Discover Awesome MCP Servers

computer-control-mcp

Enables computer control via mouse, keyboard, OCR, and screen/window management, similar to Anthropic's computer-use.

z/OS FTP MCP Server

Enables interaction with z/OS mainframe systems via FTP, including dataset listing/download/upload, JCL job submission and monitoring, with advanced text processing and pagination support.

MBTA Worcester Line MCP Server

Provides real-time train schedule information and live predictions for all 18 stations on the MBTA Worcester Line. It enables users to query upcoming departures and filter by direction or date through natural language.

seo-data-api-mcp-server

Enables to access SE Ranking SEO data through natural language queries, providing keyword analysis, competitor research, and performance tracking.

Schulmanager Online MCP Server

A local MCP server that enables LLMs like Claude to access Schulmanager Online data including schedules, homework, exams, grades, and parental letters.

Nokia SR OS NETCONF MCP Server

Enables managing Nokia SR OS devices via NETCONF from Claude Desktop, supporting MD-CLI commands, configuration retrieval and editing, candidate workflow with commit/rollback, and multi-device sessions.

DDG MCP1234

A basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports.

MCP Vision Relay

Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enabling text-only AI assistants like Claude to analyze images through relay calls. Supports local paths, URLs, and base64 image inputs with configurable models and output formats.

pgmcp

Enables AI agents to perform PostgreSQL administration, web crawling, and knowledge base management through a unified FastMCP server.

MWAA MCP Server

Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) environments and operations including DAG management, workflow execution monitoring, and access to Airflow connections and variables through a unified interface.

mcp-streaming-msk-bedrock

Streams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly detection and root cause analysis. Enables AI-powered monitoring with WebSocket push and IAM authorization.

grafema-mcp

Grafema builds a queryable knowledge graph of your codebase and allows you to enforce structural invariants and query the system using Datalog or Cypher.

PostgreSQL MCP Server

Provides AI assistants with safe, controlled access to PostgreSQL databases with read-only defaults, granular permissions, query safety features, and schema introspection capabilities.

React Native Expo MCP

An MCP server for React Native development with Expo, offering automated code remediation, refactoring, testing, and analysis tools to accelerate development and enforce best practices.

Claude Team MCP Server

Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visibility and control over their terminal windows.

Remote MCP Server (Authless)

A deployable Cloudflare Workers service that implements Model Context Protocol without authentication, allowing AI models to access custom tools via clients like Claude Desktop or Cloudflare AI Playground.

mcp-session-insight

Enables AI assistants to query and analyze past Claude Code sessions, providing structured insights like file changes, decisions, errors, and git history across projects.

MCP RSS News Agent

A FastMCP-based server that provides tools for discovering RSS feeds, fetching and processing news content, searching articles by keyword, and generating summaries across multiple news sources and categories.

WeaveTab-MCP

The Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via CDP with zero vision tokens and high-speed DOM mapping.

TunnelHub MCP

Connects MCP clients to TunnelHub to monitor automations, inspect executions, and analyze logs or traces. It enables users to manage environments and troubleshoot integration failures through natural language commands.

Keboola Explorer MCP Server

This server facilitates interaction with Keboola's Storage API, enabling users to browse and manage project buckets, tables, and components efficiently through Claude Desktop.

LINE Shopping API MCP

MCP Server for the LINE Shopping API, enabling AI agents and tools to interact with LINE Shopping data and operations via the Model Context Protocol.

MCP OpenDART

Enables AI assistants to access South Korea's financial disclosure system (OpenDART), allowing users to retrieve corporate financial reports, disclosure documents, shareholder information, and automatically extract and search financial statement notes through natural language queries.

Coconuts MCP Server

Enables management of Google Maps saved places through a SQLite database. Allows users to store, query, and organize their Google Maps places data locally.

advanced-seo-mcp

Provides AI agents with professional-grade SEO capabilities including on-page analysis, technical audits, PageSpeed insights, and Ahrefs data integration.

MCP Inventory

Enables CRUD and analytical operations on a SQLite inventory database, including product management and value calculations.

Useful-mcps

Dưới đây là danh sách các máy chủ MCP nhỏ hữu ích, bao gồm: * docx\_replace: thay thế thẻ trong tài liệu Word * yt-dlp: trích xuất chương và phụ đề dựa trên chương * mermaid: tạo và hiển thị hình ảnh bằng API của mermaidchart.com

Research Powerpack MCP

Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.

Jokes MCP Server

Enables fetching jokes (e.g., Chuck Norris jokes) via the Model Context Protocol, usable with Microsoft Copilot Studio and other MCP-compatible clients.

Fact Check MCP

Verifies claims with verdicts (supported/disputed/unverifiable), confidence scores, and cited sources by cross-referencing FoundryNet Data Network and web search.