Discover Awesome MCP Servers

Email MCP Server

Enables Claude Desktop to send emails through Mailjet's API using the Model Context Protocol over Server-Sent Events. Provides secure email sending capabilities with API token authentication and user-provided credentials.

Remote MCP Server with GitHub OAuth

A Model Context Protocol server that supports remote connections and authenticates users via GitHub OAuth, allowing them to access tools based on their GitHub identity.

🚀 GitLab MR MCP

与 GitLab 仓库无缝交互，轻松管理合并请求和问题。获取详细信息、添加评论，并简化您的代码审查流程。

Awesome MCP Security

Okay, here's a translation of "Security Threats related with MCP (Model Context Protocol), MCP Servers and more" into Chinese, along with some expanded explanations of the potential security threats to help you understand the context better: **Translation:** **中文 (Chinese):** 与 MCP (模型上下文协议)、MCP 服务器及相关内容相关的安全威胁 **Explanation of Potential Security Threats (to help with understanding and context):** To fully understand the security threats, it's important to consider what MCP is and how it's used. Since "Model Context Protocol" isn't a widely known or standardized term, I'll assume it refers to a protocol used to share context or data related to machine learning models. Based on that assumption, here are some potential security threats: * **Data Poisoning:** * **中文 (Chinese):** 数据投毒 (Shùjù tóudú) * **Explanation:** If an attacker can inject malicious data into the MCP server or the data used to train or evaluate the models, they can corrupt the models' behavior. This could lead to the model making incorrect predictions or decisions, potentially causing harm. * **Model Inversion Attacks:** * **中文 (Chinese):** 模型反演攻击 (Móxíng fǎnyǎn gōngjí) * **Explanation:** An attacker might try to reconstruct sensitive training data by querying the model through the MCP server. If the model reveals too much information about the training data, it could compromise privacy. * **Model Extraction Attacks:** * **中文 (Chinese):** 模型提取攻击 (Móxíng tíqǔ gōngjí) * **Explanation:** An attacker could try to create a copy of the model by observing its behavior through the MCP server. This is especially concerning if the model is proprietary or contains valuable intellectual property. * **Denial of Service (DoS) Attacks:** * **中文 (Chinese):** 拒绝服务攻击 (Jùjué fúwù gōngjí) * **Explanation:** An attacker could flood the MCP server with requests, making it unavailable to legitimate users. * **Unauthorized Access:** * **中文 (Chinese):** 未授权访问 (Wèi shòuquán fǎngwèn) * **Explanation:** If the MCP server is not properly secured, unauthorized users could gain access to sensitive data or models. This could involve exploiting vulnerabilities in the server software or using stolen credentials. * **Man-in-the-Middle (MitM) Attacks:** * **中文 (Chinese):** 中间人攻击 (Zhōngjiān rén gōngjí) * **Explanation:** An attacker could intercept communication between clients and the MCP server, potentially eavesdropping on sensitive data or modifying requests and responses. * **Vulnerabilities in MCP Server Software:** * **中文 (Chinese):** MCP 服务器软件中的漏洞 (MCP fúwùqì ruǎnjiàn zhōng de lòudòng) * **Explanation:** The MCP server software itself might contain security vulnerabilities that attackers could exploit to gain control of the server or access sensitive data. * **Injection Attacks (e.g., SQL Injection, Command Injection):** * **中文 (Chinese):** 注入攻击 (Zhùrù gōngjí) (例如，SQL 注入，命令注入) * **Explanation:** If the MCP server uses user-supplied input without proper sanitization, attackers could inject malicious code into the server's database queries or operating system commands. * **Authentication and Authorization Issues:** * **中文 (Chinese):** 身份验证和授权问题 (Shēnfèn yànzhèng hé shòuquán wèntí) * **Explanation:** Weak authentication mechanisms or flawed authorization policies could allow unauthorized users to access or modify data and models. **In summary, the security threats related to MCP, MCP servers, and related content are diverse and depend heavily on the specific implementation and use case. It's crucial to implement robust security measures to protect against these threats.** If you can provide more details about the specific context of MCP in your situation, I can provide a more tailored and accurate translation and explanation.

