Discover Awesome MCP Servers

CodeWeaver MCP Server

Converts entire codebases into a single, AI-readable Markdown document with structured directory trees and syntax highlighting. It enables AI assistants to analyze complete project contexts for tasks like code reviews, documentation, and refactoring.

pharo-nc-mcp-server

A local MCP server that enables users to evaluate Pharo Smalltalk expressions and retrieve system information via NeoConsole. It provides comprehensive tools for inspecting class definitions, method sources, and system metrics within a Pharo environment.

custom_mcp_server

Building custom MCP server

Gemini MCP

An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.

Mcp Cassandra Server

Here are a few possible translations, depending on the specific context you're referring to. I'll provide the most likely and then some alternatives: **Most Likely (Referring to how a model interacts with Cassandra):** * **模型上下文协议 (mó xíng shàng xià wén xié yì)** - This is a direct and generally accurate translation. It emphasizes the "context" in which the model operates and the "protocol" it uses to interact with Cassandra. **Alternatives (Depending on the nuance you want to convey):** * **模型与 Cassandra 数据库的交互协议 (mó xíng yǔ Cassandra shù jù kù de jiāo hù xié yì)** - "Model interaction protocol with Cassandra database." This is more explicit and detailed. It's good if you want to be very clear about what you're talking about. * **模型访问 Cassandra 数据库的协议 (mó xíng fǎng wèn Cassandra shù jù kù de xié yì)** - "Model access protocol for Cassandra database." This focuses on the "access" aspect, implying how the model reads and writes data. * **Cassandra 数据库的模型上下文 (Cassandra shù jù kù de mó xíng shàng xià wén)** - "Model context for Cassandra database." This is less about a specific protocol and more about the overall environment and information the model needs to work with Cassandra. It might be appropriate if you're discussing the data structures, configurations, or other elements the model relies on. **Which one to use?** * If you're talking about a specific set of rules or API calls the model uses to communicate with Cassandra, use **模型上下文协议 (mó xíng shàng xià wén xié yì)** or **模型与 Cassandra 数据库的交互协议 (mó xíng yǔ Cassandra shù jù kù de jiāo hù xié yì)**. * If you're talking about how the model reads and writes data, use **模型访问 Cassandra 数据库的协议 (mó xíng fǎng wèn Cassandra shù jù kù de xié yì)**. * If you're talking about the overall environment and data the model needs to function with Cassandra, use **Cassandra 数据库的模型上下文 (Cassandra shù jù kù de mó xíng shàng xià wén)**. **Key Vocabulary:** * **模型 (mó xíng):** Model * **上下文 (shàng xià wén):** Context * **协议 (xié yì):** Protocol * **Cassandra 数据库 (Cassandra shù jù kù):** Cassandra database * **交互 (jiāo hù):** Interaction * **访问 (fǎng wèn):** Access To give you the *best* translation, please provide more context about what you mean by "Model Context Protocol." For example: * Are you talking about a specific API? * Are you talking about how a machine learning model interacts with Cassandra? * Are you talking about data structures used for communication? The more information you provide, the more accurate and helpful my translation can be.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that can integrate with AI assistants like Claude or Cursor, providing custom tools, resource providers, and prompt templates.

MedGemma Vertex

MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.

sheet-music-mcp

用于乐谱渲染的 MCP 服务器

WhatsApp Business API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the WhatsApp Business API, allowing agents to send messages, manage media, and perform other WhatsApp business operations through natural language.

NS Lookup MCP Server

一个简单的 MCP 服务器，它公开 nslookup 命令的功能。

SurveyMonkey MCP Server by CData

This read-only MCP Server allows you to connect to SurveyMonkey data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Remote MCP Server on Cloudflare

A Model Context Protocol server implementation that runs on Cloudflare Workers, allowing AI assistants like Claude to access external tools via MCP with OAuth login support.

Apple MCP Tools

A collection of tools that enable AI assistants to interact with Apple applications and services including Contacts, Notes, Messages, Mail, Reminders, Calendar, Maps, and Web Search through the Model Context Protocol.

STRING-MCP

A Model Context Protocol server that provides tools for interacting with the STRING database to analyze protein-protein interaction networks and functional enrichment. It enables users to map protein identifiers, retrieve interaction data, and generate biological network visualizations through natural language interfaces.

Sefaria Jewish Library

提供访问 Sefaria 图书馆中犹太文本的权限。该服务器使大型语言模型能够通过标准化的界面检索和引用犹太文本。

GitHub MCP Server by CData

GitHub MCP Server by CData

Video Convert MCP

A professional video format conversion tool based on MCP protocol that supports multiple formats, batch processing, and quality control for video files.

Octagon VC Agents

An MCP server that runs AI-driven venture capitalist agents whose thinking is continuously enriched by Octagon Private Markets' real-time deals and intelligence for pitch feedback, diligence simulations, and term sheet negotiations.

Nano Banana Pro MCP

Enables AI agents to generate, edit, and analyze images using Google's Gemini image generation models including Nano Banana Pro (gemini-3-pro-image-preview).

Kaiza MCP Server

Enables secure, audited file operations with LLMs by enforcing implementation plans, restricting writes to approved file scopes, and maintaining a tamper-evident audit log with stub detection.

MCP Infrastructure as Code Assistant

一个用于使用 Terraform 管理基础设施即代码的 MCP 服务器。

MCP Tools

A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.

MCP Agent

A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.

Basic MCP Application

一个简单的应用程序，演示了模型上下文协议（MCP）与 FastAPI 和 Streamlit 的集成，允许用户通过简洁的界面与 LLM 进行交互。

aws-mcp-cloud-dev

AI-powered cloud development with AWS MCP Servers

FamilySearch MCP Server

一个模型上下文协议服务器，使像 Claude 或 Cursor 这样的 AI 工具能够直接与 FamilySearch 的家谱历史数据交互，包括搜索人物记录、查看详细信息以及探索祖先和后代。

RandomUser MCP Server

提供对 randomuser.me API 的增强访问，具有高级功能，例如自定义格式、密码生成和加权国籍分布。

Garak-MCP

Garak LLM 漏洞扫描器的 MCP 服务器 https://github.com/EdenYavin/Garak-MCP/blob/main/README.md

SpiderFoot MCP Server

Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, allowing users to manage scans, retrieve modules and event types, access scan data, and export results. Supports both starting new scans and analyzing existing reconnaissance data through natural language.