Discover Awesome MCP Servers

Formula1 MCP Server

Cung cấp dữ liệu đua xe Công thức 1 theo thời gian thực và dữ liệu lịch sử thông qua Giao thức Ngữ cảnh Mô hình, cho phép truy cập vào dữ liệu thời gian, thống kê tay đua, kết quả cuộc đua, đo từ xa và hơn thế nữa.

📚 PDF Reader MCP

Một máy chủ MCP được xây dựng bằng Node.js/TypeScript cho phép các tác nhân AI đọc an toàn các tệp PDF (cục bộ hoặc URL) và trích xuất văn bản, siêu dữ liệu hoặc số trang. Sử dụng pdf-parse.

Spryker Search Tool MCP Server

Provides natural language search capabilities for Spryker GitHub repositories, packages, and public documentation. It enables code-level searches across Spryker organizations to help developers find relevant modules and technical information.

KNMI MCP Server

Provides access to Dutch weather data (current conditions, forecasts, alerts, and historical data) via the KNMI API, with automatic location name resolution for Dutch cities.

service-economics

Free service management tools — playbooks, benchmarks, and instant service health analysis. DigitalCore MCP gives you free access to service management expertise directly in your AI assistant. Run a Service Reality Check to score your service health in 60 seconds. Access strategy playbooks for ser

MCP Slack Python

An MCP server that enables interaction with Slack workspaces through tools for managing channels, sending messages, and retrieving user profiles. It leverages the Slack API and FastMCP to provide functionalities like message history lookup and reaction management.

chuk-mcp-geocoder

An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.

MCP Dungeon Game

An idle dungeon crawler game playable through conversation, featuring equipment collection, time-based dungeon exploration, auto-battles, random events, and encrypted local save data.

LangChain MCP

A Multi-Server Control Plane system that enables natural language querying of job listings and employee feedback data through two specialized servers built with LangChain.

MCP Refactoring

Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.

MCP Server (Mortgage Comparison Platform)

Máy chủ MCP Canonical để phân tích cú pháp các tệp PDF Ước tính Khoản vay (LE) và Tờ Khai Bế Mạc (CD) thành JSON tuân thủ MISMO với ngữ cảnh được làm phong phú bằng LLM. Được xây dựng cho tự động hóa thế chấp, tuân thủ và ra quyết định dựa trên AI.

MiniMax MCP

Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, video generation, image generation, and music creation through MCP clients like Claude Desktop and Cursor.

MCP Bitpanda Server

Enables programmatic access to Bitpanda cryptocurrency exchange features including trades, wallets, and transactions via the Model Context Protocol.

deadlink-checker-mcp

Dead link checker MCP server - find broken links, redirects, and timeouts on any website. Free tier: 30 links/scan.

Xiaohongshu MCP Server

Enables automated interaction with Xiaohongshu (Little Red Book) social media platform through browser automation. Supports login management, status checking, and publishing text content with images to Xiaohongshu accounts.

College Football MCP

Provides real-time college football game scores, betting odds, player statistics, and team performance data through integration with The Odds API and CollegeFootballData API.

MedixHub Model Context Protocol (MCP) Server

MedixHub - Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) với một bộ sưu tập các API và công cụ y tế và chăm sóc sức khỏe.

LinkedIn MCP Server

Enables Claude to access and analyze LinkedIn profile data through the Model Context Protocol, allowing users to query their LinkedIn information directly within Claude Desktop.

YNAB MCP Server

Enables interaction with You Need A Budget (YNAB) through their API, allowing users to manage budgets, accounts, categories, transactions, payees, and scheduled transactions through natural language.

Modular MCP Server & Client

A modular and extensible tool server built on FastMCP that supports multiple tools organized across files and communicates via MCP protocol.

MalwareAnalyzerMCP

A specialized MCP server for Claude Desktop that allows executing terminal commands for malware analysis with support for common analysis tools like file, strings, hexdump, objdump, and xxd.

Google Ads MCP Server (Fork with Write Tools)

Enables AI assistants to manage Google Ads accounts by providing tools for querying account data and performing write operations such as updating campaign budgets, statuses, and bidding strategies.

AXE Fleet MCP Server

Exposes over 19,000 Apify Actors as MCP tools for web scraping, data extraction, and OSINT automation. It enables AI agents to dynamically discover and execute scrapers to collect structured data and crawl web content.

MCP Scheduler

A robust task scheduler server built with Model Context Protocol for scheduling and managing various types of automated tasks including shell commands, API calls, AI tasks, and reminders.

agent-safety-mcp

Unified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.

sandboxapi-mcp

Execute code in 8 programming languages via gVisor-sandboxed Docker containers. Supports Python, JS, TS, Go, Java, C++, C, and Bash.

Huly MCP

MCP server for Huly (task tracker) integration

Microsoft Excel MCP Server by CData

Microsoft Excel MCP Server by CData

MCP Server Demo

A Python-based Model Context Protocol server with Streamlit chat interface that allows users to manage a PostgreSQL database through both web UI and MCP tools, powered by Ollama for local LLM integration.

agentdesk-mcp

Adversarial AI review API — independent AI reviews another AI's output. Stop LLMs from grading their own homework. Provides automated quality assurance for AI-generated code, content, and other outputs through independent review pipelines.