和可持续发展项目相关的开源问题。

Treasure Data MCP Server

Enables AI assistants to query and interact with Treasure Data through a secure interface, supporting SQL queries, database exploration, CDP segment management, and workflow monitoring across multiple regions.

PyApple MCP Tools

Provides seamless integration with macOS native applications including Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps, enabling natural language control and automation of Apple ecosystem apps.

Joern MCP Server

Enables AI assistants to perform sophisticated static code analysis using Joern's Code Property Graph technology. Supports multi-language analysis, security vulnerability detection, and code quality assessment through isolated Docker environments.

SQL Server MCP Client

一个实现了模型上下文协议 (MCP) 的 Microsoft SQL Server 客户端。该服务器通过一个简单的 MCP 接口提供 SQL 查询功能。

🚢 TitanicAIAnalysis: Análisis de Datos con Claude y MCP

泰坦尼克号数据集数据分析的 MCP 服务器

Flint Note

An agent-first note-taking system that provides AI-guided creation and organization of structured markdown notes with customizable note types, multi-vault support, and intelligent metadata schemas. Enables natural conversation-based knowledge management with local file storage and cross-vault operations.

docuseal-mcp-server

Enables interaction with DocuSeal instances to manage document templates, create signature requests, and track submission statuses. It provides tools for uploading PDFs, managing submitters, and downloading signed documents via the DocuSeal API.

MetaTrader MCP Server

使用模型上下文协议 (MCP) 使 AI LLM 能够使用 MetaTrader 平台进行交易