Discover Awesome MCP Servers

MCP Standards

A self-learning AI standards system that automatically detects patterns from user corrections and updates AI configuration files. Learns from repeated corrections (like 'use uv not pip') and automatically generates CLAUDE.md and other AI assistant configuration files.

DevGear MCP Server

Provides development tools integration for GitHub, Docker, and Vercel operations through MCP. Enables users to manage repositories, containers, and deployments using natural language commands.

Graphiti MCP Server

A framework for building and querying temporally-aware knowledge graphs that allows AI assistants to interact with graph capabilities through the Model Context Protocol.

pdfdancer-mcp

Provides access to pdfdancer documentation through search and content retrieval tools, connecting to a Docusaurus search worker to query indexed docs and retrieve markdown content.

MCP Server Starter

一个生产就绪的模板，用于在 TypeScript 中构建模型上下文协议服务器，使用 Bun 提供快速开发，Biome 进行代码检查，并实现自动化版本管理。

mcp-structured-memory

Make it easy for agents to build their context about your projects over time The server provides a set of tools to help agents accumulate knowledge about a project over time in a structured way.

Weather MCP Server

Enables real-time weather information and forecasts using the Open-Meteo API. Provides current weather conditions and forecast data for any location specified by latitude and longitude coordinates.

strava-mcp

为 Strava 用户提供的 MCP 服务器 (Wèi Strava yònghù tígōng de MCP fúwùqì)

Claude Music MCP

Enables music management through search, playlist creation, and intelligent recommendations. Supports searching by song, artist, or album, creating and managing playlists, and getting music recommendations based on genre and mood.

MCP Server Flomo

一个基于 TypeScript 的 MCP 服务器，使用户能够直接从 Claude 将文本笔记写入 Flomo。

MCP Environment & Installation Manager

A unified control center for managing MCP servers, providing tooling for environment variable management, profile-based configurations, and local package installation automation.

ROS2 MCP Server

A Python-based server that enables AI assistants to control robots by integrating the Model Context Protocol (MCP) with ROS 2, allowing for natural language commands that translate into robot movement via the /cmd\_vel topic.

Postman MCP Generator

A server that implements the Model Context Protocol (MCP) standard, enabling LLMs like Claude to interact with selected Postman API requests through generated JavaScript tools.

ADK MCP Agent

A streaming chat agent that integrates Google ADK with Model Context Protocol and Google Maps tools, enabling users to interact with location-based services through a conversational interface.

OLETools Secure MCP Server

安全地设置一个 MCP 服务器，用于使用 oletools 分析 Excel 文件。 (Ānquán de shèzhì yī gè MCP fúwùqì, yòng yú shǐyòng oletools fēnxī Excel wénjiàn.) Here's a breakdown of the translation and some considerations for a more comprehensive answer: * **安全地设置 (Ānquán de shèzhì):** "Securely set up" - This emphasizes the importance of security. * **一个 MCP 服务器 (yī gè MCP fúwùqì):** "An MCP server" - MCP is kept as is, assuming it's a known acronym in the context. If it needs to be explained, we'd need more context. * **用于使用 oletools 分析 (yòng yú shǐyòng oletools fēnxī):** "For analyzing using oletools" - This clarifies the purpose of the server. * **Excel 文件 (Excel wénjiàn):** "Excel files" **To provide a more helpful answer, I need more information about what you mean by "secure MCP server." Here are some questions to consider:** * **What is MCP in this context?** Is it a specific software package, a type of server, or something else? * **What are your security concerns?** Are you worried about data breaches, malware infections, unauthorized access, or something else? * **What is your existing infrastructure?** Do you have existing servers, cloud resources, or other infrastructure that you can use? * **What is your level of technical expertise?** Are you comfortable with command-line tools, server configuration, and security best practices? Once I have this information, I can provide a more detailed and specific answer. For example, I could provide instructions on how to: * **Harden the server operating system.** * **Configure firewalls and network security.** * **Implement access controls and authentication.** * **Secure the oletools installation and usage.** * **Monitor the server for security threats.** In the meantime, here are some general security considerations for any server that handles sensitive data: * **Keep the operating system and software up to date.** * **Use strong passwords and multi-factor authentication.** * **Limit access to the server to only authorized users.** * **Regularly back up the server data.** * **Monitor the server for suspicious activity.** Please provide more details so I can give you a more helpful and complete answer.

Shell MCP Server

Enables execution of shell commands through a terminal tool and provides access to a custom readme file from OneDrive Desktop or local Desktop directory.

GitLab MCP Code Review

Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

LinkedIn Automated Post Creator

Automates the creation and scheduling of LinkedIn posts using MCP server integration, allowing users to manage content and automatically publish to their LinkedIn accounts.

College Football Data Server

一个 MCP 服务器，在 Claude Desktop 中提供对来自 College Football Data API 的大学橄榄球统计数据的访问。

Gemini Image Generator MCP

Enables Claude Desktop users to generate and edit high-quality images using Google's Gemini AI. Supports text-to-image generation, image transformations with text prompts, and automatic local saving with multilingual support.

Memos MCP Server

Enables AI assistants to interact with Memos instances for knowledge management. Supports searching, creating, updating, and retrieving memos with markdown content, tags, and visibility controls.

AI Autonomous Data Manager MCP

MCP服务器提供对数据库的受控CRUD访问 **Explanation:** * **MCP server:** MCP服务器 (MCP fúwùqì) - This is a direct transliteration of "MCP server." MCP likely stands for a specific technology or architecture, so it's best to keep it as is. * **providing:** 提供 (tígōng) - meaning "to provide" or "offering" * **controlled:** 受控 (shòukòng) - meaning "controlled" or "regulated" * **CRUD access:** CRUD访问 (CRUD fǎngwèn) - Again, "CRUD" is a common acronym in software development (Create, Read, Update, Delete), so it's best to keep it as is and transliterate it. 访问 (fǎngwèn) means "access." * **to a database:** 对数据库 (duì shùjùkù) - meaning "to a database." 数据库 (shùjùkù) means "database." Therefore, the entire translation means: "An MCP server that provides controlled Create, Read, Update, and Delete access to a database."

Remote MCP Server for Cloudflare

A serverless MCP (Model Context Protocol) implementation that can be deployed on Cloudflare Workers without authentication, allowing clients like Claude Desktop to connect to custom AI tools.

MCP Server Sample

An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server integrating with various LLM clients.

1mcpserver

MCP of MCPs. Automatic discovery and configure MCP servers on your local machine. Integration with Claude and Cursor.

Bitpin Mcp Server

这个仓库通过 MCP (模型上下文协议) 服务器，提供了一个 Bitpin 加密货币交易所 API 的全面实现。

FHIR MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for FHIR (beta): https://www.cdata.com/download/download.aspx?sku=KIZK-V&type=beta