Discover Awesome MCP Servers

Webpage MCP Server

Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting and supports listing available pages and accessing raw sitemap data.

defeatbeta-api

Defeatbeta API is an open-source alternative to Yahoo Finance's market data APIs, designed to provide reliable and high-performance financial data.

Mcp Server Mas Sequential Thinking

mcp-server-mas-sequential-thinking 是一个专注于改进多智能体系统中决策过程的项目。它实现了序贯推理技术，以增强智能体在各种场景中的协作和效率。

homebutler

All-in-one homelab management MCP server. Docker monitoring, volume backup/restore (with compose and env files), Wake-on-LAN, network scanning, and multi-server SSH management.

MCP Snowflake Reader

一个模型上下文协议（MCP）服务器，提供对 Snowflake 数据库的安全只读访问。允许大型语言模型（LLM）安全地查询表和描述模式，而无需写入权限。使用 Python 和官方 Snowflake SDK 构建。

ghcontext: Supercharge Your LLMs with Real-time GitHub Context

一个 MCP 服务器，为 LLM 提供实时的 GitHub 数据，从而增强它们的软件开发能力。

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Spotify MCP Server

用于控制 Spotify 播放的媒体控制协议服务器

qBittorrent MCP

A service that provides programmatic access to qBittorrent's WebUI API, enabling management of torrents, trackers, tags, speed controls, and system information through natural language.

raindrop-mcp

Raindrop.io (书签服务) 的 MCP 服务器

memory-engine-mcp

An MCP server that provides persistent memory for AI agents by storing session snapshots, factual memories, and conversation summaries. It enables seamless continuity between interactions by allowing agents to restore previous emotional states and recall relevant past experiences.

Get Notes MCP Server

Integrates with Get Notes API to search and retrieve knowledge from configured knowledge bases with AI-powered synthesis and raw recall capabilities.

缔零法则Lawgenesis

缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台，致力于通过代理AI技术减少人力成本，高效高精度为用户提供分钟级接入的内容风控解决方案，破解安全威胁，提供从风险感知到主动拦截策略执行的全链路闭环与一体化解决方案。This MCP tool is an AI-powered content security review platform built on LLM and RAG technologies, designed to achieve fully automated risk identification that completel

Parallels RAS MCP Server (Python)

Here are a few possible translations, depending on the nuance you want to convey: **Option 1 (Most Direct):** * **Simplified Chinese:** 使用 FastAPI 的 Parallels RAS 的 MCP 服务器 * **Traditional Chinese:** 使用 FastAPI 的 Parallels RAS 的 MCP 伺服器 This is a straightforward translation. It's clear and accurate. **Option 2 (Slightly More Natural, Emphasizing "Built with"):** * **Simplified Chinese:** 基于 FastAPI 的 Parallels RAS MCP 服务器 * **Traditional Chinese:** 基於 FastAPI 的 Parallels RAS MCP 伺服器 This option uses "基于" (jī yú) which translates to "based on" or "built upon." It implies that the MCP server is constructed using FastAPI. **Option 3 (More Descriptive, Emphasizing "For"):** * **Simplified Chinese:** 用于 Parallels RAS 的基于 FastAPI 的 MCP 服务器 * **Traditional Chinese:** 用於 Parallels RAS 的基於 FastAPI 的 MCP 伺服器 This option uses "用于" (yòng yú) which translates to "for" or "intended for." It emphasizes that the MCP server is designed to be used with Parallels RAS. **Which one should you use?** * If you just need a simple, direct translation, **Option 1** is fine. * If you want to emphasize that the server is *built using* FastAPI, **Option 2** is better. * If you want to emphasize that the server is *designed for* Parallels RAS, **Option 3** is best. In most cases, **Option 1 or 2** will be the most appropriate. Choose the one that best fits the context.

Google Search MCP Server

A Model Context Protocol server that provides web and image search capabilities through Google's Custom Search API, allowing AI assistants like Claude to access current information from the internet.

Vercel Functions MCP Server Template

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and fetching weather data to demonstrate basic tool implementation and API integration patterns.

Mnehmos Synch

Provides persistent context synchronization and memory management for AI agents across sessions and projects, including file indexing, bug tracking, spatial navigation, and agent-to-agent handoff coordination.

mintlify-mcp

An MCP server that enables users to query any Mintlify-powered documentation site directly from Claude. It leverages Mintlify's AI Assistant API to provide RAG-based answers and code examples for various platforms like Agno, Resend, and Upstash.

DevOps Helper MCP

Provides tools and slash commands to onboard developers and manage DevOps workflows including Git operations, Docker containerization, GitHub Actions CI/CD, GitHub Container Registry, SonarCloud code analysis, and Azure container deployments.

Claude Code DingTalk MCP Server

Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users to send task completion alerts and various message formats to DingTalk groups from Claude Code.

market-data-mcp

Real-time financial market data MCP server. Stocks, crypto, technicals, sentiment, FDA calendar. No API keys required.

Devici MCP Server

Provides LLM tools to interact with the Devici API, enabling management of threat modeling resources including users, collections, threat models, components, threats, mitigations, and teams.

Tagging MCP

Enables parallel tagging and classification of CSV data using multiple LLM providers with structured output, confidence scores, and optional reasoning for batch classification tasks.

SearchCAIE MCP Server

Enables searching and retrieving CAIE past-paper questions with filters for subjects, years, and specific topics. It provides LLM-friendly responses including concise text previews and structured JSON data for single or multi-topic queries.

SpinQit MCP Tools

Enables AI models to invoke SpinQ's quantum computing hardware resources by creating and submitting quantum circuits (QASM) to the SpinQ cloud platform for execution and results retrieval.

Conduit MCP

Connects AI agents to Conduit data streams for ingesting events, querying data, and managing schemas. It enables seamless integration between services and agents with real-time forwarding and automated schema detection.

mcp-test

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fireMCP (Braze Write Server)

A write-enabled extension for the official Braze MCP server that allows users to manage profiles, trigger campaigns, and handle catalogs. It includes safety features such as dry run mode and workspace validation to ensure secure operations in test environments.

Remote MCP Server Authless

A simple way to deploy an authentication-free Model Context Protocol server on Cloudflare Workers that can be connected to AI tools like Claude Desktop or the Cloudflare AI Playground.