Discover Awesome MCP Servers

AI Cognitive Nexus

Enables dynamic creation and orchestration of hierarchical AI agent teams with role-based personas and domain knowledge injection. Supports multi-agent collaboration, session management, and complex task execution through structured team workflows.

memU MCP Server

Enables AI applications to use advanced memory management capabilities through the memU AI framework. Supports storing conversation memories, semantic retrieval, multi-user management, and memory statistics via standardized MCP protocol.

Trilogy AI MCP Server

An MCP server that analyzes Trilogy AI Center of Excellence Substack publications, allowing users to list, search, and analyze trends in the AI content.

Meta Ads MCP Server

Enables comprehensive management of Facebook and Instagram advertising campaigns via the Meta Marketing API, supporting campaign creation, targeting optimization, and budget management. It provides tools for detailed performance reporting and creative analysis, including insights into spend, ROI, and audience breakdowns.

GalaConnect MCP Server

用于大型语言模型 (LLM) 的 Galachain MCP 服务器

Airbnb MCP Server

Enables searching for Airbnb listings and retrieving detailed property information including pricing, amenities, and host details without requiring an API key.

Spotify-Claude MCP Server

一个连接到 Spotify API 的工具，使 Claude 能够访问艺术家信息，从而通过自然语言查询增强音乐发现功能。

MCP Atlassian Server

将 Atlassian 产品（Confluence、Jira）与模型上下文协议集成，从而可以通过 MCP 接口轻松访问 Confluence 内容和 Jira 工单。

MCP Google Calendar Integration

Connects with Google Calendar API to fetch calendar events for specific dates through natural language commands in AI-driven editors like Cursor, enabling real-time calendar data access within your coding environment.

News Instagram MCP Server

An intelligent system that automatically scrapes Canadian news sources, processes content with AI, and publishes engaging Instagram posts.

Playwright MCP

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots, providing browser automation capabilities without requiring screenshots or visually-tuned models.

Berlin Open Data MCP Server

Enables interaction with Berlin's open data catalog through tools for full-text search, metadata retrieval, and dataset analysis. It provides access to over 2,500 datasets across categories like transport, health, and education using the Model Context Protocol.

Windows TTS MCP Server

A PowerShell-based MCP server that enables Claude Desktop to convert text to speech using Windows' built-in Speech API, offering features like playback control, speed and volume adjustment.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.

Apache Spark MCP Server by CData

Apache Spark MCP Server by CData

MCP Time Server

A minimal MCP server that provides current time information with configurable timezone support set on the client side.

DBHub

A universal database gateway MCP server that enables AI assistants to connect to and query multiple databases (PostgreSQL, MySQL, MariaDB, SQL Server, SQLite) with support for schema exploration, SQL execution, and secure connections via SSH tunnels.

JIRA MCP Server

Enables AI assistants to search, view, create, and update JIRA issues using natural language commands and JQL queries.

Supabase MCP Server

用 Python 创建的 Supabase MCP 服务器。

Concurrent Browser MCP

A concurrent browser MCP server that supports multiple parallel browser instances

MCP Browser Text Reader

Controls a real Chrome browser to navigate web pages and extract text content with flexible options including CSS selectors, multiple text extraction types, and intelligent waiting mechanisms for dynamic content.

ABSD DevOps MCP Server

Enables secure local filesystem operations and interactive terminal sessions for AI assistants. Provides 12 tools for file management, directory operations, code searching, and running interactive REPLs with security protections.

better-bear

MCP server for Bear notes via CloudKit. Full CRUD, tags, search, TODOs, attachments, and a context library for curated LLM knowledge bases.

MCP Document Server

一个简单的服务器，实现了用于文档搜索的模型上下文协议。

React MCP SPA

A React single-page application served as an MCP server that renders different UI pages based on the invoked tool name from the host context. It enables embedding interactive React components directly within MCP clients like Claude Desktop through tool calls.

KHU Notebook Research Assistant

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

Slack MCP Server

A server implementing Model Context Protocol that enables AI assistants to interact with Slack API through a standardized interface, providing tools for messaging, channel management, user information retrieval, and more.

bilibili_mcp_server_full

易于安装的Bilibili MCP服务器

ccontext

Provides AI agents with persistent execution context across sessions through local YAML files, enabling shared memory, task tracking, milestone management, and context hygiene for single or multi-agent workflows.