Discover Awesome MCP Servers

Remote MCP Server

A Cloudflare Workers-based server implementing the Model Context Protocol that enables AI assistants like Claude to securely access external tools through OAuth authentication.

brainiall-mcp-server

AI-powered speech tools by Brainiall: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with multiple voices.

ReaMCP

An MCP server that enables users to control and edit REAPER projects through a Python-based interface and a Lua bridge. It supports managing tracks, controlling transport, manipulating MIDI and audio items, and adjusting FX parameters within the digital audio workstation.

MCP Server Example

一个模型上下文协议（Model Context Protocol，MCP）服务器的教育性实现，演示了如何构建一个功能性的 MCP 服务器，以便与各种 LLM 客户端（如 Claude Desktop）集成。

MCP Demo 1 - Hello World

A simple Model Context Protocol server demonstration that provides SSE streaming communication and basic message handling with a Hello World example.

Interactive Feedback MCP

Enables AI coding assistants like Cursor and Claude to engage in real-time two-way dialogue, allowing them to pause for clarification and request user confirmation before executing tasks. It features a modern UI for managing interaction prompts, predefined options, and project analysis to reduce errors and API costs.

Mcp_server_integration_with_ollama

这个仓库包含带有 Ollama 的 MCP 服务器。

Snowflake MCP Server

Enables interaction with Snowflake databases through SQL queries, schema exploration, and data analysis. Supports read/write operations, table management, and automatic insight tracking for comprehensive database operations through natural language.

MCPServer (FastMCP)

A minimal Model Context Protocol server built with FastMCP that provides basic utility tools including user greetings, number addition, and file listing operations. Includes examples of exposing tools, resources, and prompts for MCP-aware clients.

YouTube MCP Server Enhanced

Enables comprehensive YouTube data extraction and analysis using yt-dlp, including video metadata, channel statistics, playlists, comments, transcripts, search, trending videos, and engagement analytics with intelligent caching and batch processing.

Enhanced Reablocks MCP Server

A Model Context Protocol server that generates production-ready React components using the Reablocks design system through natural language processing.

Jina Reader MCP Server

Jina Reader MCP 服务器。通过在 GitHub 上创建帐户来参与 wong2/mcp-jina-reader 的开发。

Polyglot DB MCP

Enables interaction with 20+ databases (PostgreSQL, MongoDB, Neo4j, Elasticsearch, Redis, and more) through a single unified interface, allowing cross-database queries and operations via natural language.

Cloudflare Playwright MCP

A Model Control Protocol server that enables AI assistants to control a browser through tools for web automation tasks like navigation, typing, clicking, and taking screenshots.

Video Quality MCP Server

Enables comprehensive video quality analysis including metadata extraction, GOP structure analysis, quality metrics comparison (PSNR, SSIM, VMAF), artifact detection, and transcoding effect assessment through FFmpeg-based tools.

Selenium MCP Server

Allows AI agents to control web browser sessions via Selenium WebDriver, enabling web automation tasks like scraping, testing, and form filling through the Model Context Protocol.

Overseerr MCP Server

启用与 Overseerr API 的交互，以管理电影和电视节目的请求，允许用户检查服务器状态并按各种标准过滤媒体请求。

cortex-cloud-docs-mcp-server

MCP server for asking questions about Cortex Cloud documentation

OpenSoul MCP

An open-source personality profiling system that enables users to record and analyze their decisions, emotions, and self-reflections through a structured set of 56 tools. It helps users build a digital persona and gain self-insight by tracking interactions, decision-making patterns, and emotional states.

edict-lang

Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop.

Kali Linux MCP Server

一个工具，允许通过多会话协议服务器执行 Kali Linux 命令来进行渗透测试，支持诸如 SQL 注入和命令执行等安全测试操作。

Rosbridge MCP Server

A Model Context Protocol server that provides tools to publish messages to ROS topics via rosbridge WebSocket, enabling integration between language models and ROS-based robotics systems.

Chrome MCP Server

A browser extension that turns Chrome into an AI-controlled automation tool, allowing AI assistants like Claude to control your browser, leverage existing login states, and perform complex tasks through a Model Context Protocol server.

crypto-rss-mcp

crypto-rss-mcp

Zoom MCP Server

Enables intelligent monitoring and management of Zoom rooms across multiple sites using smart location resolution and hierarchical discovery. It provides tools for checking room status, retrieving location hierarchies, and accessing detailed room configurations through the Zoom API.

NEXIA Consciousness Engine

Provides Claude Desktop with persistent memory across sessions, storing up to 10,000 memories with semantic search and automatic context bridging. Features temporal versioning and anti-degradation protocols to maintain conversation continuity.

Tenzir MCP Server

Enables AI assistants to interact with security data pipelines and map data to the Open Cybersecurity Schema Framework (OCSF) through Tenzir. Provides seamless integration for processing and analyzing cybersecurity data using natural language.