Watsonx Visualization MCP Server

Provides automated data visualization and analysis tools that intelligently select from over 40 chart types based on data structure and patterns. It enables users to generate statistical insights, interactive dashboards, and professional reports in HTML, PNG, and Word formats.

Granola MCP Server

Provides access to Granola notes, meeting transcripts, calendar events, and document panels through the Granola API, enabling search and retrieval of meeting-related content.

crawl4ai-mcp

一个用于网页抓取和爬行的 MCP 服务器，使用 Crawl4AI 构建。 (Yī gè yòng yú wǎngyè zhuāqǔ hé páxíng de MCP fúwùqì, shǐyòng Crawl4AI gòujiàn.)

AWS SecurityHub MCP Server

This server implements the Multi-Agent Conversation Protocol for AWS SecurityHub, enabling interaction with AWS SecurityHub API through natural language commands.

humantext-mcp-server

AI text detection and humanization for Claude Code, Cursor, and Windsurf. Check if text sounds AI-generated, improve it to read naturally, and verify results — all without leaving your editor.

Agent-VC MCP Server

Provides AI agents with persistent state, version control, and task management capabilities powered by Fossil SCM. It enables agents to manage files in a sandboxed environment with full commit history and built-in ticket tracking.

Logo-Analyze

An MCP server for intelligent logo extraction and processing, supporting automatic recognition and extraction of logo icons from website URLs, and providing image processing and vector conversion functions.

MCP Secure Installer

Automatically installs and containerizes MCP servers from GitHub repositories using MCP sampling to analyze repositories and create appropriate Docker images.

Jenkins MCP Server

Enables AI assistants to interact with Jenkins CI/CD systems for build management, job monitoring, console log analysis, and debugging through natural language commands.

MCP Server Template

A production-ready TypeScript template for building MCP servers with dual transport support (stdio/HTTP), OAuth 2.1 foundations, SQLite caching, observability, and security features including PII sanitization and rate limiting.

Doris MCP Server

Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.

QuantumArchitect MCP

Enables AI agents to create, validate, evaluate, and score quantum circuits with support for multiple hardware platforms. Provides tools for generating quantum algorithms (Bell states, Grover's, VQE), simulating circuits, checking hardware compatibility, and assessing circuit quality metrics.

Math Expression MCP Server

A tool server that processes mathematical expressions via Multi-Chain Protocol (MCP), allowing LLMs to solve math problems through tool integration.

godoc-mcp-server

一个 MCP 服务器为所有 Go 语言程序员提供 pkg.go.dev 服务。 Or, a slightly more natural phrasing: MCP 服务器为所有 Go 语言开发者提供 pkg.go.dev 服务。

Docs-MCP

An MCP server that allows users to efficiently search and reference user-configured documents through document listing, grep searching, semantic searching with OpenAI Embeddings, and full document retrieval.

DotNet MCP Server Demo

A demonstration .NET 8 Web API that implements the Model Context Protocol with basic authentication. Provides sample tools for time retrieval, echo functionality, and basic arithmetic calculations through RESTful endpoints.

BigBugAI MCP Server

Enables access to BigBugAI cryptocurrency tools for getting trending tokens and performing token analysis by contract address. Provides production-ready API access with rate limiting and authentication for crypto market intelligence.

Skillz MCP Server

Enables LLMs to dynamically discover and execute tools through a structured skills system. Serves as a documentation hub where skills are defined in directories, allowing progressive loading and interpretation of capabilities.

battlecard

Competitive intelligence MCP server for sales teams. Get battle cards, objection handlers, pricing comparisons, pre-call briefings, and AI sales simulations for any company vs any competitor. 11 tools with a free tier.

revenuebase-mcp-server

revenuebase-mcp-server

jaso-mcp

A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with prompt support for generating summaries of all stored notes.

MCPRepository

开源的 ModelContextProtocol (MCP) 服务器仓库

RAG Memory MCP

An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.

mcp-swedish-weather

Provides access to current weather conditions and hourly forecasts for any location in Sweden using the SMHI Open Data API. It supports built-in city lists, coordinate inputs, and geocoding fallback to deliver detailed meteorological data without requiring authentication.

OpenRouter MCP Server

Provides access to 400+ AI models from OpenRouter, enabling users to chat with models like GPT-4, Claude, Gemini, and Llama, compare responses across multiple models, and retrieve model information with pricing details.